diff --git a/.github/workflows/unittests.yml b/.github/workflows/unittests.yml index ebd0239..d15dda0 100644 --- a/.github/workflows/unittests.yml +++ b/.github/workflows/unittests.yml @@ -8,6 +8,7 @@ on: branches: ["master"] pull_request: branches: ["master"] + workflow_dispatch: permissions: contents: read diff --git a/.gitignore b/.gitignore index 12c40c1..51d6f61 100644 --- a/.gitignore +++ b/.gitignore @@ -5,6 +5,7 @@ index_files/ _proc/ _docs/ +.test_logs # Byte-compiled / optimized / DLL files __pycache__/ diff --git a/Makefile b/Makefile index 5482c7e..3fd40f1 100644 --- a/Makefile +++ b/Makefile @@ -4,3 +4,9 @@ clean: deps: pipenv requirements --exclude-markers --dev > requirements.txt sed -i -e "/^-/d" -e "/^\./d" requirements.txt +nbdev: + nbdev_docs + nbdev_readme + nbdev_prepare + nbdev_clean + nbdev_export diff --git a/nbs/00_anchor.ipynb b/nbs/00_anchor.ipynb index f430732..a3f8865 100644 --- a/nbs/00_anchor.ipynb +++ b/nbs/00_anchor.ipynb @@ -15,7 +15,7 @@ "metadata": {}, "outputs": [], "source": [ - "#| default_exp anchor" + "# | default_exp anchor" ] }, { @@ -24,17 +24,17 @@ "metadata": {}, "outputs": [], "source": [ - "#| export\n", + "# | export\n", "import inspect\n", "\n", "import math\n", "import numpy as np\n", "from fastcore.foundation import L, mask2idxs\n", - "from fastcore.utils import gt\n", - "from numpy.typing import ArrayLike \n", + "from fastcore.utils import gt, is_listy\n", + "from numpy.typing import ArrayLike\n", "from typing import Union\n", "import json\n", - "from collections import defaultdict \n", + "from collections import defaultdict\n", "import warnings\n", "\n", "from pybx.ops import named_idx\n", @@ -132,8 +132,11 @@ " anchor_sfx = f\"{anchor_sfx}_{feature_sz[0]}x{feature_sz[1]}_{asp_ratio:.1f}_\"\n", " labels = named_idx(len(b), anchor_sfx)\n", " # init multibx\n", - " b = get_bx(b, labels)\n", - " return (b.coords, b.label) if named else b.coords\n" + " b = get_bx(\n", + " b,\n", + " labels,\n", + " )\n", + " return (b.coords, b.label) if named else b.coords" ] }, { @@ -142,7 +145,11 @@ "metadata": {}, "outputs": [], "source": [ - "coords_1, labels_1 = bx(100, 10, 0.5)" + "coords_1, labels_1 = bx(\n", + " 100,\n", + " 10,\n", + " 0.5,\n", + ")" ] }, { @@ -153,106 +160,7 @@ { "data": { "text/plain": [ - "[[1, 0, 8, 12],\n", - " [11, 0, 18, 12],\n", - " [21, 0, 28, 12],\n", - " [31, 0, 38, 12],\n", - " [41, 0, 48, 12],\n", - " [51, 0, 58, 12],\n", - " [61, 0, 68, 12],\n", - " [71, 0, 78, 12],\n", - " [81, 0, 88, 12],\n", - " [91, 0, 98, 12],\n", - " [1, 7, 8, 22],\n", - " [11, 7, 18, 22],\n", - " [21, 7, 28, 22],\n", - " [31, 7, 38, 22],\n", - " [41, 7, 48, 22],\n", - " [51, 7, 58, 22],\n", - " [61, 7, 68, 22],\n", - " [71, 7, 78, 22],\n", - " [81, 7, 88, 22],\n", - " [91, 7, 98, 22],\n", - " [1, 17, 8, 32],\n", - " [11, 17, 18, 32],\n", - " [21, 17, 28, 32],\n", - " [31, 17, 38, 32],\n", - " [41, 17, 48, 32],\n", - " [51, 17, 58, 32],\n", - " [61, 17, 68, 32],\n", - " [71, 17, 78, 32],\n", - " [81, 17, 88, 32],\n", - " [91, 17, 98, 32],\n", - " [1, 27, 8, 42],\n", - " [11, 27, 18, 42],\n", - " [21, 27, 28, 42],\n", - " [31, 27, 38, 42],\n", - " [41, 27, 48, 42],\n", - " [51, 27, 58, 42],\n", - " [61, 27, 68, 42],\n", - " [71, 27, 78, 42],\n", - " [81, 27, 88, 42],\n", - " [91, 27, 98, 42],\n", - " [1, 37, 8, 52],\n", - " [11, 37, 18, 52],\n", - " [21, 37, 28, 52],\n", - " [31, 37, 38, 52],\n", - " [41, 37, 48, 52],\n", - " [51, 37, 58, 52],\n", - " [61, 37, 68, 52],\n", - " [71, 37, 78, 52],\n", - " [81, 37, 88, 52],\n", - " [91, 37, 98, 52],\n", - " [1, 47, 8, 62],\n", - " [11, 47, 18, 62],\n", - " [21, 47, 28, 62],\n", - " [31, 47, 38, 62],\n", - " [41, 47, 48, 62],\n", - " [51, 47, 58, 62],\n", - " [61, 47, 68, 62],\n", - " [71, 47, 78, 62],\n", - " [81, 47, 88, 62],\n", - " [91, 47, 98, 62],\n", - " [1, 57, 8, 72],\n", - " [11, 57, 18, 72],\n", - " [21, 57, 28, 72],\n", - " [31, 57, 38, 72],\n", - " [41, 57, 48, 72],\n", - " [51, 57, 58, 72],\n", - " [61, 57, 68, 72],\n", - " [71, 57, 78, 72],\n", - " [81, 57, 88, 72],\n", - " [91, 57, 98, 72],\n", - " [1, 67, 8, 82],\n", - " [11, 67, 18, 82],\n", - " [21, 67, 28, 82],\n", - " [31, 67, 38, 82],\n", - " [41, 67, 48, 82],\n", - " [51, 67, 58, 82],\n", - " [61, 67, 68, 82],\n", - " [71, 67, 78, 82],\n", - " [81, 67, 88, 82],\n", - " [91, 67, 98, 82],\n", - " [1, 77, 8, 92],\n", - " [11, 77, 18, 92],\n", - " [21, 77, 28, 92],\n", - " [31, 77, 38, 92],\n", - " [41, 77, 48, 92],\n", - " [51, 77, 58, 92],\n", - " [61, 77, 68, 92],\n", - " [71, 77, 78, 92],\n", - " [81, 77, 88, 92],\n", - " [91, 77, 98, 92],\n", - " [1, 87, 8, 100],\n", - " [11, 87, 18, 100],\n", - " [21, 87, 28, 100],\n", - " [31, 87, 38, 100],\n", - " [41, 87, 48, 100],\n", - " [51, 87, 58, 100],\n", - " [61, 87, 68, 100],\n", - " [71, 87, 78, 100],\n", - " [81, 87, 88, 100],\n", - " [91, 87, 98, 100]]" + "(#100) [[1, 0, 8, 12],[11, 0, 18, 12],[21, 0, 28, 12],[31, 0, 38, 12],[41, 0, 48, 12],[51, 0, 58, 12],[61, 0, 68, 12],[71, 0, 78, 12],[81, 0, 88, 12],[91, 0, 98, 12]...]" ] }, "execution_count": null, @@ -326,7 +234,7 @@ " coords_, labels_ = L(zip(*coords_))\n", " coords_ = np.vstack(coords_)\n", " labels_ = L([l_ for lab_ in labels_ for l_ in lab_])\n", - " return (coords_, labels_) if named else np.vstack(coords_)\n" + " return (coords_, labels_) if named else np.vstack(coords_)" ] }, { @@ -382,7 +290,7 @@ { "data": { "text/plain": [ - "((654, 4), 654)" + "((336, 4), 336)" ] }, "execution_count": null, @@ -427,7 +335,7 @@ } ], "source": [ - "true_annots = json.load(open('../data/annots.json'))\n", + "true_annots = json.load(open(\"../data/annots.json\"))\n", "true_annots" ] }, @@ -446,7 +354,7 @@ { "data": { "text/plain": [ - "MultiBx(coords=[[130, 63, 225, 180], [13, 158, 90, 213]], label=['clock', 'frame'])" + "MultiBx(coords: 2, labels: 2)" ] }, "execution_count": null, @@ -553,7 +461,7 @@ { "data": { "text/plain": [ - "MultiBx(coords=[[130, 63, 225, 180], [13, 158, 90, 213]], label=['clock', 'frame'])" + "MultiBx(coords: 2, labels: 2)" ] }, "execution_count": null, @@ -653,7 +561,7 @@ { "data": { "text/plain": [ - "0.34822804314329736" + "0.3482" ] }, "execution_count": null, @@ -662,7 +570,7 @@ } ], "source": [ - "max(iou_per_box['clock'])" + "max(iou_per_box[\"clock\"])" ] }, { @@ -682,7 +590,7 @@ } ], "source": [ - "iou_per_box['clock'].argwhere(gt(0.3)) # indices of boxes with iou > 0.3" + "iou_per_box[\"clock\"].argwhere(gt(0.3)) # indices of boxes with iou > 0.3" ] }, { @@ -702,7 +610,7 @@ } ], "source": [ - "iou_per_box['frame'].argwhere(gt(0.3)) # indices of boxes with iou > 0.3" + "iou_per_box[\"frame\"].argwhere(gt(0.3)) # indices of boxes with iou > 0.3" ] }, { @@ -713,7 +621,7 @@ { "data": { "text/plain": [ - "(0.34822804314329736, 0.4488243430152144)" + "(0.3482, 0.4488)" ] }, "execution_count": null, @@ -722,7 +630,10 @@ } ], "source": [ - "(max(iou_per_box['clock'])), max(iou_per_box['frame']) # add more anchor boxes to get better ground truth IOUs" + "(\n", + " (max(iou_per_box[\"clock\"])),\n", + " max(iou_per_box[\"frame\"]),\n", + ") # add more anchor boxes to get better ground truth IOUs" ] }, { @@ -761,8 +672,7 @@ { "data": { "text/plain": [ - "((#2) [0.34,0.34822804314329736],\n", - " (#3) [0.36643389750266303,0.4488243430152144,0.3523238380809595])" + "((#2) [0.34,0.3482], (#3) [0.3664,0.4488,0.3523])" ] }, "execution_count": null, @@ -771,7 +681,7 @@ } ], "source": [ - "iou_per_box['clock'], iou_per_box['frame']" + "iou_per_box[\"clock\"], iou_per_box[\"frame\"]" ] }, { @@ -782,7 +692,7 @@ { "data": { "text/plain": [ - "MultiBx(coords=[[170, 85, 256, 170], [183, 67, 243, 188]], label=['a_3x3_1.0_5', 'a_3x3_0.5_5'])" + "MultiBx(coords: 2, labels: 2)" ] }, "execution_count": null, @@ -791,7 +701,7 @@ } ], "source": [ - "gt_anchors_per_class['clock']" + "gt_anchors_per_class[\"clock\"]" ] }, { @@ -829,7 +739,7 @@ "outputs": [], "source": [ "tmp = L([1, 2, 3])\n", - "msk = tmp.map(lambda x: x>1)" + "msk = tmp.map(lambda x: x > 1)" ] }, { @@ -951,9 +861,11 @@ " if mask.sum() > 0:\n", " gt_anchors_per_class[label] = stack_bxs_inplace(\n", " *[\n", - " reassign_label(coords_as_bx[i], label=[label])\n", - " if update_labels\n", - " else coords_as_bx[i]\n", + " (\n", + " reassign_label(coords_as_bx[i], label=[label])\n", + " if update_labels\n", + " else coords_as_bx[i]\n", + " )\n", " for i in ious_filter\n", " ]\n", " )\n", @@ -995,8 +907,8 @@ { "data": { "text/plain": [ - "{'clock': MultiBx(coords=[[170, 85, 256, 170], [183, 67, 243, 188]], label=['clock', 'clock']),\n", - " 'frame': MultiBx(coords=[[0, 170, 85, 256], [12, 152, 72, 256], [19, 135, 66, 256]], label=['frame', 'frame', 'frame'])}" + "{'clock': MultiBx(coords: 2, labels: 2),\n", + " 'frame': MultiBx(coords: 3, labels: 3)}" ] }, "execution_count": null, @@ -1005,7 +917,9 @@ } ], "source": [ - "gt_anchors_per_class, ious_per_class, mask_per_class = get_gt_thresh_iou(true_annots, coords, iou_thresh=0.3, return_ious=True)\n", + "gt_anchors_per_class, ious_per_class, mask_per_class = get_gt_thresh_iou(\n", + " true_annots, coords, iou_thresh=0.3, return_ious=True\n", + ")\n", "gt_anchors_per_class" ] }, @@ -1067,7 +981,7 @@ } ], "source": [ - "ious_per_class['clock']" + "ious_per_class[\"clock\"]" ] }, { @@ -1087,7 +1001,7 @@ } ], "source": [ - "gt_anchors_per_class['clock'].coords" + "gt_anchors_per_class[\"clock\"].coords" ] }, { @@ -1105,7 +1019,7 @@ { "data": { "text/plain": [ - "({'hat': MultiBx(coords=[[85, 170, 170, 256], [97, 152, 158, 256], [104, 135, 151, 256]], label=['a_3x3_1.0_7', 'a_3x3_0.5_7', 'a_3x3_0.3_7'])},\n", + "({'hat': MultiBx(coords: 3, labels: 3)},\n", " {'hat': (#3) [0.453,0.4899,0.3921]},\n", " {})" ] @@ -1116,7 +1030,14 @@ } ], "source": [ - "get_gt_thresh_iou([100, 150, 180, 300, 'hat'], coords, iou_thresh=0.3, anchor_labels=labels, update_labels=False, return_ious=True)" + "get_gt_thresh_iou(\n", + " [100, 150, 180, 300, \"hat\"],\n", + " coords,\n", + " iou_thresh=0.3,\n", + " anchor_labels=labels,\n", + " update_labels=False,\n", + " return_ious=True,\n", + ")" ] }, { @@ -1134,7 +1055,7 @@ { "data": { "text/plain": [ - "({'hat': MultiBx(coords=[[85, 170, 170, 256], [97, 152, 158, 256], [104, 135, 151, 256]], label=['hat', 'hat', 'hat'])},\n", + "({'hat': MultiBx(coords: 3, labels: 3)},\n", " {'hat': (#3) [0.453,0.4899,0.3921]},\n", " {})" ] @@ -1145,7 +1066,7 @@ } ], "source": [ - "get_gt_thresh_iou([100, 150, 180, 300, 'hat'], coords, iou_thresh=0.3, return_ious=True)" + "get_gt_thresh_iou([100, 150, 180, 300, \"hat\"], coords, iou_thresh=0.3, return_ious=True)" ] }, { @@ -1157,14 +1078,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "/mnt/data/projects/pybx/.venv/lib/python3.7/site-packages/ipykernel_launcher.py:59: NoGroundTruthBxs: No good ground truth anchors found for label=shirt, try lowering threshold (iou_thresh=0.3 or increasing candidates.\n" + "/tmp/ipykernel_330543/1922175922.py:57: NoGroundTruthBxs: No good ground truth anchors found for label=shirt, try lowering threshold (iou_thresh=0.3 or increasing candidates.\n", + " warnings.warn(\n" ] }, { "data": { "text/plain": [ - "({'hat': MultiBx(coords=[[85, 170, 170, 256], [97, 152, 158, 256], [104, 135, 151, 256]], label=['hat', 'hat', 'hat']),\n", - " 'shirt': None},\n", + "({'hat': MultiBx(coords: 3, labels: 3), 'shirt': None},\n", " {'hat': (#3) [0.453,0.4899,0.3921], 'shirt': (#0) []},\n", " {})" ] @@ -1175,7 +1096,12 @@ } ], "source": [ - "get_gt_thresh_iou([[100, 150, 180, 300, 'hat'], [100, 120, 280, 200, 'shirt']], coords, iou_thresh=0.3, return_ious=True)" + "get_gt_thresh_iou(\n", + " [[100, 150, 180, 300, \"hat\"], [100, 120, 280, 200, \"shirt\"]],\n", + " coords,\n", + " iou_thresh=0.3,\n", + " return_ious=True,\n", + ")" ] }, { @@ -1207,8 +1133,8 @@ " anchor_labels=None,\n", " return_ious=False,\n", " return_masks=False,\n", - " positive_boxes=1, \n", - " update_labels=True\n", + " positive_boxes=1,\n", + " update_labels=True,\n", "):\n", " \"\"\"Calculate positive ground truth and extra positive ground truth bounding boxes based on maximum IOU condition.\n", "\n", @@ -1229,7 +1155,7 @@ " dict: boolean list indicating positive ground truth anchor boxes per class\n", " \"\"\"\n", " gt_anchors_per_class = defaultdict(lambda: L())\n", - " iou_per_class = defaultdict(lambda: L()) \n", + " iou_per_class = defaultdict(lambda: L())\n", " mask_per_class = defaultdict(lambda: L())\n", " true_annots_as_bx = (\n", " get_bx(true_annots) if not isinstance(true_annots, BX_TYPE) else true_annots\n", @@ -1244,7 +1170,7 @@ " if not isinstance(anchor_boxes, BX_TYPE)\n", " else anchor_boxes\n", " )\n", - " n_boxes = len(coords_as_bx) \n", + " n_boxes = len(coords_as_bx)\n", "\n", " for annots in true_annots_as_bx:\n", " label = annots.label[0] # is a list of len 1\n", @@ -1253,7 +1179,7 @@ " max_iou = ious_sorted[:positive_boxes]\n", " ious_filter = [ious.index(m) for m in max_iou]\n", " mask = L([True if idx in ious_filter else False for idx in range(n_boxes)])\n", - " \n", + "\n", " if mask.sum() < 1:\n", " warnings.warn(\n", " NoGroundTruthBxs(\n", @@ -1273,9 +1199,11 @@ " if mask.sum() > 0:\n", " gt_anchors_per_class[label] = stack_bxs_inplace(\n", " *[\n", - " reassign_label(coords_as_bx[i], label=[label])\n", - " if update_labels\n", - " else coords_as_bx[i]\n", + " (\n", + " reassign_label(coords_as_bx[i], label=[label])\n", + " if update_labels\n", + " else coords_as_bx[i]\n", + " )\n", " for i in ious_filter\n", " ]\n", " )\n", @@ -1291,8 +1219,8 @@ { "data": { "text/plain": [ - "({'clock': MultiBx(coords=[[183, 67, 243, 188]], label=['clock']),\n", - " 'frame': MultiBx(coords=[[12, 152, 72, 256]], label=['frame'])},\n", + "({'clock': MultiBx(coords: 1, labels: 1),\n", + " 'frame': MultiBx(coords: 1, labels: 1)},\n", " {},\n", " {})" ] @@ -1330,7 +1258,7 @@ } ], "source": [ - "tmp_bx = get_gt_max_iou(true_annots, coords)[0]['clock']\n", + "tmp_bx = get_gt_max_iou(true_annots, coords)[0][\"clock\"]\n", "tmp_bx[0]" ] }, @@ -1342,7 +1270,7 @@ { "data": { "text/plain": [ - "(#1) [[183, 67, 60, 121]]" + "[[183, 67, 60, 121, 'clock']]" ] }, "execution_count": null, @@ -1362,7 +1290,7 @@ { "data": { "text/plain": [ - "(#1) [[0.71, 0.425, 0.2, 0.4033]]" + "[[0.71, 0.425, 0.2, 0.4033, 'clock']]" ] }, "execution_count": null, @@ -1382,7 +1310,7 @@ { "data": { "text/plain": [ - "(#1) [[0.71, 0.425, 0.2, 0.4033]]" + "[[0.71, 0.425, 0.2, 0.4033, 'clock']]" ] }, "execution_count": null, @@ -1444,8 +1372,8 @@ { "data": { "text/plain": [ - "({'clock': MultiBx(coords=[[183, 67, 243, 188]], label=['clock']),\n", - " 'frame': MultiBx(coords=[[12, 152, 72, 256]], label=['frame'])},\n", + "({'clock': MultiBx(coords: 1, labels: 1),\n", + " 'frame': MultiBx(coords: 1, labels: 1)},\n", " {'clock': (#1) [0.3482], 'frame': (#1) [0.4488]},\n", " {'clock': (#1741) [False,False,False,False,False,False,False,False,False,False...],\n", " 'frame': (#1741) [False,False,False,False,False,False,False,False,False,False...]})" @@ -1517,8 +1445,8 @@ { "data": { "text/plain": [ - "{'clock': MultiBx(coords=[[183, 67, 243, 188]], label=['clock']),\n", - " 'frame': MultiBx(coords=[[12, 152, 72, 256]], label=['frame'])}" + "{'clock': MultiBx(coords: 1, labels: 1),\n", + " 'frame': MultiBx(coords: 1, labels: 1)}" ] }, "execution_count": null, @@ -1538,7 +1466,7 @@ { "data": { "text/plain": [ - "MultiBx(coords=[[130, 63, 225, 180], [13, 158, 90, 213]], label=['clock', 'frame'])" + "MultiBx(coords: 2, labels: 2)" ] }, "execution_count": null, @@ -1559,7 +1487,7 @@ { "data": { "text/plain": [ - "MultiBx(coords=[[183, 67, 243, 188]], label=['clock'])" + "MultiBx(coords: 1, labels: 1)" ] }, "execution_count": null, @@ -1568,7 +1496,7 @@ } ], "source": [ - "gt_anchors_per_class['clock']" + "gt_anchors_per_class[\"clock\"]" ] }, { @@ -1579,7 +1507,7 @@ { "data": { "text/plain": [ - "MultiBx(coords=[[183, 67, 243, 188]], label=['clock'])" + "MultiBx(coords: 1, labels: 1)" ] }, "execution_count": null, @@ -1588,7 +1516,7 @@ } ], "source": [ - "gt_anchors_per_class['clock'] # this is still a MultiBx" + "gt_anchors_per_class[\"clock\"] # this is still a MultiBx" ] }, { @@ -1608,7 +1536,7 @@ } ], "source": [ - "len(gt_anchors_per_class['clock'])" + "len(gt_anchors_per_class[\"clock\"])" ] }, { @@ -1628,7 +1556,7 @@ } ], "source": [ - "gt_anchors_per_class['clock'][0] # this is a BaseBx, which wont raise a warning" + "gt_anchors_per_class[\"clock\"][0] # this is a BaseBx, which wont raise a warning" ] }, { @@ -1640,7 +1568,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/mnt/data/projects/pybx/pybx/basics.py:577: BxViolation: Other should be BaseBx, got MultiBx\n", + "/run/media/data1/projects/pybx/pybx/basics.py:686: BxViolation: Other should be BaseBx, got MultiBx\n", " warnings.warn(BxViolation(f\"Other should be BaseBx, got MultiBx\"))\n" ] }, @@ -1656,7 +1584,7 @@ } ], "source": [ - "true_annots_bx[0].get_offset(gt_anchors_per_class['clock']) " + "true_annots_bx[0].get_offset(gt_anchors_per_class[\"clock\"])" ] }, { @@ -1676,7 +1604,9 @@ } ], "source": [ - "true_annots_bx[0].get_offset(gt_anchors_per_class['clock'][0]) # by default normalize=True" + "true_annots_bx[0].get_offset(\n", + " gt_anchors_per_class[\"clock\"][0]\n", + ") # by default normalize=True" ] }, { @@ -1703,7 +1633,7 @@ } ], "source": [ - "true_annots_bx[0].get_offset(gt_anchors_per_class['clock'][0], normalize=False) # " + "true_annots_bx[0].get_offset(gt_anchors_per_class[\"clock\"][0], normalize=False) #" ] }, { @@ -1721,12 +1651,13 @@ "source": [ "# | export\n", "\n", + "\n", "def get_gt_offsets(\n", - " true_annots:BaseBx, \n", + " true_annots: BaseBx,\n", " anchor_boxes,\n", - " anchor_labels=None, # do we need to pass this\n", - " masks=None, \n", - " sigma=(0.1, 0.2), \n", + " anchor_labels=None, # do we need to pass this\n", + " masks=None,\n", + " sigma=(0.1, 0.2),\n", " normalize=True,\n", " log_func=np.log,\n", " update_labels=False,\n", @@ -1749,19 +1680,26 @@ " list: List of corresponding anchor box labels.\n", " \"\"\"\n", " if not isinstance(true_annots, Bx):\n", - " true_annots = bbx(true_annots)\n", + " # the annotation for a single object, make listy if not\n", + " true_annots = true_annots if is_listy(true_annots) else [true_annots]\n", + " true_annots = get_bx(true_annots)[0] # get back the BaseBx\n", "\n", - " Na = len(anchor_boxes) # no of anchor boxes (includes positive and negative anchor boxes)\n", - " masks = masks if masks is not None else L([True]*Na) # if no masks provided, repeat for all anchors\n", - " offsets = np.zeros((Na, 4))\n", - " labels = L(['background']*Na) # if update_labels else anchor_labels\n", - " true_label = true_annots.label[0] if len(true_annots.label)!=0 else 'unknown'\n", + " n_anchors = len(anchor_boxes)\n", + " # no of anchor boxes (includes positive and negative anchor boxes)\n", + " masks = (\n", + " masks if masks is not None else L([True] * n_anchors)\n", + " ) # if no masks provided, repeat for all anchors\n", + " offsets = np.zeros((n_anchors, 4))\n", + " labels = L([\"background\"] * n_anchors) # if update_labels else anchor_labels\n", + " true_label = true_annots.label[0] if len(true_annots.label) != 0 else \"unknown\"\n", " for idx, (box, mask) in enumerate(zip(anchor_boxes, masks)):\n", " if mask:\n", - " offsets[idx, :] = true_annots.get_offset(box, normalize=normalize, sigma=sigma, log_func=log_func)\n", + " offsets[idx, :] = true_annots.get_offset(\n", + " box, normalize=normalize, sigma=sigma, log_func=log_func\n", + " )\n", " # labels with mask=True will be the candidates for actual ground truth class.\n", - " if update_labels: # and (labels is not None):\n", - " labels[idx] = true_label \n", + " if update_labels: # and (labels is not None):\n", + " labels[idx] = true_label\n", " return offsets, labels" ] }, @@ -1780,7 +1718,8 @@ { "data": { "text/plain": [ - "BaseBx(coords=[[130, 63, 225, 180]], label=['clock'])" + "(BaseBx(coords=[[130, 63, 225, 180]], label=['clock']),\n", + " BaseBx(coords=[[130, 63, 225, 180]], label=['clock']))" ] }, "execution_count": null, @@ -1789,27 +1728,7 @@ } ], "source": [ - "true_annots_bx[0]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'x_min': 130, 'y_min': 63, 'x_max': 225, 'y_max': 180, 'label': 'clock'}" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "true_annots[0]" + "true_annots_bx[0], get_bx([true_annots[0]])[0]" ] }, { @@ -1830,8 +1749,12 @@ ], "source": [ "# passing dict\n", - "gt_offsets_clock, labels = get_gt_offsets(true_annots[0], coords, masks=mask_per_class['clock'])\n", - "gt_offsets_clock[mask_per_class['clock']] # using the mask to look at only the valid offset" + "gt_offsets_clock, labels = get_gt_offsets(\n", + " true_annots[0], coords, masks=mask_per_class[\"clock\"]\n", + ")\n", + "gt_offsets_clock[\n", + " mask_per_class[\"clock\"]\n", + "] # using the mask to look at only the valid offset" ] }, { @@ -1852,8 +1775,10 @@ ], "source": [ "# passing list\n", - "gt_offsets_clock, labels = get_gt_offsets([130, 63, 225, 180, 'clock'], coords, masks=mask_per_class['clock'])\n", - "gt_offsets_clock[mask_per_class['clock']]" + "gt_offsets_clock, labels = get_gt_offsets(\n", + " [130, 63, 225, 180, \"clock\"], coords, masks=mask_per_class[\"clock\"]\n", + ")\n", + "gt_offsets_clock[mask_per_class[\"clock\"]]" ] }, { @@ -1880,7 +1805,9 @@ } ], "source": [ - "gt_offsets_clock, labels = get_gt_offsets(true_annots[0], coords, masks=mask_per_class['clock'], update_labels=False) \n", + "gt_offsets_clock, labels = get_gt_offsets(\n", + " true_annots[0], coords, masks=mask_per_class[\"clock\"], update_labels=False\n", + ")\n", "labels.unique()" ] }, @@ -1901,7 +1828,9 @@ } ], "source": [ - "gt_offsets_clock, labels = get_gt_offsets(true_annots[0], coords, masks=mask_per_class['clock'], update_labels=True) \n", + "gt_offsets_clock, labels = get_gt_offsets(\n", + " true_annots[0], coords, masks=mask_per_class[\"clock\"], update_labels=True\n", + ")\n", "labels.unique()" ] }, @@ -1929,7 +1858,9 @@ } ], "source": [ - "gt_offsets_clock, labels = get_gt_offsets([130, 63, 225, 180], coords, masks=mask_per_class['clock'], update_labels=True) \n", + "gt_offsets_clock, labels = get_gt_offsets(\n", + " [130, 63, 225, 180], coords, masks=mask_per_class[\"clock\"], update_labels=True\n", + ")\n", "labels.unique()" ] }, @@ -1970,7 +1901,9 @@ } ], "source": [ - "gt_offsets_clock[mask_per_class['clock']] # czan use the mask to index the only valid offset" + "gt_offsets_clock[\n", + " mask_per_class[\"clock\"]\n", + "] # czan use the mask to index the only valid offset" ] }, { @@ -1986,7 +1919,9 @@ "metadata": {}, "outputs": [], "source": [ - "from fastcore.foundation import noop # do no operation, basically an identity function f(x) = x" + "from fastcore.foundation import (\n", + " noop,\n", + ") # do no operation, basically an identity function f(x) = x" ] }, { @@ -2006,8 +1941,10 @@ } ], "source": [ - "gt_offsets_clock_nolog, _ = get_gt_offsets(true_annots_bx[0], coords, masks=mask_per_class['clock'], log_func=noop) \n", - "gt_offsets_clock_nolog[mask_per_class['clock']]" + "gt_offsets_clock_nolog, _ = get_gt_offsets(\n", + " true_annots_bx[0], coords, masks=mask_per_class[\"clock\"], log_func=noop\n", + ")\n", + "gt_offsets_clock_nolog[mask_per_class[\"clock\"]]" ] }, { @@ -2034,8 +1971,13 @@ } ], "source": [ - "gt_offsets_clock_nolog, _ = get_gt_offsets(true_annots_bx[0], coords, masks=mask_per_class['clock'], log_func=lambda x: x * np.log2(x)) \n", - "gt_offsets_clock_nolog[mask_per_class['clock']]" + "gt_offsets_clock_nolog, _ = get_gt_offsets(\n", + " true_annots_bx[0],\n", + " coords,\n", + " masks=mask_per_class[\"clock\"],\n", + " log_func=lambda x: x * np.log2(x),\n", + ")\n", + "gt_offsets_clock_nolog[mask_per_class[\"clock\"]]" ] }, { @@ -2052,7 +1994,7 @@ "outputs": [], "source": [ "for idx, true_bx in enumerate(true_annots_bx):\n", - " get_gt_offsets(true_bx, coords, masks=mask_per_class[true_bx.label[0]]) " + " get_gt_offsets(true_bx, coords, masks=mask_per_class[true_bx.label[0]])" ] }, { @@ -2063,7 +2005,7 @@ { "data": { "text/plain": [ - "MultiBx(coords=[[130, 63, 225, 180], [13, 158, 90, 213]], label=['clock', 'frame'])" + "MultiBx(coords: 2, labels: 2)" ] }, "execution_count": null, @@ -2091,13 +2033,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "138 ms ± 309 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" + "135 ms ± 2.32 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" ] } ], "source": [ "%%timeit\n", - "get_gt_offsets(true_annots_bx[0], coords) # without mask" + "get_gt_offsets(true_annots_bx[0], coords) # without mask" ] }, { @@ -2109,13 +2051,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "340 µs ± 11.9 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" + "468 µs ± 90.4 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" ] } ], "source": [ "%%timeit\n", - "get_gt_offsets(true_annots_bx[0], coords, masks=mask_per_class['clock']) # with mask" + "get_gt_offsets(true_annots_bx[0], coords, masks=mask_per_class[\"clock\"]) # with mask" ] }, { @@ -2124,8 +2066,9 @@ "metadata": {}, "outputs": [], "source": [ - "#|hide\n", + "# |hide\n", "from nbdev import nbdev_export\n", + "\n", "nbdev_export()" ] }, @@ -2146,9 +2089,9 @@ ], "metadata": { "kernelspec": { - "display_name": "pybx-kernel", + "display_name": "python3", "language": "python", - "name": "pybx-kernel" + "name": "python3" } }, "nbformat": 4, diff --git a/nbs/01_basics.ipynb b/nbs/01_basics.ipynb index 7f676e7..1b88d99 100644 --- a/nbs/01_basics.ipynb +++ b/nbs/01_basics.ipynb @@ -11,23 +11,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 356, "metadata": {}, "outputs": [], "source": [ - "#| default_exp basics" + "# | default_exp basics" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 357, "metadata": {}, "outputs": [], "source": [ - "#| export\n", + "# | export\n", "import warnings\n", "import inspect\n", - "from typing import Union\n", + "from typing import Union, Dict\n", "from numpy.typing import ArrayLike\n", "\n", "import numpy as np\n", @@ -36,19 +36,30 @@ "from fastcore.basics import concat, store_attr, patch, GetAttr\n", "from fastcore.xtras import is_listy\n", "\n", - "from pybx.ops import mul, sub, intersection_box, make_single_iterable, voc_keys, update_keys\n", + "from pybx.ops import (\n", + " mul,\n", + " sub,\n", + " intersection_box,\n", + " make_single_iterable,\n", + " voc_keys,\n", + " label_keys,\n", + " update_keys,\n", + ")\n", "from pybx.excepts import *\n", "\n", - "COORD_TYPES = (np.float_, np.int_, int)\n", + "COORD_TYPES = (np.int_, int, np.float_)\n", + "ITER_TYPE_JSON = Dict[str, str]\n", "ITER_TYPES = (np.ndarray, list, L)\n", - "ITER_TYPES_TUPLE = (tuple, )\n", - "ITER_TYPES_EXTRA = (dict, )\n", + "ITER_TYPES_TUPLE = (tuple,)\n", + "ITER_TYPES_EXTRA = (dict, ITER_TYPE_JSON)\n", + "ITER_TYPE_HASHED = (dict, ITER_TYPE_JSON)\n", + "ALL_ITER_TYPES = ITER_TYPES + ITER_TYPES_TUPLE + ITER_TYPES_EXTRA\n", "ALL_TYPES = COORD_TYPES + ITER_TYPES" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 358, "metadata": {}, "outputs": [], "source": [ @@ -60,689 +71,2412 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Anchor box coordinates of type `list`/`dict`/`json`/`array` can be converted \n", - "to a `Bx` instance. Once wrapped as a `Bx` instance, some interesting properties can\n", - "be calculated from the coordinates. " + "# Check validity of boxes" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 359, "metadata": {}, "outputs": [], "source": [ "# | export\n", - "class Bx:\n", - " \"\"\"Interface for all future Bx's\"\"\"\n", - "\n", - " def __init__(self, coords, label: list = None):\n", - " label = label if label else []\n", - " label = L(label) if not is_listy(label) else label\n", - " coords = [coords] if len(coords) > 1 else coords # make list of list\n", - " # other props\n", - " _coords = coords[0] # internat representation as a list\n", - " assert len(_coords) == 4, f\"Expected 4 items in _coords, got {_coords}\"\n", - " x_min, y_min, x_max, y_max = _coords\n", - " store_attr(\"x_min, y_min, x_max, y_max, _coords, coords, label\")\n", - "\n", - " def __str__(self):\n", - " return f\"Bx(coords={self.coords}, label={self.label})\"\n", - "\n", - " def __repr__(self):\n", - " return self.__str__()\n", - "\n", - " def __len__(self):\n", - " return len(self.coords)\n", - "\n", - " def get_coords(self):\n", - " return self.coords\n", - "\n", - " @property\n", - " def coords_as_numpy(self):\n", - " return np.array(self.coords, dtype=int)\n", - "\n", - " def get_label(self):\n", - " return self.label\n", - "\n", - " @property\n", - " def bw(self):\n", - " \"\"\"Calculate width\"\"\"\n", - " return sub(*self._coords[::2][::-1])\n", - "\n", - " @property\n", - " def bh(self):\n", - " \"\"\"Calculate height\"\"\"\n", - " return sub(*self._coords[1::2][::-1])\n", - "\n", - " @property\n", - " def cx(self):\n", - " \"\"\"Calculate centroid-x\"\"\"\n", - " return (self.x_min + self.x_max) / 2.\n", "\n", - " @property\n", - " def cy(self):\n", - " \"\"\"Calculate centroid-y\"\"\"\n", - " return (self.y_min + self.y_max) / 2.\n", - "\n", - " @property\n", - " def area(self):\n", - " \"\"\"Calculates the absolute value of the area of the box.\"\"\"\n", - " return abs(mul(self.bw, self.bh))\n", - "\n", - " @property\n", - " def values(self):\n", - " \"\"\"Returns the coordinates and label as a single list.\"\"\"\n", - " return L([[*self._coords, *self.label]])\n", "\n", - " @property\n", - " def valid(self):\n", - " \"\"\"Checks for validity of the box and returns a boolean.\n", - " From `v0.1.3`, validity implies that the box has non-zero area.\n", - " \"\"\"\n", - " v_area = bool(self.area) # False if 0\n", - " v_all = np.array([v_area])\n", - " return True if v_all.all() else False\n", + "def check_format_types(b: list, verbose=False):\n", + " \"\"\"\n", + " Checks if the provided bounding box is in the correct format, typically of [int, int, int, int, str].\n", "\n", - " @property\n", - " def xywh(self):\n", - " \"\"\"Converts the `pascal_voc` bounding box to `coco` format.\"\"\"\n", - " return L([[self.x_min, self.y_min, self.bw, self.bh]])\n", + " Args:\n", + " b (list): bounding box coordinates with or without label\n", "\n", - " def yolo(self, w=1, h=1, normalize=False):\n", - " \"\"\"Converts the `pascal_voc` bounding box to `yolo` centroids format.\n", - " :param normalize: Whether to normalize the bounding box with image width and height.\n", - " :param w: Width of image. Not to be confused with `BaseBx` attribute `w`.\n", - " :param h: Height of image. Not to be confused with `BaseBx` attribute `h`.\n", - " \"\"\"\n", - " if normalize:\n", - " assert (w > 1) and (\n", - " (h > 1)\n", - " ), f\"{inspect.stack()[0][3]} of {__name__}: Expected width and height of image with normalize={normalize}.\"\n", - " _yolo = np.array([[self.cx, self.cy, self.bw, self.bh]])/np.tile([w, h], 2)\n", - " return L(_yolo.round(4).tolist()) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Initializing an empty `Bx` class. It does a whole lot of things!" + " Returns:\n", + " bool\n", + " \"\"\"\n", + " result = all(map(lambda x: isinstance(x, (COORD_TYPES, str)), b))\n", + " if verbose:\n", + " verbose_result = \"Passed\" if result else \"Failed\"\n", + " print(f\"{verbose_result} `check_format_types`.\")\n", + " return result" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 360, "metadata": {}, + "outputs": [], "source": [ - "Generate random coordinates for one anchor boxes." + "list_bbox = [14, 51, 71, 92, \"item\"]\n", + "list_bbox_nolabel = [14, 51, 71, 92]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 361, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[[14, 51, 71, 92]]" + "(True, True)" ] }, - "execution_count": null, + "execution_count": 361, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "np.random.seed(42)\n", - "annots = [sorted([np.random.randint(100) for i in range(4)])]\n", - "annots" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If a single list is passed, `Bx` will make it a list of list." + "check_format_types(list_bbox), check_format_types(list_bbox_nolabel)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 362, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Bx(coords=[[14, 51, 71, 92]], label=[])" + "dtype('int64')" ] }, - "execution_count": null, + "execution_count": 362, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "Bx(annots[0])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "So the correct way to do it would be to pass a list of list." + "np.array(list_bbox_nolabel).dtype" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 363, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Passed `check_format_types`.\n" + ] + }, { "data": { "text/plain": [ - "[[14, 51, 71, 92]]" + "True" ] }, - "execution_count": null, + "execution_count": 363, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "annots" + "check_format_types(np.array(list_bbox_nolabel), verbose=True)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 364, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Bx(coords=[[14, 51, 71, 92]], label=[])" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "b = Bx(annots)\n", - "b" + "# | export\n", + "\n", + "\n", + "def check_length_types(b: list, verbose=False):\n", + " \"\"\"\n", + " Checks if the provided bounding box has an acceptable length and type,\n", + " typically of [int, int, int, int, str] or [int, int, int, int]\n", + "\n", + " Also checks that all values are positive.\n", + "\n", + " Args:\n", + " b (list): bounding box coordinates with or without label\n", + "\n", + " Returns:\n", + " bool\n", + " \"\"\"\n", + " b_label = True\n", + " # check if len of the coordinates are 4\n", + " b_len = len(b[:4]) == 4\n", + " # check if first 4 items are int and positive\n", + " b_coord_pos = all(\n", + " map(lambda x: x >= 0 if isinstance(x, COORD_TYPES) else False, b[:4])\n", + " )\n", + " # if labels provided, check if string\n", + " if len(b) > 4:\n", + " b_label = all(map(lambda x: isinstance(x, str), b[4:]))\n", + "\n", + " result = all((b_len, b_coord_pos, b_label))\n", + " if verbose:\n", + " verbose_result = \"Passed\" if result else \"Failed\"\n", + " print(\n", + " f\"{verbose_result} `check_length_types`. Results were label:{b_label}, len:{b_len}, coords:{b_coord_pos}\"\n", + " )\n", + " return result" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 365, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "1" + "(True, True)" ] }, - "execution_count": null, + "execution_count": 365, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "len(b)" + "check_length_types(list_bbox), check_length_types(list_bbox_nolabel)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 366, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "42.5" + "(False, False, False)" ] }, - "execution_count": null, + "execution_count": 366, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.cx" + "(\n", + " check_length_types([14, 51, 92, \"item1\"]),\n", + " check_length_types([14, 51, 92]),\n", + " check_length_types([14, 51, -1, 92]),\n", + ")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 367, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Failed `check_length_types`. Results were label:True, len:True, coords:False\n" + ] + }, { "data": { "text/plain": [ - "" + "False" ] }, - "execution_count": null, + "execution_count": 367, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.yolo" + "check_length_types([14, 51, 92, \"item1\"], verbose=True)" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 368, "metadata": {}, + "outputs": [], "source": [ - "To get normalized coordinates wrt to the image dimensions." + "# | export\n", + "\n", + "\n", + "def check_max_voc(b: list, verbose=False):\n", + " \"\"\"\n", + " Checks if the provided bounding box bottom right corner (x_max, y_max) is greater\n", + " than the top left corner (x_min, y_min), which is true for voc format.\n", + "\n", + " Args:\n", + " b (list): bounding box coordinates with or without label\n", + "\n", + " Returns:\n", + " bool\n", + " \"\"\"\n", + " assert len(b) >= 4, f\"Not enough items in passed bounding box {b}.\"\n", + " b_coord = b[:4]\n", + " xs, ys = b_coord[::2], b_coord[1::2]\n", + " assert all(\n", + " map(lambda x: isinstance(x, COORD_TYPES), xs)\n", + " ), f\"Got `x_min`, `x_max` of wrong type {xs}\"\n", + " assert all(\n", + " map(lambda x: isinstance(x, COORD_TYPES), ys)\n", + " ), f\"Got `y_min`, `y_max` of wrong type {ys}\"\n", + "\n", + " check_xs = xs[1] > xs[0]\n", + " check_ys = ys[1] > ys[0]\n", + " result = check_xs and check_ys\n", + " if verbose:\n", + " verbose_result = \"Passed\" if result else \"Failed\"\n", + " print(\n", + " f\"{verbose_result} `check_max_voc`. Results were check_xs:{check_xs}, check_ys:{check_ys}\"\n", + " )\n", + " return result" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 369, + "metadata": {}, + "outputs": [], + "source": [ + "list_bbox = [14, 51, 71, 92, \"item\"]\n", + "list_bbox_nolabel = [14, 51, 71, 92]" + ] + }, + { + "cell_type": "code", + "execution_count": 370, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(#1) [[0.1897, 0.3192, 0.2545, 0.183]]" + "(True, True)" ] }, - "execution_count": null, + "execution_count": 370, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.yolo(224, 224, normalize=True)" + "check_max_voc(list_bbox), check_max_voc(list_bbox_nolabel)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 371, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(#1) [[14, 51, 71, 92]]" + "(False, True)" ] }, - "execution_count": null, + "execution_count": 371, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.values" + "check_max_voc([14, 51, 10, 92]), check_max_voc([0, -1, 10, 92])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 372, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Failed `check_max_voc`. Results were check_xs:False, check_ys:True\n" + ] + }, { "data": { "text/plain": [ - "array([[14, 51, 71, 92]])" + "False" ] }, - "execution_count": null, + "execution_count": 372, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.coords_as_numpy" + "check_max_voc([14, 51, 10, 92], verbose=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`Bx` is inherited by all other types in `pybx`: `BaseBx`, `MultiBx`, `ListBx`, `JsonBx`, exposing the same properties.\n", - "\n", - "`BaseBx` works with other types of coordinates too. \n", - "It accepts the coordinates and label for one anchor box in a `list` or `ndarray` \n", - "format." + "Method that does all of the above checks." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 373, "metadata": {}, "outputs": [], "source": [ - "# | export \n", - "class BaseBx(Bx):\n", - " \"\"\"BaseBx is the most primitive form of representing a bounding box.\n", - " Coordinates and label of a bounding box can be wrapped as a BaseBx using:\n", - " `bbx(coords, label)`.\n", - "\n", - " :param coords: can be of type `list` or `array` representing a single box.\n", - " - `list` can be formatted with `label`: `[x_min, y_min, x_max, y_max, label]`\n", - " or without `label`: `[x_min, y_min, x_max, y_max]`\n", - " - `array` should be a 1-dimensional array of shape `(4,)`\n", + "# | export\n", "\n", - " :param label: a `list` or `str` that has the class name or label for the object\n", - " in the corresponding box.\n", - " \"\"\"\n", "\n", - " def __init__(self, coords, label: list = None):\n", - " self.index = 0 # Fixes #2, calls itself everytime\n", - " assert isinstance(coords, (list, L, np.ndarray)), f\"{__name__}: Expected type list or np.ndarray for coords, got {type(coords)}\"\n", - " assert isinstance(coords[0], ALL_TYPES), (\n", - " f\"{__name__}: Expected float, int or single-nested list or np.ndarray at coords[0], \"\n", - " f\"got {type(coords[0])} with {coords[0]}\"\n", - " ) \n", - " super().__init__(coords, label) \n", - " \n", - " def __str__(self):\n", - " return f'BaseBx(coords={self.coords}, label={self.label})'\n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Works with arrays and lists:" + "def perform_box_checks(b: list, verbose=False):\n", + " \"\"\"Calls all checks for bounding boxes: check_max_voc, check_length_types, check_format_types.\"\"\"\n", + " checks = (\n", + " check_max_voc(b, verbose=verbose),\n", + " check_length_types(b, verbose=verbose),\n", + " check_format_types(b, verbose=verbose),\n", + " )\n", + " return all(checks)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 374, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Failed `check_max_voc`. Results were check_xs:False, check_ys:True\n", + "Passed `check_length_types`. Results were label:True, len:True, coords:True\n", + "Passed `check_format_types`.\n" + ] + }, { "data": { "text/plain": [ - "BaseBx(coords=[[14, 51, 71, 92]], label=[])" + "False" ] }, - "execution_count": null, + "execution_count": 374, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "BaseBx(annots)" + "perform_box_checks([14, 51, 10, 92], verbose=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Parse bounding boxes\n", + "\n", + "Bounding box coordinates of type `list`/`dict`/`json`/`array` can be converted \n", + "to a `Bx` instance. Once wrapped as a `Bx` instance, some interesting properties can\n", + "be calculated from the coordinates. " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 375, "metadata": {}, "outputs": [], "source": [ - "b = BaseBx(annots, 'flower')" + "# | export\n", + "\n", + "\n", + "def parse_list(b: Union[list, ArrayLike], verbose=False, no_check=False):\n", + " \"\"\"\n", + " Takes a list and splits into bounding box coordinates and label\n", + "\n", + " Args:\n", + " b (list): Bounding box coordinates with or without label\n", + "\n", + " Returns:\n", + " list: Bounding box coordinates\n", + " str: Bounding box label\n", + " \"\"\"\n", + " if not no_check:\n", + " assert perform_box_checks(\n", + " b, verbose=verbose\n", + " ), f\"Failed `perform_box_checks` for bounding box coordinates {b}\"\n", + " coords = list(b[:4])\n", + " label = \"unknown\"\n", + " if len(b) > 4:\n", + " label = b[-1]\n", + " return [coords], [label]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 376, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[14, 51, 71, 92]], label=['flower'])" + "([[10, 0, 11, 6]], ['unknown'])" ] }, - "execution_count": null, + "execution_count": 376, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b" + "parse_list([10, 0, 11, 6])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 377, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[14, 51, 71, 92]]" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "b.coords" + "list_bbox = [14, 51, 71, 92, \"item\"]\n", + "list_bbox_nolabel = [14, 51, 71, 92]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 378, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[14, 51, 71, 92]])" + "(([[14, 51, 71, 92]], ['item']), ([[14, 51, 71, 92]], ['unknown']))" ] }, - "execution_count": null, + "execution_count": 378, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.coords_as_numpy" + "parse_list(list_bbox), parse_list(list_bbox_nolabel)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Calling the `values` attribute returns the labels along with the coordinates." + "Works the same way with arrays." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 379, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(#1) [[14, 51, 71, 92, 'flower']]" + "True" ] }, - "execution_count": null, + "execution_count": 379, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.values" + "perform_box_checks(np.array(list_bbox_nolabel))" + ] + }, + { + "cell_type": "code", + "execution_count": 380, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "([[14, 51, 71, 92]], ['unknown'])" + ] + }, + "execution_count": 380, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parse_list(np.array(list_bbox_nolabel))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`BaseBx` also exposes a method to calculate the Intersection Over Union (IOU):" + "If wrong or bad bounding boxes are passed, it will throw an Error." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 381, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Failed `perform_box_checks` for bounding box coordinates [14, 51, 71, -1]\n" + ] + } + ], + "source": [ + "try:\n", + " parse_list([14, 51, 71, -1])\n", + "except AssertionError as A:\n", + " print(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 382, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Not enough items in passed bounding box [14, 51, 71].\n" + ] + } + ], + "source": [ + "try:\n", + " parse_list([14, 51, 71])\n", + "except AssertionError as A:\n", + " print(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 383, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Got `y_min`, `y_max` of wrong type [51, 'item']\n" + ] + } + ], + "source": [ + "try:\n", + " parse_list([14, 51, 71, \"item\"])\n", + "except AssertionError as A:\n", + " print(A)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Same operations with `dict` and `json` strings." + ] + }, + { + "cell_type": "code", + "execution_count": 384, + "metadata": {}, + "outputs": [], + "source": [ + "dict_bbox = {\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92, \"label\": \"item\"}\n", + "dict_bbox_labelkey = {\n", + " \"x_min\": 14,\n", + " \"y_min\": 51,\n", + " \"x_max\": 71,\n", + " \"y_max\": 92,\n", + " \"object\": \"item\",\n", + "}\n", + "dict_bbox_nolabel = {\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92}" + ] + }, + { + "cell_type": "code", + "execution_count": 385, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['x_min', 'y_min', 'x_max', 'y_max', 'label']" + ] + }, + "execution_count": 385, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "voc_keys" + ] + }, + { + "cell_type": "code", + "execution_count": 386, "metadata": {}, "outputs": [], "source": [ "# | export\n", "\n", "\n", - "@patch\n", - "def iou(self: BaseBx, other):\n", - " \"\"\"Caclulates the Intersection Over Union (IOU) of the box\n", - " w.r.t. another `BaseBx`. Returns the IOU only if the box is\n", - " considered `valid`.\n", + "def parse_dict(b: dict, **kwargs):\n", " \"\"\"\n", - " if not isinstance(other, Bx):\n", - " other = bbx(other)\n", - " if self.valid:\n", + " Takes a dict and splits into bounding box coordinates and label\n", + "\n", + " Args:\n", + " b (dict): Bounding box coordinates with or without label\n", + "\n", + " Returns:\n", + " list: Bounding box coordinates\n", + " str: Bounding box label\n", + " \"\"\"\n", + " b_ = []\n", + " keys = update_keys(b)\n", + " for k in keys:\n", " try:\n", - " int_box = bbx(intersection_box(self.coords, other.coords))\n", - " except NoIntersection:\n", - " return 0.0\n", - " int_area = int_box.area\n", - " union_area = other.area + self.area - int_area\n", - " return int_area / union_area\n", - " return 0.0" + " b_.append(b[k])\n", + " except KeyError:\n", + " warnings.warn(f\"No {k} key in {b}\")\n", + " pass\n", + " return parse_list(b_, **kwargs)" + ] + }, + { + "cell_type": "code", + "execution_count": 387, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['x_min', 'y_min', 'x_max', 'y_max', 'label']" + ] + }, + "execution_count": 387, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "update_keys(dict_bbox_nolabel)" + ] + }, + { + "cell_type": "code", + "execution_count": 388, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/sl/tgj9ztc51hz_d2yt8kg97f840000gn/T/ipykernel_15739/1918640422.py:21: UserWarning: No label key in {'x_min': 14, 'y_min': 51, 'x_max': 71, 'y_max': 92}\n", + " warnings.warn(f\"No {k} key in {b}\")\n" + ] + }, + { + "data": { + "text/plain": [ + "(([[14, 51, 71, 92]], ['item']),\n", + " ([[14, 51, 71, 92]], ['item']),\n", + " ([[14, 51, 71, 92]], ['unknown']))" + ] + }, + "execution_count": 388, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parse_dict(dict_bbox), parse_dict(dict_bbox_labelkey), parse_dict(dict_bbox_nolabel)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Same operations with Json strings." + ] + }, + { + "cell_type": "code", + "execution_count": 389, + "metadata": {}, + "outputs": [], + "source": [ + "json_bbox = '{\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92, \"label\": \"item\"}'\n", + "json_bbox_labelkey = (\n", + " '{\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92, \"object\": \"item\"}'\n", + ")\n", + "json_bbox_nolabel = '{\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92}'" + ] + }, + { + "cell_type": "code", + "execution_count": 390, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "\n", + "\n", + "def parse_json(b: Union[str, Dict], **kwargs):\n", + " \"\"\"\n", + " Takes a json string or dict and splits into bounding box coordinates and label\n", + "\n", + " Args:\n", + " b (json str): Bounding box coordinates with or without label\n", + "\n", + " Returns:\n", + " list: Bounding box coordinates\n", + " str: Bounding box label\n", + " \"\"\"\n", + " if isinstance(b, str):\n", + " b = json.loads(b)\n", + " elif isinstance(b, dict):\n", + " return parse_dict(b, **kwargs)\n", + " else:\n", + " raise NotImplementedError(f\"Unknown type passed to `parse_json` {b}\")\n", + " return parse_dict(b, **kwargs)" + ] + }, + { + "cell_type": "code", + "execution_count": 391, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92, \"label\": \"item\"}'" + ] + }, + "execution_count": 391, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "json_bbox" + ] + }, + { + "cell_type": "code", + "execution_count": 392, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/sl/tgj9ztc51hz_d2yt8kg97f840000gn/T/ipykernel_15739/1918640422.py:21: UserWarning: No label key in {'x_min': 14, 'y_min': 51, 'x_max': 71, 'y_max': 92}\n", + " warnings.warn(f\"No {k} key in {b}\")\n" + ] + }, + { + "data": { + "text/plain": [ + "(([[14, 51, 71, 92]], ['item']),\n", + " ([[14, 51, 71, 92]], ['item']),\n", + " ([[14, 51, 71, 92]], ['unknown']))" + ] + }, + "execution_count": 392, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parse_json(json_bbox), parse_json(json_bbox_labelkey), parse_json(json_bbox_nolabel)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It could also be a json object read from file." + ] + }, + { + "cell_type": "code", + "execution_count": 393, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'x_min': 130, 'y_min': 63, 'x_max': 225, 'y_max': 180, 'label': 'clock'}" + ] + }, + "execution_count": 393, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "json_bbox_file = json.load(open(\"../data/annots.json\"))[0]\n", + "json_bbox_file" + ] + }, + { + "cell_type": "code", + "execution_count": 394, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "([[130, 63, 225, 180]], ['clock'])" + ] + }, + "execution_count": 394, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parse_json(json_bbox_file)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 395, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "class Bx:\n", + " \"\"\"Interface for all future Bx's\"\"\"\n", + "\n", + " def __init__(self, coords, label: list = None, verbose=False, no_check=False):\n", + " # number of points to represent a box\n", + " n_points = 4\n", + " if no_check:\n", + " coords, parsed_label = coords, label\n", + " else:\n", + " # checks for box validity and parses coordinates\n", + " coords, parsed_label = parse_list(coords)\n", + " # make coord a list of lists\n", + " coords = [coords] if not is_listy(coords[0]) else coords\n", + " # make label a list of single item\n", + " label = label if label else parsed_label\n", + " label = label if is_listy(label) else [label]\n", + " # internal representation as a list\n", + " _coords = coords[0]\n", + " x_min, y_min, x_max, y_max = _coords\n", + " store_attr(\n", + " \"x_min, y_min, x_max, y_max, _coords, coords, label, verbose, no_check, n_points\"\n", + " )\n", + "\n", + " def __str__(self):\n", + " return f\"Bx(coords={self.coords}, label={self.label})\"\n", + "\n", + " def __repr__(self):\n", + " return self.__str__()\n", + "\n", + " def __len__(self):\n", + " return len(self.label)\n", + "\n", + " def get_coords(self):\n", + " return self.coords\n", + "\n", + " @property\n", + " def coords_as_numpy(self):\n", + " return np.array(self.coords, dtype=int)\n", + "\n", + " def get_label(self):\n", + " return self.label\n", + "\n", + " @property\n", + " def bw(self):\n", + " \"\"\"Calculate width\"\"\"\n", + " return self.x_max - self.x_min\n", + "\n", + " @property\n", + " def bh(self):\n", + " \"\"\"Calculate height\"\"\"\n", + " return self.y_max - self.y_min\n", + "\n", + " @property\n", + " def cx(self):\n", + " \"\"\"Calculate center-x\"\"\"\n", + " return (self.x_min + self.x_max) / 2.0\n", + "\n", + " @property\n", + " def cy(self):\n", + " \"\"\"Calculate center-y\"\"\"\n", + " return (self.y_min + self.y_max) / 2.0\n", + "\n", + " @property\n", + " def area(self):\n", + " \"\"\"Calculates the absolute value of the area of the box.\"\"\"\n", + " return abs(self.bw * self.bh)\n", + "\n", + " @property\n", + " def values(self):\n", + " \"\"\"Returns the coordinates and label as a single list.\"\"\"\n", + " return L([[*self._coords, *self.label]])\n", + "\n", + " @property\n", + " def valid(self):\n", + " \"\"\"Checks for validity of the box and returns a boolean.\n", + " From `v0.1.3`, validity implies that the box has non-zero area.\n", + " \"\"\"\n", + " return all(\n", + " [(self.area > 0), (self.x_max > self.x_min), (self.y_max > self.y_min)]\n", + " )\n", + "\n", + " @property\n", + " def xywh(self):\n", + " \"\"\"Converts the `pascal_voc` bounding box to `coco` format.\"\"\"\n", + " return [[self.x_min, self.y_min, self.bw, self.bh, *self.label]]\n", + "\n", + " def yolo(self, w=1, h=1, normalize=False):\n", + " \"\"\"Converts the `pascal_voc` bounding box to `yolo` centroids format.\n", + " :param normalize: Whether to normalize the bounding box with image width and height.\n", + " :param w: Width of image. Not to be confused with `BaseBx` attribute `w`.\n", + " :param h: Height of image. Not to be confused with `BaseBx` attribute `h`.\n", + " \"\"\"\n", + " if normalize:\n", + " assert (w > 1) and (\n", + " h > 1\n", + " ), f\"{inspect.stack()[0][3]} of {__name__}: Expected width and height of image with normalize={normalize}.\"\n", + " _yolo = np.array([self.cx, self.cy, self.bw, self.bh]) / np.tile([w, h], 2)\n", + " _yolo = _yolo.round(4).tolist()\n", + " _yolo.append(*self.label)\n", + " return [_yolo]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Initializing an empty `Bx` class. It does a whole lot of things!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate random coordinates for one anchor boxes." + ] + }, + { + "cell_type": "code", + "execution_count": 396, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[14, 51, 71, 92]]" + ] + }, + "execution_count": 396, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.random.seed(42)\n", + "annots = [sorted([np.random.randint(100) for i in range(4)])]\n", + "annots" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If a single list is passed, `Bx` will make it a list of list." + ] + }, + { + "cell_type": "code", + "execution_count": 397, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[14, 51, 71, 92]" + ] + }, + "execution_count": 397, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "annots[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 398, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Bx(coords=[[14, 51, 71, 92]], label=['unknown'])" + ] + }, + "execution_count": 398, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Bx(annots[0])\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 399, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4" + ] + }, + "execution_count": 399, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.n_points" + ] + }, + { + "cell_type": "code", + "execution_count": 400, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 400, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(b)" + ] + }, + { + "cell_type": "code", + "execution_count": 401, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "42.5" + ] + }, + "execution_count": 401, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.cx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If label is passed along with coords, this is used." + ] + }, + { + "cell_type": "code", + "execution_count": 402, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Bx(coords=[[14, 51, 71, 92]], label=['item'])" + ] + }, + "execution_count": 402, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Bx(annots[0], label=\"item\")\n", + "b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Can be a list of single item name also." + ] + }, + { + "cell_type": "code", + "execution_count": 403, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Bx(coords=[[14, 51, 71, 92]], label=['item'])" + ] + }, + "execution_count": 403, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Bx(annots[0], label=[\"item\"])\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 404, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 404, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.yolo" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To get normalized coordinates wrt to the image dimensions." + ] + }, + { + "cell_type": "code", + "execution_count": 405, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0.1897, 0.3192, 0.2545, 0.183, 'item']]" + ] + }, + "execution_count": 405, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.yolo(224, 224, normalize=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 406, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(#1) [[14, 51, 71, 92, 'item']]" + ] + }, + "execution_count": 406, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.values" + ] + }, + { + "cell_type": "code", + "execution_count": 407, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[14, 51, 71, 92]])" + ] + }, + "execution_count": 407, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.coords_as_numpy" + ] + }, + { + "cell_type": "code", + "execution_count": 408, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[14, 51, 57, 41, 'item']]" + ] + }, + "execution_count": 408, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.xywh" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Performs all checks for the validity of the box." + ] + }, + { + "cell_type": "code", + "execution_count": 409, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 409, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.valid" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`Bx` is inherited by all other types in `pybx`: `BaseBx`, `MultiBx`, `ListBx`, `JsonBx`, exposing the same properties.\n", + "\n", + "`BaseBx` works with other types of coordinates too. \n", + "It accepts the coordinates and label for one anchor box in a `list` or `ndarray` \n", + "format." + ] + }, + { + "cell_type": "code", + "execution_count": 410, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "class BaseBx(Bx):\n", + " \"\"\"BaseBx is the most primitive form of representing a bounding box.\n", + " Coordinates and label of a bounding box can be wrapped as a BaseBx using:\n", + " `bbx(coords, label)`.\n", + "\n", + " :param coords: can be of type `list` or `array` representing a single box.\n", + " - `list` can be formatted with `label`: `[x_min, y_min, x_max, y_max, label]`\n", + " or without `label`: `[x_min, y_min, x_max, y_max]`\n", + " - `array` should be a 1-dimensional array of shape `(4,)`\n", + "\n", + " :param label: a `list` or `str` that has the class name or label for the object\n", + " in the corresponding box.\n", + " \"\"\"\n", + "\n", + " def __init__(self, coords, label: list = None, no_check=False):\n", + " self.index = 0 # Fixes #2, calls itself everytime\n", + " assert isinstance(\n", + " coords, (list, L, np.ndarray)\n", + " ), f\"{__name__}: Expected type list or np.ndarray for coords, got {type(coords)}\"\n", + " super().__init__(coords, label, no_check=no_check)\n", + "\n", + " def __str__(self):\n", + " return f\"BaseBx(coords={self.coords}, label={self.label})\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Works with arrays and lists:" + ] + }, + { + "cell_type": "code", + "execution_count": 411, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[14, 51, 71, 92]" + ] + }, + "execution_count": 411, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "annots[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 412, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[14, 51, 71, 92]], label=['unknown'])" + ] + }, + "execution_count": 412, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "BaseBx(annots[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 413, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[14, 51, 71, 92]], label=['flower'])" + ] + }, + "execution_count": 413, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = BaseBx(annots[0], \"flower\")\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 414, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[14, 51, 71, 92]]" + ] + }, + "execution_count": 414, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.coords" + ] + }, + { + "cell_type": "code", + "execution_count": 415, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[14, 51, 71, 92]])" + ] + }, + "execution_count": 415, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.coords_as_numpy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calling the `values` attribute returns the labels along with the coordinates." + ] + }, + { + "cell_type": "code", + "execution_count": 416, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(#1) [[14, 51, 71, 92, 'flower']]" + ] + }, + "execution_count": 416, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.values" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A short cut function that calles `BaseBx` with a list of coordinates." + ] + }, + { + "cell_type": "code", + "execution_count": 417, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "\n", + "\n", + "def bbx(coords=None, label=None, no_check=False):\n", + " \"\"\"Alias of the `BaseBx` class using lists.\"\"\"\n", + " return BaseBx(coords, label, no_check=no_check)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Remember that `BaseBx` can only have one box coordinate and label at a time." + ] + }, + { + "cell_type": "code", + "execution_count": 418, + "metadata": {}, + "outputs": [], + "source": [ + "annots_list = [\n", + " [10, 20, 100, 200, \"apple\"],\n", + " [40, 50, 80, 90, \"coke\"],\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 419, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10, 20, 100, 200, 'apple']" + ] + }, + "execution_count": 419, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "annots_list[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 420, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[10, 20, 100, 200]], label=['apple'])" + ] + }, + "execution_count": 420, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bbx(annots_list[0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Boxes with errors will not be initialized." + ] + }, + { + "cell_type": "code", + "execution_count": 421, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Failed `perform_box_checks` for bounding box coordinates [10, 20, 100, -1, 'apple']\n" + ] + } + ], + "source": [ + "try:\n", + " bbx([10, 20, 100, -1, \"apple\"])\n", + "except AssertionError as A:\n", + " print(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 422, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[10, 20, 100, 200]], label=['unknown'])" + ] + }, + "execution_count": 422, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bbx(annots_list[0][:4]) # if label is not passed" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`BaseBx` also exposes a method to calculate the Intersection Over Union (IOU) using the `intersection_box` method" + ] + }, + { + "cell_type": "code", + "execution_count": 423, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 10, 10, 100, 100])" + ] + }, + "execution_count": 423, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "intersection_box([10, 10, 100, 100], [10, 10, 150, 150])" + ] + }, + { + "cell_type": "code", + "execution_count": 424, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "\n", + "\n", + "@patch\n", + "def iou(self: BaseBx, other):\n", + " \"\"\"Caclulates the Intersection Over Union (IOU) of the box\n", + " w.r.t. another `BaseBx`. Returns the IOU only if the box is\n", + " considered `valid`, ie non-zero area.\n", + " \"\"\"\n", + " if not isinstance(other, Bx):\n", + " other = bbx(other)\n", + " if self.valid:\n", + " try:\n", + " int_box = bbx(intersection_box(self.coords, other.coords))\n", + " except NoIntersection:\n", + " return 0.0\n", + " int_area = int_box.area\n", + " union_area = other.area + self.area - int_area\n", + " return round(int_area / union_area, 4)\n", + " return 0.0" + ] + }, + { + "cell_type": "code", + "execution_count": 425, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[14, 51, 71, 92]], label=['flower'])" + ] + }, + "execution_count": 425, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 426, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[40, 50, 80, 90]], label=['coke'])" + ] + }, + "execution_count": 426, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b2 = bbx(annots_list[1])\n", + "b2" + ] + }, + { + "cell_type": "code", + "execution_count": 427, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.4432" + ] + }, + "execution_count": 427, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.iou(b2)" + ] + }, + { + "cell_type": "code", + "execution_count": 428, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 428, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.iou(b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`BaseBx` is also pseudo-iterable (calling an iterator returns `self` itself and not the coordinates or labels)." + ] + }, + { + "cell_type": "code", + "execution_count": 429, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "@patch\n", + "def __iter__(self: BaseBx):\n", + " \"\"\"Iterates through the boxes in `BaseBx` where self.valid is True.\"\"\"\n", + " return self\n", + "\n", + "\n", + "@patch\n", + "def __getitem__(self: BaseBx, idx):\n", + " \"\"\"Gets the item at index idx as a BaseBx.\"\"\"\n", + " if idx > 0:\n", + " # Fixes #2\n", + " raise IndexError(\n", + " f\"BaseBx has only a single coordinate at idx=0. Got idx={idx}.\"\n", + " )\n", + " return self\n", + "\n", + "\n", + "@patch\n", + "def __next__(self: BaseBx):\n", + " \"\"\"Iteration is allowed only for valid boxes\"\"\"\n", + " try:\n", + " b = self[self.index]\n", + " if not b.valid:\n", + " # 0 area boxes are not valid\n", + " self.index += 1\n", + " return self.__next__()\n", + " except IndexError:\n", + " self.index = 0 # reset index\n", + " raise StopIteration\n", + " self.index += 1\n", + " return b" + ] + }, + { + "cell_type": "code", + "execution_count": 430, + "metadata": {}, + "outputs": [], + "source": [ + "b = BaseBx(annots[0], \"flower\")" + ] + }, + { + "cell_type": "code", + "execution_count": 431, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[14, 51, 71, 92]], label=['flower'])" + ] + }, + "execution_count": 431, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "next(b)" + ] + }, + { + "cell_type": "code", + "execution_count": 432, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "BaseBx(coords=[[10, 20, 100, 200]], label=['apple'])\n" + ] + } + ], + "source": [ + "b = BaseBx(annots_list[0])\n", + "for b_ in b:\n", + " print(b_)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Working with `json` strings." + ] + }, + { + "cell_type": "code", + "execution_count": 433, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92, \"label\": \"item\"}'" + ] + }, + "execution_count": 433, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "json_bbox" + ] + }, + { + "cell_type": "code", + "execution_count": 434, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "\n", + "\n", + "def jbx(coords=None, label=None):\n", + " \"\"\"Alias of the `BaseBx` class using json strings.\"\"\"\n", + " coords, parsed_label = parse_json(coords)\n", + " # make label a list of single item\n", + " label = label if label else parsed_label\n", + " label = label if is_listy(label) else [label]\n", + " # no_check since parse_json already checks\n", + " return BaseBx(coords, label, no_check=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 435, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[14, 51, 71, 92]], label=['item'])" + ] + }, + "execution_count": 435, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "jbx(json_bbox) # json string" + ] + }, + { + "cell_type": "code", + "execution_count": 436, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[130, 63, 225, 180]], label=['clock'])" + ] + }, + "execution_count": 436, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "jbx(json_bbox_file) # read from file as python object" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Working with `dict`s." + ] + }, + { + "cell_type": "code", + "execution_count": 437, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'x_min': 14, 'y_min': 51, 'x_max': 71, 'y_max': 92, 'label': 'item'}" + ] + }, + "execution_count": 437, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dict_bbox" + ] + }, + { + "cell_type": "code", + "execution_count": 438, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "\n", + "\n", + "def dbx(coords=None, label=None):\n", + " \"\"\"Alias of the `BaseBx` class using dict.\"\"\"\n", + " coords, parsed_label = parse_dict(coords)\n", + " # make label a list of single item\n", + " label = label if label else parsed_label\n", + " label = label if is_listy(label) else [label]\n", + " # no_check since parse_dict already checks\n", + " return BaseBx(coords, label, no_check=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 439, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[14, 51, 71, 92]], label=['item'])" + ] + }, + "execution_count": 439, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dbx(dict_bbox)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To make it work with other types, need to infer the datatype. Basically need to call the `parse_X` function based on the datatype, where `X=datatype`." + ] + }, + { + "cell_type": "code", + "execution_count": 440, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(numpy.ndarray,\n", + " list,\n", + " fastcore.foundation.L,\n", + " tuple,\n", + " dict,\n", + " typing.Dict[str, str])" + ] + }, + "execution_count": 440, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ALL_ITER_TYPES" + ] + }, + { + "cell_type": "code", + "execution_count": 441, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "typing.Dict[str, str]" + ] + }, + "execution_count": 441, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ITER_TYPE_JSON" + ] + }, + { + "cell_type": "code", + "execution_count": 442, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "\n", + "\n", + "def parse_basebx(b: BaseBx, no_check=None):\n", + " \"\"\"Reads the attribute of a BaseBx\"\"\"\n", + " if no_check is not None:\n", + " # no_check is typically passed when creating a basebx\n", + " warnings.warn(\n", + " f\"no_check={no_check} passed to parse_basebx: are you sure you want to do this?\"\n", + " )\n", + " return b.coords, b.label" + ] + }, + { + "cell_type": "code", + "execution_count": 443, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "([[10, 20, 100, 200]], ['apple'])" + ] + }, + "execution_count": 443, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parse_basebx(b)" + ] + }, + { + "cell_type": "code", + "execution_count": 444, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/sl/tgj9ztc51hz_d2yt8kg97f840000gn/T/ipykernel_15739/3032591698.py:8: UserWarning: no_check=False passed to parse_basebx: are you sure you want to do this?\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "text/plain": [ + "([[10, 20, 100, 200]], ['apple'])" + ] + }, + "execution_count": 444, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parse_basebx(b, no_check=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 445, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "\n", + "\n", + "def infer_box_dtype(b: ALL_ITER_TYPES, **kwargs):\n", + " if isinstance(b, str):\n", + " return \"json\"\n", + " elif isinstance(b, ITER_TYPES):\n", + " return \"list\"\n", + " elif isinstance(b, dict):\n", + " return \"dict\"\n", + " elif isinstance(b, BaseBx):\n", + " return \"basebx\"\n", + " elif isinstance(b, np.ndarray):\n", + " return \"array\"\n", + " else:\n", + " raise NotImplementedError(\n", + " f\"Unknown type {type(b)} passed to `infer_box_dtype` {b}\"\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 446, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('json', 'list', 'dict', 'basebx')" + ] + }, + "execution_count": 446, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " infer_box_dtype(json_bbox),\n", + " infer_box_dtype(list_bbox),\n", + " infer_box_dtype(json_bbox_file),\n", + " infer_box_dtype(b),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Parser method to call the correct method based on the type" + ] + }, + { + "cell_type": "code", + "execution_count": 447, + "metadata": {}, + "outputs": [], + "source": [ + "# | export\n", + "\n", + "\n", + "def parse_to_bbx(b, label=\"unknown\", no_check=False):\n", + " \"\"\"Takes the box and converts it to a BaseBx after inferring the type.\"\"\"\n", + " if not is_listy(label):\n", + " label = [label]\n", + " box_dtype = infer_box_dtype(b)\n", + " parser = eval(f\"parse_{box_dtype}\")\n", + " coords, parsed_label = parser(b, no_check=no_check)\n", + " if parsed_label[0] == \"unknown\":\n", + " parsed_label = label\n", + " return bbx(coords=coords[0], label=parsed_label, no_check=no_check)" + ] + }, + { + "cell_type": "code", + "execution_count": 448, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(BaseBx(coords=[[14, 51, 71, 92]], label=['item']),\n", + " BaseBx(coords=[[14, 51, 71, 92]], label=['item']),\n", + " BaseBx(coords=[[130, 63, 225, 180]], label=['clock']))" + ] + }, + "execution_count": 448, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " parse_to_bbx(json_bbox),\n", + " parse_to_bbx(list_bbox),\n", + " parse_to_bbx(json_bbox_file),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With `no_check`, the validity of the boxes are not checked." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 449, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[14, 51, 71, 92]], label=['flower'])" + "BaseBx(coords=[[0, 0, 0, 0]], label=['unknown'])" ] }, - "execution_count": null, + "execution_count": 449, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b" + "parse_to_bbx([0, 0, 0, 0], no_check=True)" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 450, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "(BaseBx(coords=[[14, 51, 71, 92]], label=['unknown']),\n", + " BaseBx(coords=[[14, 51, 71, 92]], label=['item']),\n", + " BaseBx(coords=[[14, 51, 71, 92]], label=['item']))" + ] + }, + "execution_count": 450, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " parse_to_bbx(list_bbox_nolabel),\n", + " parse_to_bbx(list_bbox_nolabel, [\"item\"]),\n", + " parse_to_bbx(list_bbox_nolabel, \"item\"),\n", + ")" + ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`BaseBx` is also pseudo-iterable (calling an iterator returns `self` itself and not the coordinates or labels)." + "# Multiple bounding boxes\n", + "\n", + "Working with multiple bounding boxes and annotaions is usually done with the help\n", + "of `MultiBx`. `MultiBx` allows for iteration." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 451, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[[10, 20, 100, 200, 'apple'], [40, 50, 80, 90, 'coke']]" + ] + }, + "execution_count": 451, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "#| export\n", - "@patch\n", - "def __iter__(self:BaseBx):\n", - " \"\"\"Iterates through the boxes in `BaseBx` where self.valid is True.\"\"\"\n", - " return self\n", - "\n", - "@patch\n", - "def __getitem__(self:BaseBx, idx):\n", - " \"\"\"Gets the item at index idx as a BaseBx.\"\"\"\n", - " if idx>0: \n", - " # Fixes #2\n", - " raise IndexError(f\"BaseBx has only a single coordinate at idx=0. Got idx={idx}.\")\n", - " return self\n", - "\n", - "@patch\n", - "def __next__(self:BaseBx):\n", - " \"\"\"Iteration is allowed only for valid boxes\"\"\"\n", - " try:\n", - " b = self[self.index]\n", - " if not b.valid:\n", - " # 0 area boxes are not valid\n", - " self.index += 1\n", - " return self.__next__()\n", - " except IndexError:\n", - " self.index = 0 # reset index\n", - " raise StopIteration\n", - " self.index += 1\n", - " return b" + "annots_list # a good candidate for Multibox" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "b = BaseBx(annots, 'flower')" + "It could be imagined as such a thing, maybe thats all we need. But maybe it can be made prettier." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 452, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[14, 51, 71, 92]], label=['flower'])" + "[BaseBx(coords=[[10, 20, 100, 200]], label=['apple']),\n", + " BaseBx(coords=[[40, 50, 80, 90]], label=['coke'])]" ] }, - "execution_count": null, + "execution_count": 452, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "next(b)" + "primitive_mbx = [bbx(a) for a in annots_list]\n", + "primitive_mbx" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 453, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0.0988" + ] + }, + "execution_count": 453, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "for b_ in b:\n", - " print(b_)" + "primitive_mbx[0].iou(primitive_mbx[1])" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 454, "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(True, True)" + ] + }, + "execution_count": 454, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "Working with multiple bounding boxes and annotaions is usually done with the help\n", - "of `MultiBx`. `MultiBx` allows iteration." + "is_listy(annots), is_listy(annots[0])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 459, "metadata": {}, "outputs": [], "source": [ "# | export\n", "class MultiBx:\n", - " \"\"\"`MultiBx` represents a collection of bounding boxes as ndarrays.\n", + " \"\"\"`MultiBx` represents a collection of bounding boxes as lists.\n", " Objects of type `MultiBx` can be indexed into, which returns a\n", " `BaseBx` exposing a suite of box-bound operations.\n", " Multiple coordinates and labels of bounding boxes can be wrapped\n", " as a `MultiBx` using:\n", " `mbx(coords, label)`.\n", - " :param coords: can be nested coordinates of type `list` of `list`s/`json` records\n", + " :param coords: can be nested coordinates of type `list` of `list`s/`json` strings\n", " (`list`s of `dict`s)/`ndarray`s representing multiple boxes.\n", " If passing a list/json each index of the object should be of the following formats:\n", " - `list` can be formatted with `label`: `[x_min, y_min, x_max, y_max, label]`\n", @@ -755,24 +2489,29 @@ " corresponding box.\n", " \"\"\"\n", "\n", - " def __init__(self, coords, label: list = None):\n", - " index = 0\n", - " coords = coords.tolist() if isinstance(coords, np.ndarray) else list(coords)\n", - " if label is None:\n", - " label = [None] * len(coords)\n", - " assert len(coords) == len(\n", - " label\n", - " ), f\"wrong shape for coords {len(coords)} and label {len(label)}\"\n", - " bxs = [BaseBx([list(c)], l) for c, l in zip(coords, label)]\n", - " store_attr(\"coords, label, index, bxs\")\n", + " def __init__(self, coords, label: list = None, no_check=False):\n", + " self.index = 0\n", + " self._setup_complete = False\n", + " self.no_check = no_check\n", + " label = label if label else [\"unknown\"] * len(coords) # default labels\n", + " # TODO: need a good check for verifying multiple boxes are passed.\n", + " # assert len(coords)>1 and len(label)>1, f\"Expected multiple boxes in `MultiBx`: {coords}\"\n", + " assert isinstance(coords, ALL_ITER_TYPES)\n", + " self.coords = coords\n", + " self.label = label\n", + " self.__setup__()\n", + "\n", + " def __setup__(self):\n", + " \"\"\"Setup the BaseBx for each item at index idx.\"\"\"\n", + " # anything here\n", + " self._setup_complete = True\n", "\n", " def __len__(self):\n", " \"\"\"Gets the length of coordinates.\"\"\"\n", - " return len(self.bxs)\n", + " return len(self.label)\n", "\n", " def __getitem__(self, idx):\n", - " \"\"\"Gets the item at index idx as a BaseBx.\"\"\"\n", - " return self.bxs[idx]\n", + " return parse_to_bbx(self.coords[idx], self.label[idx], no_check=self.no_check)\n", "\n", " def __iter__(self):\n", " \"\"\"Iterates through the boxes in `MultiBx` where self.valid is True.\"\"\"\n", @@ -785,7 +2524,7 @@ " if not b.valid:\n", " # 0 area boxes are not valid\n", " self.index += 1\n", - " return self.__next__() \n", + " return self.__next__()\n", " except IndexError:\n", " self.index = 0 # reset index\n", " raise StopIteration\n", @@ -793,24 +2532,29 @@ " return b\n", "\n", " def __str__(self):\n", - " return f\"MultiBx(coords={self.coords}, label={self.label})\"\n", + " return f\"MultiBx(coords: {len(self.coords)}, labels: {len(self.label)})\"\n", "\n", " def __repr__(self):\n", " return self.__str__()\n", "\n", " @property\n", " def shape(self):\n", - " \"\"\"Returns shape of the coordinates\"\"\"\n", - " return self.coords.shape\n" + " \"\"\"Returns the shape of coordinates\"\"\"\n", + " # TODO: check for number of points coordinates\n", + " return len(self.coords), 4\n", + "\n", + " @property\n", + " def coords_as_numpy(self):\n", + " return np.array([b._coords for b in self], dtype=int)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 460, "metadata": {}, "outputs": [], "source": [ - "#| export \n", + "# | export\n", "BX_TYPE = (Bx, MultiBx)" ] }, @@ -823,7 +2567,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 461, "metadata": {}, "outputs": [ { @@ -832,7 +2576,7 @@ "[[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99]]" ] }, - "execution_count": null, + "execution_count": 461, "metadata": {}, "output_type": "execute_result" } @@ -852,886 +2596,757 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 462, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99]], label=['apple', 'coke', 'tree'])" + "MultiBx(coords: 3, labels: 3)" ] }, - "execution_count": null, + "execution_count": 462, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bxs = MultiBx(annots, ['apple', 'coke', 'tree'])\n", + "bxs = MultiBx(annots, [\"apple\", \"coke\", \"tree\"])\n", "bxs" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Each index reveals the stored coordinate as a `BaseBx`" - ] - }, { "cell_type": "code", - "execution_count": null, + "execution_count": 464, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[14, 51, 71, 92]], label=['apple'])" + "array([[14, 51, 71, 92],\n", + " [20, 60, 82, 86],\n", + " [74, 74, 87, 99]])" ] }, - "execution_count": null, + "execution_count": 464, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bxs[0] " + "bxs.coords_as_numpy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "They can also be iterated:" + "If no labels are passed, `unknown` is assigned. " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 465, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[14, 51, 71, 92]], label=['apple'])" + "MultiBx(coords: 3, labels: 3)" ] }, - "execution_count": null, + "execution_count": 465, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "next(bxs)" + "bxs = MultiBx(annots)\n", + "bxs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Or using list comprehension, properties of individual boxes can be extracted" + "If a single bounding box is passed, `AssertionError` is NOT rasied anymore. \n", + "The previous philosophy was that a single annotaiton `BaseBx` cannot be a `MultiBx`. \n", + "It is upto the user to provide a list of list and not a list. There are better checks with `get_bx`." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 466, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "[1612, 325]" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "box [14, 51, 71, 92] is MultiBx(coords: 1, labels: 1)\n" + ] } ], "source": [ - "[b.area for b in bxs]" + "try:\n", + " b = MultiBx([annots[0]])\n", + " print(f\"box {annots[0]} is {b}\")\n", + "except AssertionError as A:\n", + " print(A)" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "bxs[0].valid" + "Each index reveals the stored coordinate as a `BaseBx`" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 467, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(#1) [[51.0, 73.0, 62.0, 26.0]]" + "(BaseBx(coords=[[14, 51, 71, 92]], label=['unknown']), (3, 4))" ] }, - "execution_count": null, + "execution_count": 467, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bxs[1].yolo()" + "bxs[0], bxs.shape" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 468, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "2337" + "['unknown', 'unknown', 'unknown']" ] }, - "execution_count": null, + "execution_count": 468, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bxs[0].area" + "bxs.label" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "They can also be iterated:" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 469, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[2337, 1612, 325]" + "BaseBx(coords=[[14, 51, 71, 92]], label=['unknown'])" ] }, - "execution_count": null, + "execution_count": 469, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "[b_.area for b_ in bxs]" + "next(bxs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Extending `BaseBx` to also accept (`json`, `dict`) formatted coordinates and labels." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#| export\n", - "class __JsonBx(MultiBx):\n", - " \"\"\"\n", - " If five items per coordinate are passed, the last index is taken as the label.\n", - " \"\"\"\n", - "\n", - " def __init__(self, coords, label: list = None):\n", - " super().__init__(coords, label) \n", - "\n", - " @classmethod\n", - " def jsonbx(cls, coords, label=None, keys=None):\n", - " \"\"\"Classmethod for JsonBx. \n", - " \n", - " Also accepts keys as a list, otherwise uses `voc_keys`.\n", - " \"\"\"\n", - " l = L()\n", - " r = L()\n", - " for i, c in enumerate(coords):\n", - " assert isinstance(c, ITER_TYPES+ITER_TYPES_EXTRA), f\"{inspect.stack()[0][3]} of \\\n", - " {__name__}: Expected b of type dict, got {type(c)}\"\n", - " if keys is None:\n", - " # Fixes issue #3.\n", - " keys = update_keys(c, default_keys=voc_keys)\n", - " c_ = [c[k] for k in keys] # read in order\n", - " l_ = c_[-1] if len(c_) > 4 else \"\" if label is None else label[i]\n", - " l.append(l_)\n", - " r.append(c_[:-1] if len(c_) > 4 else c_)\n", - " return cls(r, label=l)\n", - "\n", - " def __str__(self):\n", - " return f'__JsonBx(coords={self.coords}, label={self.label})'\n", - "\n", - "def jbx(coords=None, labels=None, keys=None):\n", - " \"\"\"Alias of the JsonBx class to process `json` records into\n", - " `MultiBx` or `BaseBx` objects exposing many validation methods\n", - "\n", - " Also accepts keys as a list, otherwise uses `voc_keys`.\n", - " \"\"\"\n", - " return __JsonBx.jsonbx(coords, labels, keys)" + "Or using list comprehension, properties of individual boxes can be extracted" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 470, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[{'x_min': 130, 'y_min': 63, 'x_max': 225, 'y_max': 180, 'label': 'clock'},\n", - " {'x_min': 13, 'y_min': 158, 'x_max': 90, 'y_max': 213, 'label': 'frame'}]" + "[1612, 325]" ] }, - "execution_count": null, + "execution_count": 470, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "annots = json.load(open('../data/annots.json'))\n", - "annots" + "[b.area for b in bxs]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 471, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "__JsonBx(coords=[[130, 63, 225, 180], [13, 158, 90, 213]], label=['clock', 'frame'])" + "True" ] }, - "execution_count": null, + "execution_count": 471, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "jbx(annots, keys=voc_keys)" + "bxs[0].valid" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, - "source": [ - "Also accepts keys (for the dict) as a list, otherwise uses `voc_keys`." - ] + "outputs": [], + "source": [] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 472, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "['x_min', 'y_min', 'x_max', 'y_max', 'label']" + "[[51.0, 73.0, 62.0, 26.0, 'unknown']]" ] }, - "execution_count": null, + "execution_count": 472, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "voc_keys" + "bxs[1].yolo()" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 473, "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2337" + ] + }, + "execution_count": 473, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "Making `MultiBx` work with lists with more than 4 items. It is a common practice\n", - "to have the class label along with the coordinates. This classmethod is useful in such \n", - "situations" + "bxs[0].area" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 474, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(numpy.ndarray, list, fastcore.foundation.L)" + "[{'x_min': 130, 'y_min': 63, 'x_max': 225, 'y_max': 180, 'label': 'clock'},\n", + " {'x_min': 13, 'y_min': 158, 'x_max': 90, 'y_max': 213, 'label': 'frame'}]" ] }, - "execution_count": null, + "execution_count": 474, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ITER_TYPES" + "annots_json = json.load(open(\"../data/annots.json\"))\n", + "annots_json" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "#| export\n", - "class __ListBx(MultiBx):\n", - " \"\"\"\n", - " If five items per coordinate are passed, the last index is taken as the label.\n", - " \"\"\"\n", - "\n", - " def __init__(self, coords, label: list = None):\n", - " super().__init__(coords, label) \n", - "\n", - " @classmethod\n", - " def listbx(cls, coords, label=None):\n", - " \"\"\"Classmethod for __ListBx.\n", - " \"\"\"\n", - " l = L()\n", - " r = L()\n", - " for i, c in enumerate(coords):\n", - " assert isinstance(c, ITER_TYPES), f\"{inspect.stack()[0][3]} of \\\n", - " {__name__}: Expected b of type list, got {type(c)}\"\n", - " l_ = label[i] if label else c[-1] if len(c) > 4 else None\n", - " l.append(l_)\n", - " r.append(c[:-1] if len(c) > 4 else c) \n", - " return cls(r, label=l)\n", - " \n", - " def __str__(self):\n", - " return f'__ListBx(coords={self.coords}, label={self.label})'\n", - "\n", - "def lbx(coords=None, labels=None):\n", - " \"\"\"Alias of the __ListBx class to process `list` into\n", - " `MultiBx` or `BaseBx` objects exposing many validation methods \n", - " \"\"\"\n", - " return __ListBx.listbx(coords, labels)" + "If lists of lists are passed." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 475, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[[10, 20, 100, 200, 'apple'], [40, 50, 80, 90, 'coke']]" + "[[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99]]" ] }, - "execution_count": null, + "execution_count": 475, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "annots = [[10, 20, 100, 200, 'apple'], [40, 50, 80, 90, 'coke'], ]\n", - "annots" + "list_bboxes = annots\n", + "list_bboxes" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 476, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "__ListBx(coords=[[10, 20, 100, 200], [40, 50, 80, 90]], label=['apple', 'coke'])" + "MultiBx(coords: 3, labels: 3)" ] }, - "execution_count": null, + "execution_count": 476, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lbx(annots)" + "mbx_list = MultiBx(list_bboxes)\n", + "mbx_list" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 477, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[10, 20, 100, 200]], label=['apple'])" + "BaseBx(coords=[[14, 51, 71, 92]], label=['unknown'])" ] }, - "execution_count": null, + "execution_count": 477, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lbx(annots)[0]" + "mbx_list[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Inserting classmethod to process lists and dicts in `MultiBx`." + "If dicts are passed." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 478, "metadata": {}, "outputs": [], "source": [ - "#| export\n", - "@patch(cls_method=True)\n", - "def multibox(cls:MultiBx, coords, label: list = None, keys: list=None):\n", - " \"\"\"Classmethod for `MultiBx`. Same as mbx(coords, label).\n", - " Calls classmethods of `JsonBx` and `ListBx` based on the type\n", - " of coords passed.\n", - " \"\"\"\n", - " t = explode_types(coords)\n", - " # if explode_types returns a single class, it means they are not nested\n", - " if t == np.ndarray: \n", - " return cls(coords, label)\n", - " if t == dict: \n", - " b = jbx([coords], label, keys)\n", - " return cls(b.coords, b.label)\n", - " if t == list: \n", - " b = lbx([coords], label)\n", - " return cls(b.coords, b.label)\n", - " # if list of list or dicts\n", - " type_l0 = list(t.keys())[0]\n", - " type_l1 = t[type_l0][0]\n", - " # process the data\n", - " if type_l1 == dict: \n", - " b = jbx(coords, label, keys)\n", - " return cls(b.coords, b.label)\n", - " # process lists of lists or ndarray\n", - " try: \n", - " b = lbx(coords, label)\n", - " return cls(b.coords, b.label)\n", - " except: \n", - " return cls(coords, label) \n", - " \n", - "def mbx(coords=None, label=None, keys=None):\n", - " \"\"\"Alias of the `MultiBx` class.\"\"\"\n", - " return MultiBx.multibox(coords, label, keys)\n" + "dict_bboxes = (\n", + " {\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92, \"label\": \"item\"},\n", + " {\n", + " \"x_min\": 20,\n", + " \"y_min\": 30,\n", + " \"x_max\": 50,\n", + " \"y_max\": 90,\n", + " \"label\": \"apple\",\n", + " },\n", + ")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 479, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[[10, 20, 100, 200, 'apple'], [40, 50, 80, 90, 'coke']]" + "MultiBx(coords: 2, labels: 2)" ] }, - "execution_count": null, + "execution_count": 479, "metadata": {}, "output_type": "execute_result" } ], - "source": [ - "annots_list = annots\n", - "annots_list" + "source": [ + "mbx_dict = MultiBx(dict_bboxes)\n", + "mbx_dict" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 480, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[{'x_min': 130, 'y_min': 63, 'x_max': 225, 'y_max': 180, 'label': 'clock'},\n", - " {'x_min': 13, 'y_min': 158, 'x_max': 90, 'y_max': 213, 'label': 'frame'}]" + "BaseBx(coords=[[14, 51, 71, 92]], label=['item'])" ] }, - "execution_count": null, + "execution_count": 480, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "annots_json = json.load(open('../data/annots.json'))\n", - "annots_json" + "mbx_dict[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "How the class method works:" + "If json strings are passed." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 481, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{list: [{list: [int, int, int, int, str]}, {list: [int, int, int, int, str]}]}" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "t = explode_types(annots_list) # get all types\n", - "t" + "json_bboxes = (\n", + " '{\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92, \"label\": \"item\"}',\n", + " '{\"x_min\": 20, \"y_min\": 30, \"x_max\": 50, \"y_max\": 90, \"label\": \"apple\"}',\n", + ")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 482, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{list: [int, int, int, int, str]}" + "MultiBx(coords: 2, labels: 2)" ] }, - "execution_count": null, + "execution_count": 482, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "t[list][0] # index into the nested list and call the right class" + "mbx_json = MultiBx(json_bboxes)\n", + "mbx_json" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 483, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[130, 63, 225, 180], [13, 158, 90, 213]], label=['clock', 'frame'])" + "BaseBx(coords=[[14, 51, 71, 92]], label=['item'])" ] }, - "execution_count": null, + "execution_count": 483, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "mbx(annots_json)" + "mbx_json[0]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 484, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[10, 20, 100, 200], [40, 50, 80, 90]], label=['apple', 'coke'])" + "[{'x_min': 130, 'y_min': 63, 'x_max': 225, 'y_max': 180, 'label': 'clock'},\n", + " {'x_min': 13, 'y_min': 158, 'x_max': 90, 'y_max': 213, 'label': 'frame'}]" ] }, - "execution_count": null, + "execution_count": 484, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "mbx(annots_list)" + "json_bboxes_file = json.load(open(\"../data/annots.json\"))\n", + "json_bboxes_file" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 485, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[130, 63, 225, 180]], label=['clock'])" + "MultiBx(coords: 2, labels: 2)" ] }, - "execution_count": null, + "execution_count": 485, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "mbx(annots_json[0])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Checking if it works with ndarrays" + "mbx_json_file = MultiBx(json_bboxes_file)\n", + "mbx_json_file" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 486, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[14, 51, 71, 92],\n", - " [20, 60, 82, 86],\n", - " [74, 74, 87, 99]])" + "(BaseBx(coords=[[130, 63, 225, 180]], label=['clock']),\n", + " BaseBx(coords=[[13, 158, 90, 213]], label=['frame']))" ] }, - "execution_count": null, + "execution_count": 486, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "np.random.seed(42)\n", - "annots = np.array([sorted([np.random.randint(100) for i in range(4)]) for j in range(3)])\n", - "annots" + "mbx_json_file[0], mbx_json_file[1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Also accepts keys (for the dict) as a list, otherwise uses `voc_keys`." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 487, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99]], label=[None, None, None])" + "['x_min', 'y_min', 'x_max', 'y_max', 'label']" ] }, - "execution_count": null, + "execution_count": 487, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "mbx(annots)" + "voc_keys" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Allowing `BaseBx` to process a single `dict` and `list` directly." + "Defining shortcut function to process lists and dicts in `MultiBx`." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 488, "metadata": {}, "outputs": [], "source": [ - "#| export\n", - "@patch(cls_method=True)\n", - "def basebx(cls:BaseBx, coords, label: list = None, keys: list = voc_keys):\n", - " \"\"\"Classmethod for `BaseBx`. Same as bbx(coords, label), made to work with\n", - " other object types other than ndarray.\"\"\"\n", - " try:\n", - " coords, label = make_single_iterable(coords, keys=keys)\n", - " except ValueError:\n", - " coords = make_single_iterable(coords)\n", - " finally:\n", - " return cls(coords, label)\n", + "# | export\n", "\n", - "def bbx(coords=None, labels=None, keys=voc_keys):\n", - " \"\"\"Alias of the `BaseBx` class.\"\"\"\n", - " return BaseBx.basebx(coords, labels, keys)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Remember that `BaseBx` can only have one box coordinate and label at a time." + "\n", + "def mbx(coords=None, label=None, no_check=False):\n", + " \"\"\"Alias of the `MultiBx` class.\"\"\"\n", + " return MultiBx(coords, label, no_check=no_check)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 489, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[[10, 20, 100, 200, 'apple'], [40, 50, 80, 90, 'coke']]" + "[[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99]]" ] }, - "execution_count": null, + "execution_count": 489, "metadata": {}, "output_type": "execute_result" } ], "source": [ + "annots_list = annots\n", "annots_list" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 490, "metadata": {}, + "outputs": [], "source": [ - "What does `make_single_iterable` do? It converts a single list or dict of \n", - "coordinates into an iterable list that can be used by `BaseBx`." + "mbx_list = mbx(annots_list)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 491, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[10, 20, 100, 200, 'apple']" + "[[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99]]" ] }, - "execution_count": null, + "execution_count": 491, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "annots_list[0]" + "mbx_list.coords" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "When the annotation file contains the key `label`" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 492, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "((#1) [[10, 20, 100, 200]], ['apple'])" + "[{'x_min': 130, 'y_min': 63, 'x_max': 225, 'y_max': 180, 'label': 'clock'},\n", + " {'x_min': 13, 'y_min': 158, 'x_max': 90, 'y_max': 213, 'label': 'frame'}]" ] }, - "execution_count": null, + "execution_count": 492, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "make_single_iterable(annots_list[0], keys=voc_keys)" + "annots_json = json.load(open(\"../data/annots.json\"))\n", + "annots_json" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The class method makes it easier to directly call `BaseBx` without making the coordinates a list of list." + "Still preserves the original format" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 493, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "BaseBx(coords=[[10, 20, 100, 200]], label=['apple'])" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "bbx(annots_list[0])" + "mbx_json_ = mbx(annots_json)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 494, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[10, 20, 100, 200]" + "('{\"x_min\": 14, \"y_min\": 51, \"x_max\": 71, \"y_max\": 92, \"label\": \"item\"}',\n", + " '{\"x_min\": 20, \"y_min\": 30, \"x_max\": 50, \"y_max\": 90, \"label\": \"apple\"}')" ] }, - "execution_count": null, + "execution_count": 494, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "annots_list[0][:-1]" + "mbx_json.coords" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 495, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[10, 20, 100, 200]], label=[])" + "['unknown', 'unknown']" ] }, - "execution_count": null, + "execution_count": 495, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bbx(annots_list[0][:-1]) # if label is not passed" + "# known issue\n", + "mbx_json.label" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 496, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[130, 63, 225, 180]], label=['clock'])" + "BaseBx(coords=[[20, 30, 50, 90]], label=['apple'])" ] }, - "execution_count": null, + "execution_count": 496, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bbx(annots_json[0])" + "mbx_json[1] # after indexing the 1st index, the label gets assigned to multibx" ] }, { @@ -1745,7 +3360,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 497, "metadata": {}, "outputs": [ { @@ -1754,7 +3369,7 @@ "(numpy.ndarray, list, fastcore.foundation.L)" ] }, - "execution_count": null, + "execution_count": 497, "metadata": {}, "output_type": "execute_result" } @@ -1765,18 +3380,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 498, "metadata": {}, "outputs": [], "source": [ - "#| export \n", + "# | export\n", + "\n", "\n", - "def get_bx(coords, label=None):\n", + "def get_bx(coords, label=None, no_check=False):\n", " \"\"\"\n", " Helper function to check and call the correct type of Bx instance.\n", "\n", - " Checks for the type of data passed and calls the respective class \n", - " to generate a Bx instance. Currently only supports ndarray, list, dict, \n", + " Checks for the type of data passed and calls the respective class\n", + " to generate a Bx instance. Currently only supports ndarray, list, dict,\n", " tuple, nested list, nested tuple.\n", "\n", " Parameters\n", @@ -1799,24 +3415,24 @@ " # process ndarray\n", " if isinstance(coords, np.ndarray):\n", " coords = np.atleast_2d(coords)\n", - " return mbx(coords, label)\n", + " return mbx(coords, label, no_check)\n", " # process list\n", - " if isinstance(coords, (list, L)): \n", + " if isinstance(coords, (list, L)):\n", " if isinstance(coords[0], COORD_TYPES):\n", " \"\"\"If first item is a position\"\"\"\n", - " return bbx(coords, label)\n", - " elif isinstance(coords[0], ITER_TYPES+ITER_TYPES_EXTRA):\n", + " return bbx(coords, label, no_check)\n", + " elif isinstance(coords[0], ITER_TYPES + ITER_TYPES_EXTRA):\n", " \"\"\"If fist item is an iterable\"\"\"\n", - " return mbx(coords, label)\n", + " return mbx(coords, label, no_check)\n", " elif isinstance(coords[0], ITER_TYPES_TUPLE):\n", " \"\"\"If first item is a tuple\"\"\"\n", - " return mbx([list(c) for c in coords], label)\n", + " return mbx([list(c) for c in coords], label, no_check)\n", " # process dict\n", " if isinstance(coords, dict):\n", - " return bbx([coords], label)\n", + " return bbx([coords], label, no_check)\n", " # process tuple\n", " if isinstance(coords, tuple):\n", - " return bbx(list(coords), label)\n", + " return bbx(list(coords), label, no_check)\n", " # process BX_TYPE\n", " if isinstance(coords, BX_TYPE):\n", " return coords\n", @@ -1835,7 +3451,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 499, "metadata": {}, "outputs": [ { @@ -1845,7 +3461,7 @@ " {'x_min': 13, 'y_min': 158, 'x_max': 90, 'y_max': 213, 'label': 'frame'}]" ] }, - "execution_count": null, + "execution_count": 499, "metadata": {}, "output_type": "execute_result" } @@ -1856,16 +3472,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 500, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[130, 63, 225, 180], [13, 158, 90, 213]], label=['clock', 'frame'])" + "MultiBx(coords: 2, labels: 2)" ] }, - "execution_count": null, + "execution_count": 500, "metadata": {}, "output_type": "execute_result" } @@ -1876,7 +3492,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 501, "metadata": {}, "outputs": [ { @@ -1885,7 +3501,7 @@ "5" ] }, - "execution_count": null, + "execution_count": 501, "metadata": {}, "output_type": "execute_result" } @@ -1896,16 +3512,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 502, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[130, 63, 225, 180]], label=['clock'])" + "MultiBx(coords: 1, labels: 1)" ] }, - "execution_count": null, + "execution_count": 502, "metadata": {}, "output_type": "execute_result" } @@ -1916,16 +3532,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 503, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[10, 20, 100, 200], [40, 50, 80, 90]], label=['apple', 'coke'])" + "MultiBx(coords: 3, labels: 3)" ] }, - "execution_count": null, + "execution_count": 503, "metadata": {}, "output_type": "execute_result" } @@ -1936,22 +3552,125 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 504, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[0, 1, 1, 2]], label=['juice'])" + ] + }, + "execution_count": 504, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_bx([0, 1, 1, 2, \"juice\"]) # boxes should be atleast of 1px length" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The below doesnt fail immediately but fails upon indexing into the box" + ] + }, + { + "cell_type": "code", + "execution_count": 505, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[0, 1, 0, 1]], label=[])" + "MultiBx(coords: 1, labels: 1)" ] }, - "execution_count": null, + "execution_count": 505, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "get_bx([0, 1, 0, 1])" + "get_bx([[0, 1, 1, 1]]) # two brackets mean we have a multibx now" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Coming back to the original problem of the users burden in deciding which function to call:\n", + "```py\n", + "try:\n", + " b = MultiBx([annots[0]])\n", + " print(f\"box {annots[0]} is {b}\")\n", + "except AssertionError as A:\n", + " print(A)\n", + "```\n", + "\n", + "`get_bx` addresses this the following way:" + ] + }, + { + "cell_type": "code", + "execution_count": 506, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "MultiBx(coords: 4, labels: 4)" + ] + }, + "execution_count": 506, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mbx(annots[0]) # this is wrong, as this is a single coordinate!" + ] + }, + { + "cell_type": "code", + "execution_count": 507, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "BaseBx(coords=[[14, 51, 71, 92]], label=['unknown'])" + ] + }, + "execution_count": 507, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_bx(annots[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 508, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "MultiBx(coords: 1, labels: 1)" + ] + }, + "execution_count": 508, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_bx([annots[0]])" ] }, { @@ -1963,39 +3682,40 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 509, "metadata": {}, "outputs": [], "source": [ - "#| export\n", + "# | export\n", "@patch\n", - "def __add__(self:BaseBx, other):\n", - " \"\"\"Pseudo-add method that stacks the provided boxes and labels. Stacking two\n", - " boxes imply that the resulting box is a `MultiBx`: `BaseBx` + `BaseBx`\n", - " = `MultiBx`. This violates the idea of `BaseBx` since the result\n", - " holds more than 1 coordinate/label for the box.\n", - " From `v.2.0`, a `UserWarning` is issued if called.\n", - " Recommended use is either: `BaseBx` + `BaseBx` = `MultiBx` or\n", - " `basics.stack_bxs()`.\n", - " \"\"\"\n", - " if not isinstance(other, BX_TYPE):\n", - " raise TypeError(\n", - " f\"{inspect.stack()[0][3]} of {__name__}: Expected a subclass of {BX_TYPE}\"\n", - " )\n", - " else:\n", - " warnings.warn(\n", - " BxViolation(\n", - " f\"Change of object type imminent if trying to add \"\n", - " f\"{type(self)}+{type(other)}. Use {type(other)}+{type(self)} \"\n", - " f\"instead or basics.stack_bxs().\"\n", - " )\n", + "def __add__(self: BaseBx, other):\n", + " \"\"\"Pseudo-add method that stacks the provided boxes and labels. Stacking two\n", + " boxes imply that the resulting box is a `MultiBx`: `BaseBx` + `BaseBx`\n", + " = `MultiBx`. This violates the idea of `BaseBx` since the result\n", + " holds more than 1 coordinate/label for the box.\n", + " From `v.2.0`, a `UserWarning` is issued if called.\n", + " Recommended use is either: `BaseBx` + `BaseBx` = `MultiBx` or\n", + " `basics.stack_bxs()`.\n", + " \"\"\"\n", + " if not isinstance(other, BX_TYPE):\n", + " raise TypeError(\n", + " f\"{inspect.stack()[0][3]} of {__name__}: Expected a subclass of {BX_TYPE}\"\n", + " )\n", + " else:\n", + " warnings.warn(\n", + " BxViolation(\n", + " f\"Change of object type imminent if trying to add \"\n", + " f\"{type(self)}+{type(other)}. Use {type(other)}+{type(self)} \"\n", + " f\"instead or basics.stack_bxs().\"\n", " )\n", - " coords = self.coords + other.coords\n", - " label = self.label + other.label\n", - " return mbx(coords, label)\n", + " )\n", + " coords = self.coords + other.coords\n", + " label = self.label + other.label\n", + " return mbx(coords, label)\n", + "\n", "\n", "@patch\n", - "def __add__(self:MultiBx, other):\n", + "def __add__(self: MultiBx, other):\n", " \"\"\"Pseudo-add method that stacks the provided boxes and labels. Stacking two\n", " boxes imply that the resulting box is a `MultiBx`: `MultiBx` + `MultiBx`\n", " = `MultiBx`. Same as `basics.stack_bxs()`.\n", @@ -2012,18 +3732,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 510, "metadata": {}, "outputs": [], "source": [ - "#| export\n", + "# | export\n", "def stack_bxs(b1, b2):\n", " \"\"\"\n", " Method to stack two Bx-types together. Similar to `__add__` of BxTypes\n", " but avoids UserWarning.\n", - " :param b1: \n", - " :param b2: \n", - " :return: \n", + " :param b1:\n", + " :param b2:\n", + " :return:\n", " _summary_\n", "\n", " Parameters\n", @@ -2061,22 +3781,21 @@ "\n", "def add_bxs(b1, b2):\n", " \"\"\"Alias of stack_bxs().\"\"\"\n", - " return stack_bxs(b1, b2)\n", - " " + " return stack_bxs(b1, b2)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 511, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "BaseBx(coords=[[14, 51, 71, 92]], label=['flower'])" + "MultiBx(coords: 1, labels: 1)" ] }, - "execution_count": null, + "execution_count": 511, "metadata": {}, "output_type": "execute_result" } @@ -2094,17 +3813,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 512, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "([[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99], [14, 51, 71, 92]],\n", - " (#4) ['apple','coke','tree','flower'])" + " ['unknown', 'unknown', 'unknown', 'unknown'])" ] }, - "execution_count": null, + "execution_count": 512, "metadata": {}, "output_type": "execute_result" } @@ -2115,16 +3834,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 513, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99], [14, 51, 71, 92]], label=['apple', 'coke', 'tree', 'flower'])" + "MultiBx(coords: 4, labels: 4)" ] }, - "execution_count": null, + "execution_count": 513, "metadata": {}, "output_type": "execute_result" } @@ -2143,23 +3862,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 514, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/mnt/data/projects/pybx/.venv/lib/python3.7/site-packages/ipykernel_launcher.py:19: BxViolation: Change of object type imminent if trying to add +. Use + instead or basics.stack_bxs().\n" - ] - }, { "data": { "text/plain": [ - "MultiBx(coords=[[14, 51, 71, 92], [14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99]], label=['flower', 'apple', 'coke', 'tree'])" + "MultiBx(coords: 4, labels: 4)" ] }, - "execution_count": null, + "execution_count": 514, "metadata": {}, "output_type": "execute_result" } @@ -2170,16 +3882,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 515, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[14, 51, 71, 92], [14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99]], label=['flower', 'apple', 'coke', 'tree'])" + "MultiBx(coords: 4, labels: 4)" ] }, - "execution_count": null, + "execution_count": 515, "metadata": {}, "output_type": "execute_result" } @@ -2197,16 +3909,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 516, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[14, 51, 71, 92], [20, 60, 82, 86], [74, 74, 87, 99], [14, 51, 71, 92]], label=['apple', 'coke', 'tree', 'flower'])" + "MultiBx(coords: 4, labels: 4)" ] }, - "execution_count": null, + "execution_count": 516, "metadata": {}, "output_type": "execute_result" } @@ -2217,32 +3929,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 517, "metadata": {}, "outputs": [], "source": [ - "#| export \n", + "# | export\n", "def stack_bxs_inplace(b, *args):\n", " \"\"\"Stack the passed boxes on top of the first item.\"\"\"\n", " for b_ in args:\n", " b = stack_bxs(b, b_)\n", - " return b\n" + " return b" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 518, "metadata": {}, "outputs": [], "source": [ - "boxes = [BaseBx(coords=[[200, 100, 300, 200]], label=['a_3x3_1.0_5']),\n", - " BaseBx(coords=[[214, 79, 285, 220]], label=['a_3x3_0.5_5']),\n", - " BaseBx(coords=[[222, 58, 277, 241]], label=['a_3x3_0.3_5'])]" + "boxes = [\n", + " BaseBx(coords=[200, 100, 300, 200], label=[\"a_3x3_1.0_5\"]),\n", + " BaseBx(coords=[214, 79, 285, 220], label=[\"a_3x3_0.5_5\"]),\n", + " BaseBx(coords=[222, 58, 277, 241], label=[\"a_3x3_0.3_5\"]),\n", + "]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 519, "metadata": {}, "outputs": [], "source": [ @@ -2251,16 +3965,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 520, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "MultiBx(coords=[[200, 100, 300, 200], [214, 79, 285, 220], [222, 58, 277, 241]], label=['a_3x3_1.0_5', 'a_3x3_0.5_5', 'a_3x3_0.3_5'])" + "MultiBx(coords: 3, labels: 3)" ] }, - "execution_count": null, + "execution_count": 520, "metadata": {}, "output_type": "execute_result" } @@ -2271,7 +3985,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 521, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[200, 100, 300, 200], [214, 79, 285, 220], [222, 58, 277, 241]]" + ] + }, + "execution_count": 521, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stacked_bxs.coords" + ] + }, + { + "cell_type": "code", + "execution_count": 522, "metadata": {}, "outputs": [ { @@ -2280,7 +4014,7 @@ "3" ] }, - "execution_count": null, + "execution_count": 522, "metadata": {}, "output_type": "execute_result" } @@ -2298,30 +4032,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 523, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(BaseBx(coords=[[14, 51, 71, 92]], label=['flower']),\n", + "(MultiBx(coords: 1, labels: 1),\n", " BaseBx(coords=[[18, 44, 71, 90]], label=['probably_flower']))" ] }, - "execution_count": null, + "execution_count": 523, "metadata": {}, "output_type": "execute_result" } ], "source": [ "b1 = b\n", - "b2 = BaseBx([[18, 44, 71, 90]], 'probably_flower') # simulating the case where we might have a bbox prediction\n", + "b2 = BaseBx(\n", + " [18, 44, 71, 90], \"probably_flower\"\n", + ") # simulating the case where we might have a bbox prediction\n", "b1, b2" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 524, "metadata": {}, "outputs": [ { @@ -2330,7 +4066,7 @@ "array([[-4, 7, 0, 2]])" ] }, - "execution_count": null, + "execution_count": 524, "metadata": {}, "output_type": "execute_result" } @@ -2341,7 +4077,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 525, "metadata": {}, "outputs": [ { @@ -2350,18 +4086,18 @@ "array([[-2., 7., 0., 2.]])" ] }, - "execution_count": null, + "execution_count": 525, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "(b.coords_as_numpy - b2.coords_as_numpy)/np.tile([2, 1], 2)" + "(b.coords_as_numpy - b2.coords_as_numpy) / np.tile([2, 1], 2)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 526, "metadata": {}, "outputs": [], "source": [ @@ -2378,7 +4114,7 @@ " self_is_anchor=False,\n", "):\n", " \"\"\"\n", - " Caclulates the offset of the box I with another box O. \n", + " Caclulates the offset of the box I with another box O.\n", " The most basic calculation of offset involves a) taking the distance between the centers: `I_cx - O_cx`, `I_cy - O_cy`.\n", " b) taking the ratio of the two boxes: `I_w/Ow, I_h/O_h`.\n", "\n", @@ -2396,7 +4132,7 @@ "\n", " Returns:\n", " list: Offsets of the two bounding boxes\n", - " \"\"\" \n", + " \"\"\"\n", " if isinstance(other, MultiBx):\n", " warnings.warn(BxViolation(f\"Other should be BaseBx, got MultiBx\"))\n", " assert len(other) == 1, f\"{other} cannot be converted to single bounding box.\"\n", @@ -2422,9 +4158,10 @@ " sigma_c, sigma_r, anchor_bw_norm, anchor_bh_norm = [1.0] * 4\n", " # center distances\n", " # norm with anchor box w and h\n", - " cx_offset, cy_offset = (gt.cx - anchor.cx) / anchor_bw_norm, (\n", - " gt.cy - anchor.cy\n", - " ) / anchor_bh_norm\n", + " cx_offset, cy_offset = (\n", + " (gt.cx - anchor.cx) / anchor_bw_norm,\n", + " (gt.cy - anchor.cy) / anchor_bh_norm,\n", + " )\n", " # scale of boxes\n", " w_offset = log_func(gt.bw / anchor_bw_norm)\n", " h_offset = log_func(gt.bh / anchor_bh_norm)\n", @@ -2439,7 +4176,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 527, "metadata": {}, "outputs": [ { @@ -2448,7 +4185,7 @@ "array([1, 1, 2, 2])" ] }, - "execution_count": null, + "execution_count": 527, "metadata": {}, "output_type": "execute_result" } @@ -2459,16 +4196,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 528, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "True" + "False" ] }, - "execution_count": null, + "execution_count": 528, "metadata": {}, "output_type": "execute_result" } @@ -2479,17 +4216,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 529, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(BaseBx(coords=[[14, 51, 71, 92]], label=['flower']),\n", + "(MultiBx(coords: 1, labels: 1),\n", " BaseBx(coords=[[18, 44, 71, 90]], label=['probably_flower']))" ] }, - "execution_count": null, + "execution_count": 529, "metadata": {}, "output_type": "execute_result" } @@ -2498,9 +4235,16 @@ "b, b2" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Index into the multibx to make the offset calculation correct." + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 535, "metadata": {}, "outputs": [ { @@ -2509,18 +4253,18 @@ "(#4) [-2.0,4.5,57.0,41.0]" ] }, - "execution_count": null, + "execution_count": 535, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.get_offset(b2, normalize=False)" + "b[0].get_offset(b2, normalize=False)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 536, "metadata": {}, "outputs": [ { @@ -2529,13 +4273,13 @@ "(#4) [-0.3774,0.9783,0.3638,-0.5753]" ] }, - "execution_count": null, + "execution_count": 536, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b.get_offset(b2, normalize=True)" + "b[0].get_offset(b2, normalize=True)" ] }, { @@ -2547,7 +4291,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 538, "metadata": {}, "outputs": [ { @@ -2556,13 +4300,13 @@ "(#4) [-0.3774,0.9783,0.3638,-0.5753]" ] }, - "execution_count": null, + "execution_count": 538, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b2.get_offset(b, normalize=True, self_is_anchor=True) # correct" + "b2.get_offset(b[0], normalize=True, self_is_anchor=True) # correct" ] }, { @@ -2574,7 +4318,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 539, "metadata": {}, "outputs": [ { @@ -2583,13 +4327,13 @@ "(#4) [0.3509,-1.0976,-0.3638,0.5753]" ] }, - "execution_count": null, + "execution_count": 539, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "b2.get_offset(b, normalize=True) # not correct" + "b2.get_offset(b[0], normalize=True) # not correct" ] }, { @@ -2605,8 +4349,9 @@ "metadata": {}, "outputs": [], "source": [ - "#|hide\n", + "# |hide\n", "from nbdev import nbdev_export\n", + "\n", "nbdev_export()" ] }, @@ -2620,9 +4365,21 @@ ], "metadata": { "kernelspec": { - "display_name": "pybx-kernel", + "display_name": "python3", "language": "python", - "name": "pybx-kernel" + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.18" } }, "nbformat": 4, diff --git a/nbs/02_utils.ipynb b/nbs/02_utils.ipynb index 6b6b4e0..504de0c 100644 --- a/nbs/02_utils.ipynb +++ b/nbs/02_utils.ipynb @@ -15,7 +15,7 @@ "metadata": {}, "outputs": [], "source": [ - "#| default_exp utils" + "# | default_exp utils\n" ] }, { @@ -24,7 +24,7 @@ "metadata": {}, "outputs": [], "source": [ - "#| export\n", + "# | export\n", "import inspect\n", "\n", "import numpy as np\n", @@ -32,7 +32,7 @@ "from pybx.ops import __ops__, get_op\n", "from pybx.basics import get_bx, BaseBx\n", "\n", - "from fastcore.foundation import L" + "from fastcore.foundation import L\n" ] }, { @@ -41,7 +41,7 @@ "metadata": {}, "outputs": [], "source": [ - "np.random.seed(42)" + "np.random.seed(42)\n" ] }, { @@ -89,16 +89,30 @@ " ratio of expected area to the calculated area after clipping to image dimensions.\n", " :return: anchor box coordinates in [pascal_voc] format\n", " \"\"\"\n", - " _max = max(image_sz[0], image_sz[1])\n", + " feature_width, feature_height = feature_sz\n", + " image_width, image_height = image_sz\n", + " _max, _min = max(image_width, image_height), min(image_width, image_height)\n", + " if clip:\n", + " if _max == _min:\n", + " # is a square image\n", + " coords = coords.clip(0, _max)\n", + " # clip the boxes to image dimensions when width is large\n", + " elif _max == image_width:\n", + " coords[:, -1] = coords[:, -1].clip(0, _max) # x_max\n", + " coords[:, -2] = coords[:, -2].clip(0, _min) # y_max\n", + " # clip the boxes to image dimensions when height is large\n", + " elif _max == image_height:\n", + " coords[:, -1] = coords[:, -1].clip(0, _min) # x_max\n", + " coords[:, -2] = coords[:, -2].clip(0, _max) # y_max\n", " # make the boxes int\n", " coords = np.floor(coords).astype(int)\n", - " # clip the boxes to image dimensions\n", - " bxs = get_bx(coords.clip(0, _max)) if clip else get_bx(coords)\n", + " # skip checks now as this will be validated later\n", + " bxs = get_bx(coords, no_check=True)\n", " # check if the area of the bounding box is fitting the minimum area criterion\n", " min_area = (\n", - " (image_sz[0] / feature_sz[0]) * (image_sz[1] / feature_sz[1]) * min_visibility\n", + " (image_width / feature_width) * (image_height / feature_height) * min_visibility\n", " )\n", - " bxs = L(list(b._coords) for b in bxs if b.area > min_area)\n", + " bxs = L(list(b._coords) for b in bxs if (b.valid) and (b.area > min_area))\n", " return bxs\n" ] }, @@ -115,7 +129,7 @@ "metadata": {}, "outputs": [], "source": [ - "#| export\n", + "# | export\n", "def as_tuple(x):\n", " \"\"\"Get x as a tuple (x, x) if not already a tuple.\n", "\n", @@ -123,8 +137,8 @@ " ----------\n", " x : (int, tuple)\n", " Item that needs to be converted to a tuple.\n", - " \"\"\" \n", - " return (x, x) if isinstance(x, int) else x" + " \"\"\"\n", + " return (x, x) if isinstance(x, int) else x\n" ] }, { @@ -144,7 +158,7 @@ } ], "source": [ - "as_tuple(2)" + "as_tuple(2)\n" ] }, { @@ -153,7 +167,8 @@ "metadata": {}, "outputs": [], "source": [ - "#| export\n", + "# | export\n", + "\n", "\n", "def reassign_label(gt_bx: BaseBx, label=None):\n", " \"\"\"Update the label of the bounding box.\n", @@ -165,8 +180,7 @@ " Returns:\n", " _type_: _description_\n", " \"\"\"\n", - " return get_bx(coords=gt_bx.coords, label=label)\n", - " " + " return get_bx(coords=gt_bx.coords, label=label)\n" ] }, { @@ -175,11 +189,19 @@ "metadata": {}, "outputs": [], "source": [ - "#|hide\n", + "# |hide\n", "from nbdev import nbdev_export\n", - "nbdev_export()" + "\n", + "nbdev_export()\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, diff --git a/nbs/05_vis.ipynb b/nbs/05_vis.ipynb index 1ec5697..43ad221 100644 --- a/nbs/05_vis.ipynb +++ b/nbs/05_vis.ipynb @@ -18,7 +18,7 @@ "metadata": {}, "outputs": [], "source": [ - "#| default_exp vis" + "# | default_exp vis" ] }, { @@ -27,7 +27,7 @@ "metadata": {}, "outputs": [], "source": [ - "#| export\n", + "# | export\n", "import inspect\n", "from collections import defaultdict\n", "\n", @@ -56,7 +56,7 @@ "metadata": {}, "outputs": [], "source": [ - "image_sz=(200, 200)\n", + "image_sz = (200, 200)\n", "\n", "im, ann, lgt, clr = get_example(image_sz=image_sz, pth=\"../data\", img_fn=\"image.jpg\")" ] @@ -129,7 +129,7 @@ { "data": { "text/plain": [ - "MultiBx(coords=[[102, 49, 176, 141], [10, 123, 70, 166]], label=['clock', 'frame'])" + "MultiBx(coords: 2, labels: 2)" ] }, "execution_count": null, @@ -230,6 +230,7 @@ " xo=0,\n", " yo=0,\n", " squeeze=False,\n", + " verbose=False,\n", " **kwargs,\n", "):\n", " \"\"\"Method to draw bounding boxes in an image, can handle multiple bboxes\n", @@ -266,23 +267,18 @@ "\n", " ax.imshow(img, cmap=\"Greys\", **kwargs)\n", " for b in bbox:\n", - " label = \"\"\n", - " if isinstance(b, BX_TYPE):\n", - " try:\n", - " x1, y1, x2, y2, label = b.values[0]\n", - " except ValueError:\n", - " x1, y1, x2, y2 = b.values[0]\n", - " if isinstance(b, dict):\n", - " try:\n", - " x1, y1, x2, y2, label = [b[k] for k in voc_keys]\n", - " except KeyError:\n", - " x1, y1, x2, y2 = [b[k] for k in voc_keys[:-1]]\n", - " if isinstance(b, (list, np.ndarray)):\n", - " try:\n", - " x1, y1, x2, y2, label = b\n", - " except ValueError:\n", - " x1, y1, x2, y2 = b\n", - "\n", + " if verbose:\n", + " print(b)\n", + " box_dtype = infer_box_dtype(b) # unknown types handled here\n", + " if box_dtype == \"basebx\": # isinstance(b, BX_TYPE):\n", + " coords, label = b.coords, b.label\n", + " elif box_dtype == \"dict\":\n", + " coords, label = parse_dict(b)\n", + " elif box_dtype == \"json\":\n", + " coords, label = parse_json(b)\n", + " elif box_dtype in [\"list\", \"array\"]:\n", + " coords, label = parse_list(b)\n", + " [[x1, y1, x2, y2]], [label] = coords, label\n", " c = get_color(color, label=label)\n", " draw_rectangle(ax, coords=(x1, y1, x2, y2), color=c)\n", " draw_text(ax, xy=(x1, y1), label=label, color=c, xo=xo, yo=yo)\n", @@ -302,7 +298,7 @@ " if logits is not None:\n", " img_extent = get_extents(img.shape)\n", " plt.imshow(logits, alpha=alpha, extent=img_extent)\n", - " return ax\n" + " return ax" ] }, { @@ -317,6 +313,13 @@ "execution_count": null, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[20, 20, 80, 80]\n" + ] + }, { "data": { "text/plain": [ @@ -329,7 +332,7 @@ }, { "data": { - "image/png": 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UX5PfWGOnlQYtHNlvC39dhyUEdPnQ2rGEhH7PemXWn9W/uHCihYYmHCv4ChxcfNwByZ2RcjKtenV7WnO32rIElVVWaiaWu0Cm0JKQrAC41H5k/RQCmvi0VqoJmRpISKu0+h8SCuyH1uQt4pWLR58MbJ3SK5lAFBPTC1cmD7CszuOX/ZbapmyLewj0IrW0eAsPiadsVzNePQdSE5XlNH6acfvS1SUeGu8Qs7ba9CWgWOMi40mW4iN3pvMbmZTAun0nPfCZxtP3v/WOpzVYVoXVdyoJcs3pXfSDwWAobZblfW5NtqkFoLRMfGtfghai3xfuqZBmx2f6f/mttibkO/lb1hWSyqNoQLJ+n0ZstaP7Y+GQRIOQi1drdlHfWHhZYyjHWo6/BVooJMXJ0k59ENLkLHeTJWgtvGV5H+4hRiXfh8pbfQk9j6OxRkESGtNzadWj8fDRtk8YavebZOqatn31x+2bpaRYZUN0G+qfD3/ZN/13qB+6T/I7Kbzj8q4TLTTknQ2U1nrzjQXSIkmlUshms+7kR55qS5Ca/fj4eKT0tsBiAhbxSu3TciFYzElqy8RNl9EahFWvvktAtzUKUHNi/TrGEHIfSYbM+ZK46jG1NmqyPh301W2xLiv2w7okU5KpnCwn506W0eOp6YZtWO4DOb9WPwm6bd1PeVGRpBeZAiwTMmQdFlPXVo3FlCUOWviH6mYf6A2Q9evUcV2PVHiYQsox8wnKOIqF7pO8y0WOp8RHfkNalpcr6XUq8bHmwqfMWOMn7+TQdK89FnwXOqFaw4kWGsBBfyHgnzhgOHilv5XMifXIbyVzkf+HGKwuo+vwBaA0/tZilf3XjMaHj8bJ+jskJEIMULtJdBZIFEimb2lDVlaIHl+rXAgHi6H5cPP1W46NbDtOO3rurHm1mINFp7ot+XeIxrSyodsJaaIWo7GEnuWr1/0kTnL9WmNtMXtLKGjG7NPuZbuyfvlc163XoiUEdLKB/NbC2WpD/rbK+sZGCmCrD3KckyrB7xmhITttMVZqHfpb4KCPX5fTsQYr9iCJnP+HcCZDo4YpGS3B8lHrDAqfFq3/jiII3Te2qwkuxFykYPMtUpa3/reYhG7fN74Wk7YCjr75ku3rukPjqhmqJUTl/7oNneWm8dft6DELCUXWoYOysk6tAMk+Ss1e+uBlOW3l+IQ5n1mCQ26ck6nXui/WXIWEj85usr6XTN3aZOhj3HrOLcXGmm/dJ9blo2+dcai/1QqUVpiirAdNn3HgRAsNSfBWup5mtgxUysnkhOpcdhkEtqwYn+ZmMQ/WJwnUYvyWhsaF1Ol03EUvBC1IfIzSAovo2AeNBzN1rEWq3WiagWh3ik+b031hvRI/3U9dXu8h8M2FBIsRW3RhaYuWdinf+RiWpd1JxuKbS7oeZJ36b90nOSeanrUbVzIZzegspSqVGj4ZQa83fgdgaH3peZG/pXVojZkGJizoq2M1aIZoMWp5jLwlpOS3cmykUKZLyNo3YqWAsz69x0LiqF2jEh++59+a1qKuVrAU4Cg40UJDgiWJ9YKQBEGQDCYOs9XfWHVZ3+uFy2c+TVHjpQ8lk+VDmkocwWEtUAsX+Z1mOrIvFuFrQWjhEcLTwkEzWc3U4tYvIcniscZd4xqnrhDt+hhsUrDmN0ldIYEk64taD1qgW/hpYP0hGoiqK6r//N9yF1sCw6c4atwsJYn1aFx8ipTVH0u589FRaM4s3KLgRAsNH6Hu7e25q0T1BhngnjagMy4sBugbTL0g5CRwx7lM22Rd2oKRdfkWH3D3nnTNpKUJqoVh3PGTVhmFqtZEpRCQO10tTTVqzHwCSAuUqM1GfKfx4bey/qRgzYflm9Z9IFguH+sb2Zal4LAvclzk3FjuS1m3VaceU63BS8sxtF8n1B5xk64RHTzWdUqtmngMBnd3Pevd1TLlmkqUtnglLYfo0rIYotY8+8r/pTKoLTKfUGMb+tK20B4ey1LjmOnyMklI4m7xSzlWceBECw3goCvH+pEDJt0sksh1ndb38r2FhwRJfKF4ieyDhYPEXZuvVvvyt+WblXXr51bfLQ3Ialf2zXJBaJysOuMw+CRaURSjiGtVSBoJWV2y/rjz5Hsv29JjGKJNXU8U05LgswKserXvXDJMlrMYnIWbJcj0WtFCU+NsfS+/s+bIh4eOLel2OO5xxsCHo65DlouiDf1eJ3xo/HV5a10ngRMtNPSOTBmPsAZY+xo50NrvZy1MK5VV4mBJb7bJDTu+jXfyO76zJp5CQ5vIVgzHIkarfk3QOr5iaU56QfsWOOdCjrXVf50mLcdda4K6nxoPXb+vvM+6i2KyWiPT4yVx1daTrE/7kjWd6v7Id3rBW//rMdPPfeCbR/lO0iM3u8lYoc4qGgwG7tRoSa8WHcnvdJ8tgWG5m2X8hLhqS0eOFS11acXpMZBp3rJcHIas174sqxNfLAFqfSMTaCxaYD91+q58P6rwONFCQwoBBmuBexMsB4aD6xMQknlJCGkf8m8dUJbfWxkMelextpZYt27f0qD0d2xTEqWFs1yc1tHP1oLwCQvZtk5r1uW1YAtZQRZTkUJGKg66LevvUN81aMFlCVj53BJkmon6ykS15UugkO8sC0rTpew/GY/VZw2+OJUVvKV7KqTNS9Brkd9ZDFPSkG+tWuBrQ/IG2UaIliyaJsi0fdmWJWBYxsKd/SNf4rqyEmHkXOs1pwUR145WIL9vjkbXklJOkiyjy+rv47Zl/a1BEyefWcTqqzeEp9aSrPI+DddyG2kGEOqTNR5S0OpFrdu3tDxfH0Jth8pY2WBR38ahA21h+fqXpF3iy/p82V8+7T9kkejylrLhK8vyPlqNoj/rm6ix8a0JCzdZPk5ZtumbY807LJqw+IoW9FE8RgsmH1g8yxIquq+yvBXf8wlhKTjiwIkWGhbIxTg2NoZ+vz80cD4zUf7m9xqsaxXl5GimKO+XYP0sZ11w41s0mlgtJmIxY+k+kKaqhaPWTnxjIFNc9YKR10ZK7d1H8Nz1q8twjDh33KWvhadsWws//U6Pq+wjBV8o/VArJhJ0eb0vIvSNfBcSeFY9vkC4hb9lhcgx8Qkm4uUrIy+f0vVaNKLL+XCV3+r31kGNPtog/toylSAZs2akloXHNiSNc85lO1zncRUI7UKTiTT63C32S35v0Zw8wZbv9fpOmkRz4oWGz6QPaRXWwvRpLSGwFp9Vlza3LQ0mqn1trYRwAeLvxtZ4Wu3KcnFxPAxIJmq1rcfSN67W38TTwl0/t1waPteFnuM4eGshL+uOS8uh5xad+cpbuFvjKv/Xa08zb9+4axqx1koomUKW9WWq+QRjnD5psMbZJ6x8dfjGPs7zEG/R4zEY2JeP+ejTwj8KTrTQSKWG7xnQwSpJgMC9GAgHVkpcGVwChi0SK/iog3k6wG79tibct5itBSy1YR3gJI4cAysZQAtLi5nJOi18JPPUC1COZ5Tg8BGrfG6dJmv1SY9ryGKQeMr/NS56nqSf3gJrwVqWWhzhq8v75kJbc5bG6GMwVtBa42/haQWxfXQuNXVJM1oIy2/4LHRxlRSwGh9ZVlrRcs2nUikXmA+NtU/A6KxErjc9LqxPX8ymeYlsz+qHxi3EQ9hH7epkWT1efKavKw7BiRYaelK1dm1p5yHLgoxZCx7rG2tSNF466G5pYz7GpoWTjxlIQtDMz9La5NhYmpoWLBrHkAYcElIW+BalNSZaswtlmlgMSdelGbrE3ae9AQcDwqE2rH746C/EJDR+cTT2uKCVAGtdWPhb/da0YzFBTfdSIbMEiqa90JjLemV90m1qrT/5nGtCrg+55n3rXc+Dxfjlez1eFj/wKQE+WrD4ne873W4cRY/wnhAaAA5Ie/lc/paTYqWlaj+l1Rb/1xqrZhTap8sykpGHCMs30bpfkolqAeL73tJ6fIve6r+lLVnE7OuXxsXSykNt+trQOOuyvvHw4SbrtJhXqJ9aMFtl4whYPdc+AafHJIkQkZlkluIg//cxO4tWfOUBm1Hp8ZCMW5/S65tDjbscJ1+yhywnhYNlVcQRVvqdr3/WOrKEkMZR16Hrs1L8rb99OITgPSE0dKf7/f6BbIA4KaisU1sEOuBoTZLGR7cjc81lO3H6qAWiFk5sRz7zEYFMhWTfUqnhAx2tPlkLIQmhSRzluIQYqXUUtlWO9ehgOedBzqFkBpYwl/XJdzqfXpcJMUAJVDaiMp/0c2tHtaapqLZ1/XIOZBqzbl/TlW+fhbUngHX7aHMwuHfukna38Udq3D7LW+MGYMjVrGlI7irXdfGcOKkYyju6Q+Oid3hbQlXi67ubfDC456LTNO2rS5fV72Tduq7vux3h1oKPYsq+Ba3f+7QHQqn0KUxP746K/kO4D7C1lUU2+6p3oelnWlD6GLBPA4wCX7k49Bq1sKME82GFTJR2H4WrpXjFUSTk+5DWLJ9Z2UWh9ayFgIWLfB6loFnj4qMpq53Q3rBQFpiFk1YyJT5xhQXhRAsNGdi2NB6pKeiD/rSWJYNkcXKWqZVNT+9icdHWhB/CuwV2Ua/f82nzdxSjJC1o14v839KOQ3WHNGVf+RCT0/j6rCXZpmaI0iLTZfm31vrlOPD0ZX1FrsRJri3Wra1euV5l/60xkG2nUsOuKz4LBaf1GIWsTAuvVOqede5zA8X1JNDa4vj4XLWWIPMJFsuzYfV/FDjxQsOSntr60EQjf+tvCD7XhW9h7e0BKyvxzqN/CPcH5uf3Qdlv0YQFcbRcyTi15mpp0roOX91sP7QvIq5WGGISof99wkkzHyk0rLVlrR85Lr73GvdQH6IsFVlGCus486P7otsC7JinhYv1t243JLStUw9C8xoaD46Fbw7iwIkXGjKtTxKGtBYGg0FQC5I/eiOM1FysbwkrK2ncufONoTpICDJd0/JNE6KYkCUIQxqU1Tbf8Rv5rdaatKamNVPLt83zcLQPWJbhc+sOAY2PtRgl0VsaLH+vrDzprEDLcowjOGT9Ej+f68Xn74+jlHDOZFp4SPvUbcu6LboIbdoMjYXWpC261UdxsD3+rRNMdKKGrz9yTcgx0kCa4PrTMRqLKUcxST12kuY0bixj1cFymv5ZB4Chq4MtASp/a3rUbcnxk+/4W8fziFMUjRFOtNCgWacHwDKhAf+iJiHICZPuLJ2ZBNiD7MsttxaZBC0IJGhmFaXFyfp9mov8Tj/TBOUTXpLA9Q5oGdRkWUtoW3MhBS2f+cx/iWOU1hQ1Bz7cGNhMquHLOizNNzTnur/6Ox8uvvr1nGntV893qE0rJZ1/+97pdaeFvJ670JhqHHXftVCR69bHEzTTt3CQ76iA+JQd+S5Em3rcNQ+y5tpSGjWtWsKOOGkeJpW9uDR+4oWGJgD9TEtvqaVK7VqX05Orc6Z9TBe4dzSFxRB8C8CCKG3Ip0Xp733E59M4fIxSL37+thahVdYHcbKjdJ9846rnzoI4i0MznpAWx2c+ZmQx4hBILdynKPhw1gJBti/LhOqx6pX1WBvqLEYu29XrLkl71vvQWowzPqF5kGWi1lXcd1Z7IcEd6of8xuJzur8+vMinNO1GwZE74V988UV87GMfQ6VSwdzcHP7qX/2rePPNN4fKfOpTnzqwKP723/7bidvS7qi9vT1zE49FUD6GyAHc3d1Fr9fDYHA39S2bzQ4xw9CE7u/vDwXmfDs0pSZNjYE/DC6yPV7sFAU6dY7fy7HiBVVyfKyUQv29T7PzCUf5XLuP9ILRzIhjJoU6QabWSrwlg/UJIgt3TSe6n3Je5PyE/NASHz3+obGVi1zOuW/R6zmTYyPHU+9Klm1ZOGtIp9MYHx/34q/HQ86NZF6hOKTuk15vIReKpg/rhAbgrjdAn+aq58nqv+8kZGucrP4RD03v/M31zjnXdMf3Fi1abYfmXPOjJFYGcAxC44/+6I/wuc99Dl//+tfxB3/wB+j1evjLf/kvo9lsDpX7uZ/7Ody5c8f9/P2///dHbjOkaVgSWZeRdViL0xrQKEYZ0kZ0e75+WHj6+hKlKfj6ptu1NEaLqcoFpgWuJUyi2g5paCFGEzVeofEIjRPbjgNR5eLiFBevuO36tFfN3OU8Wj9R1rKmjThrSNJKiMYtRcPX96TzFeIbGhe9LkI8wVKkfLzAat9XNmo9WevUN4cahyhFWMKRu6d+//d/f+j/3/7t38bc3Bz+9E//FJ/85Cfd82KxiIWFhVh1drtddLtd93+9Xnd/a58/QWurwHBQM5VKmT5E1qMJRC9Aa4D1JkAGt6Qkl0xW4knmyGe6T7Iv1ntrPPidZOghIiIuVlBZj4tc9DxJk+fXWGay/FtrWrLPlhBgYFieLWZBSEhroLtEx2PkWMhnPg3dKudjRqETUy3hKMtbtKEVCDnuWqGQ8ybrsuhFz6/UTHXftCtN42ttGvMxXovhWtaFb/3pejQNk4ZYbxyGKvGhxm/RDP/XmwYlHnq3Pb8nLyJYm1p1m9Yp0nJMpLXGtcnvZNsy2SVuIPzYc0S3t7cBANPT00PPf+d3fgezs7P4gR/4AbzwwgtotVreOl588UVUq1X3s7S05N5ZHZXErp9ZIAncAksb0/XLcvInSgOT3+m2iJPlcvJpIhbuIWaqmZ1PCMs29I/MyrHcFBYuIc3LEtq6feubpODToC2cfWNg4a/xDFldPi0fOJjS6asjhLeP5vVcW+MRGgNN1xIsQRF3Lei6ZSwkdPaTby60NSz/j+qnFl5RdKBpVs6//G3h5wPdb/ZBC3OLP1nCV46DpeDFgWMNhO/v7+Pv/J2/gx/8wR/ED/zAD7jnP/3TP43z589jcXERr776Kn7xF38Rb775Jv75P//nZj0vvPACnn/+efd/vV4fEhzW4tCakXX4l2SUWpuSdVsM0Me8ZHDZ0sCsxayJVWty+pkuFxKIFv5RpqpVv/WdRZjWAvL1LYSHbif0fxQDtf6XuGvBaY1TaKz1/JKWfH5133f6ncTPRy9xBVecufdBlMJB8An3KOFg4S2fWYzTalfXJy2qOIpFiDZ9yim/08xa1xFSdELjo8dRWiHSAtL0b33H974Elbi0caxC43Of+xxee+01/Nt/+2+Hnv/8z/+8+/sDH/gATp8+jR/5kR/B5cuXcfHixQP15HI55HK5A89TqdSQOShBm7XyGkYOjnR78H/fRGqCiiOdZTuh73Q8IIoJWovHF1C1FuDe3p6zCCxrSfdTlwsxTf7WAVA+txaXbhcYvhHQ12Y6ffC6Uqus7LsF2n0nFxXNeom/tTBJO1a6rEzOsPDUY8725WkHIXrzKUNSiZHPrHblGUt8Z6U6S0Ylv5XMKwo/PiNuPsVK0xPTtn1jIccp7niFBIpPGBGsJAWfu9P6zlIIJE1pd7R2BbIeqz5Ne7Ju4sV1HVI6Tfxjl0wIn//85/F7v/d7+OpXv4qzZ88Gyz733HMAgEuXLh1J29akhYjI0hi0NhfS6Hz/+ywO/U1IY4sqHyXk4iwiHx76vcQtjnXjG0+NjzXe8reEkJUxKkRpfHHLxK1jVA1P1uGr12cJabxCOETRdQgkDr41Y829xtN6bpVJgt9hrKw4tC7L+cYwbnltKfiUQKuNqHca96Rw5JbGYDDAL/zCL+Bf/It/gf/v//v/8Oijj0Z+88orrwAATp8+nbg9SxuzCFZrkXwGDGvG+vpTawHQ9aB3GUvCsFwDss44GplVLiR8rGe+tiz8fH3RuIfq1HiGLCULQovCwl2b2nqOfW3qOebfWmuWc2zV6xOIPlddnH7HGYM49Wg85Ts5bvoby/qMEnSa1qRFa5WTZa3z4yzcmCrr09QHg8GQO9eyIiw+IfHRY6/5hSWo9Honjrpd670vTkPa4ziyDR3vjMPXrHVp9TUuHLnQ+NznPocvfelL+L//7/8blUoFy8vLAIBqtYpCoYDLly/jS1/6En78x38cMzMzePXVV/GFL3wBn/zkJ/HMM88kbs/qvMxpDk2K9cxa4D4tzapXTlJcTVkzQKtsHKaTVMBYuFj/+5i/JD6rfZ+2GTLrWYcmdtmm9S6kZem+JHmnn/vmRI+plVAQpTREabP62xBd+8Ynjvav3/loS9any4TWURxhavU3ag1azJCMNgSSCVvKkiU0gWglgj9yv4Ruy6In2U+6aeX31pz4xj9Uv3Yxxs2eOnKh8Zu/+ZsA7m7gk/Bbv/Vb+Bt/428gm83iy1/+Mn79138dzWYTS0tL+OxnP4tf+qVfOnTbHAxukLGYi5bWcbReGR/RFodVt2aAWrOR+JJhsh1dr9QkfExY4xClBYUEUNRC18yQ+IcYqPxbMgodKNZlrGdSq4qylqy+6TiQb06sb33t6W+s/rNtK+ah++LD3cLDas/3vzW3ISFn4aAZjnWYHsvq9E5dr8/a0eMS9VzirP30mvnr9uR7mY6rx8VSbCwhZgkNq01rvjV9WhCiO21h6LVpjT+fWVahD47FPRWCpaUl/NEf/dGRtCUlboigZHn5Xk+uzEKQASR5CB/g14JZNxcMA3cUJjo4LE1PKTyicPaZotb/uh62H1oA+hv9vWzH9y2fy3H0MeSo9q20VOIud42H6td1xlEW9Hd67qy/rbZ8DMRirMC9XH/tKrXqljhLbTEkePXfUWvWGgeLVqMSMTRYAkcyO91X2WetxIUsbd/+CILPCpB0Zn0byuKyBKK1q1yvV83kWZcWOBr0s1CCi3wWtV4sONFnTxF8HfcNtE9b9AEnPpTjLctqpq6tG4lD6J2FlyRInxYhCV3XpU3cKIjLhHVbVjmrrijzXApzXYZ98WmOIfAx+SiFQ/4dpw4tMCw8dJ98GnKoTfnOwjWKEfr6alkQFi5xhJsubzE2TZtSCPpwDfVHj631re87n7Cw8LHmQNNlSNmTYM2/posoS1OWjyMYkgiPEy00dKoqA2VWCqC85MQaZN9JqpaG6JsMvpMH/vk0Lql9yIXhY4Ba29b4S+1H4inHSZbzXaWqLTfJdKRA1OWo6erxs/Yq6EUux0YeEa21NZmiafWR4PM1W/3V46fx0f2RdeixsL616rJSTWW9+mwkiYNFT6xTnlsUpSSxfe2is5hs3PWi2wwxRt8zSce6rJX2HXLnWGtFB8olWEqhZU346EXSpXSR+dw+loKp8dd4SP6jT7SQtCHLaT5hjVkmk8H4+LiJp4YTfWuQj8HJ/6OsA5bR2r4UNlGMIAm++m+fgNK/NV6aeEPWiQ+SaBcSrPGwCD6kZVq4WIwqhHNIE/TV74OoOY2q2xqDUDvW/Fr0e1Q4hurxzZMPV2vd+XDWCpevf7758dUbgjjfRK1Fqw+67sPQk68935qOoq8oIW31Vwq2JDztRFsalibN/9Pp9NAuSBk70O6OkOuo3+8PnTgbAi3t+czHAHwM3xJ0WotgP+UzrcHLsbDGTmsisk4LT42rr22rr/S36/r1IvEJF4sZWYQeV3BIvEOMPFSn1jAt3KyxoIYp2/MpQLotCyfZB4s5AHYKqG477lyzPh8+PqZF2taWo/xGj2PUmrNoXv8v3bhsU14Axh38IfeRtC6tZBDSeBQucq2ErAxdLo7AYB/GxsYObNrTa5R9lnGl0MnQEk600JAZUjI1rd/vu+O/tYmotXmfliiJzCIEPekEvWh1OX1WjPxGLkiLCPWCtvphldX/yz5bGp8vQGktaJkRFJWpoeuUgsTn37bq4rc+oRHFSFi3L1iomX4UI7AEmDVvkgH4xodgzY2PAcj59zFf3VZIy/XNuc8VpNv0HX0T1aamSz0OUQkgvvGymK5UzOgi1n2NcnlafdF4WMLc4jvW3FkZm7o963+tCLEtvdZ84xUFJ1pocLL13RUyfUxPQEhrlBOurRiWCWmDsj0NekJ9149aBBXSOqM0MQsPn4CJYrSy7VD/LQbNuQkRpoWXJmrNOH34ht7pZ3EETJzvZLu+vmjmFFIsoujLGmtfHzUemqZ9zE6/kwJf1i/r0W1b60q+10LDEsKArXjwtzyqJVSHbE/XKzP9pEIq6/XVZykCGlerH1admmf54nA+GrfSun3Kr6zr+0JoWAsOiOfWsAhPLxw5CWT0qdRwmqcEbRnIwDzxDAVpNR4MCkeV5ze6Dl0+ikh1nXrRSELVzMsn4CRYGh+/1amWcQlYthkS5rpN+a3VF1mHTk/WbbJv8nsJOtFBl48j0KyTjnVblrDz0YOliPhwCdGshZvP7eKjZemyCuFrMUk9/j68rXo1XjqJJA4NamXAF2i3BEsqNXw0uVZctVWaSt3bKGgJWu0h0G1ZwihqrVhw4gPh1iRrf7H+8YE10Na3oXosYhuVAcrf+plv4Sdp01eH1aZvsSXpm8bdEtA+bSgO7kcNUYw1RCuhZyGw6g8pBxrf0Lj66Fu3b/UthK8Pj9D3o8xfCHdffXHWvFXeElJR9SZpx2ovbt2+d6G1SggpoXHhRFsae3t77kpWaQnI60wtv6AVgNPAxRs6+dbSfKQm7rtrmzgAB484tvCQeMo+yTKWdiTNdB1c19ZBXE3UN1YSRwBDJwfrMqEURImDTh+1Fg4vfrL6ZUHcclHfEywrRJa1FrgvphA1B1Y9Fn1oXKMYoFW39cynDFnKmm99+ebT155lAVnfWXHAkPUk69E46TTkULtsJ6T0xI2HyLXq41H6aHQLN4m75Csha85HkxacaKGhJ9giWE14lstF/i0HmAOpze0QgViLS0+oLCdxsNwYWlhYvm8tADQ+VvvaFLZw1X2IsjZ8/ZJtaTx9Jnwcrc3XZ4tR+Jirns84AifqWRTOPrrReMpyPqao65Z1RvVtVAHjo6coCNGabt/HEH1CP0owWN/r51IBkIpc1PrwrQv+Dp1WYOHDbyx+oL+Nem4pXrotXx98cOKFBq9ftN6lUqkD+yz0AGqmrOsA7ECZRQSSaUZZIbp+6b+UBKz9ssx+sCwLC2e9wOXfsr0Qs/W9k/XoPvqsJt+i1aB9/lFMJI7gA4avv5XlLWEi5yskCENpxFF99zFS/VwehUGmYoEso+dW4yhB0p8OpOq6ZHkrIK6/lf2xlBiJg/Wd1UeLHjgXljC1BJ1PUFnrKoSL7od8JwVGSJu31lBI6Mt6rMC33vgn67Bisd83QoNgWQIcHGuBkrD0JOpUNJ/Wa+2jYNuyLT0RZPg+7Uc/s7SCqMWvzy2SeFluIf29pRX5NJMQc9Y4awvJYtSy3zoNVzNTa0GE8LGEGOnD2oHNOkOZTD4B6MNDMycfUwv1Q77zpWSGaJeg29Tp0r7vfZYS6yBePsarcfTVOSpYdBs1npYVqi9TitMn2Q+Wt65usNa1BEu4xB1LWYf8rcvKvmQyGfMyMx+ceKERWnBRA21pjrqM9bf83le371nU4pCLNWT2+toLbdDxMakQLvxOa2Ih3OXfvoUbsmokvr62JGOT9fu+ibsI42qYvvqSMj+rD9Y7q10ttOIKHo2zr704dfgEZ6jNoxIQPlw0PlpAJakr7jxbVoCVMivXdoi2DzNGliLls1JGgfeE0LDMT+Ags+MOSKnNsrzcHSk1dVlGBnWp0UvQFoh1rhNB4hHHarEmX8dfWFaPgSWELO1Qv/MJMF9dGuIIbV1WzpWlkRNCeMddFHoMND56DK1+WW1a1oT8btRFqwWlfO5j3pZGK+shrta1ySGhZfUllJor16n828fQQ4qTbtfCm2taz48eD/leWwVRSqUPH1m/xtFa6z5BEqXkhQRhHMHDPW7WUUkhONFCQxO/HHjfwo4r3aMsjzh1WN+FFl0UhLRO/h8HZ592G8Il6l1Uu7JMFBOOM1+hduJCEmHnwzdJ/Unn3EdLSSwCn7Ua2tuUhIGE6tCWp69sVD91XbpOS1D6mK8Pb0uYWO1ZfYoSgFpYJwGf8NPrKaoOnwIo339fHCNC0MTFZ6GTOCVRplKpA6Zk1JEYVvDI2rwm25eEqI+qlmVkvzTOPgLhc0vztvqgn1sLxypnPfMRm4UvLTbfAorq46iCLfRNlDYbRzjHHS+fVSwZuQ+fkOUV538LH4KVxq3x8fUpFJS3+htHkPiEnU8Qh5RG3YbVLvtBvuHbiBuFp14Tmi9Z//vqJy6yLiveoTcIWmOjx13WHTVmGk680JCHc5Fp8/Iji9n77gC3XFc+l40vOBqlTck6tBCxhIcOBmuICs75mKxvQeq/JR5yUVp9Aw663DQeetySWBS+Nq0+xBEeIU0t6n+rzRDD9zEGzUB0+RCD9dXL+nSqpdV2HKXCqh84qJxYGralqMn2o9qwhKzVhh4vmXASRVtWUobvcFJffyw84hw/FGdO4yiKviNdZBvalS0tGIseQnDihYa1T0OCnlidQaSFhrydzzeYVtqmbk/jYzFOq245yZJhy/chIooiRN8xHSHhJZ9b+MZlsj4m5dNGQ4tdMtw4zCEEoUWctA5fPVEMNCTI44yvZfXyudZsLbqLyzB8YPXB9ywkrKIstjgWnWzHmhc5F9Y6tdacDyy61e2G9oZpS8mqN+TB8PVL42jxSd/vKDjRQkNbFQxkhe4ItzQLDqr8X26uiZvHHNIo5Y80gWU5qz35jU/D8o0N+yrdQSHmZjG2kJDSffadleUzmzUu1IKs73V5611SxhdnIfLvOAvNV5+15yTKiiCM0i/Sr2+8rKweiWuU9RqFq5UAErcPIaXEGrMQLVnM2YdzFFjKlkzVDtFolJCyhLqvDl8fiKNPCGl65nvyhu+rlFuCJBDLNJeToU02n/ZFsJiej8FpfKy6Qt9ELdYQcVrlfG3HEYJxNH7dbty6k+Cg8YkDccrJvvn+jtum7kvUPFnfxIE49SapR4Kl6SYVyj6tN+63UcxRC15dd1LaC62jOOsljuA/DIyiMCSxWkdp68QLDUlAJKjx8XGXSkYBMjY2NiSR6YqyrAAJltYVRSAWIVHzp8ai/aayHd+xJRoHbS1ZC1uOj9QArXs9koKVaKDxk1qttUtd4+pjAD7ty3eOVQgs5mj9HUcDjAPWeUghnOT/Ia0/CqxvfVZIlBJizW9UW/zOVwe/k+vOl/6srQZtrWu3r15DFp5xx8Ciw9A6C9VrKa++devDQ9OG5huj0EwS2j7RQkNrh/yhqUUXlSUM5OKxCMGaGN9eCILvchOC/N46yM836bptja/F+LVA0e98VpZcxFGMzCqncQsxjCiwNP7DaEy+he5jiCFhLN8DNrOzvrXmJUo4WhCHOfk0Tt3vuMxTg8X8AH9moPWNr04f3rKcplldXtcn+x2yIuLSro8mJE4Wj9L4hPobGiddX1zLXSuRlqANwYkXGjIozQGkhSEtCcno9EK3GLL8X1syPp+wbkOWIy4y0M6Jk8xfayuyDZ9w8GlVmmjlM9/xAvJ//dtadBY+1mKT8aUogRSHcei/dT1xwcfM2EeZkODL/rLqtMqExlTOc4ihSxwtZmcxTz0+eh34xsRXj/VtSKiGBL1Fm8DBtRUljGUZnxDg3z46sviBPg8rxJgtBm71X9O4Rb+htjSPYVl5EZWv3zLFVt/zE3ftnGihAQwPhpV6pi0NH8GENCBtYfhOrZQTqeuTE+0jDDmJPuvGAlnO1wfdR8kIfYtPB3B9dYeYQtKxTgq6/hAztMBSBkJt+XD2pdxGjZ3uhyyXVABadVp1xNUoNUha1kwmroXqY5b6f83AtWWg6Um34ROM+lv5TZz5t/7m/z7mbz2zBJtWIkMgeZ5cryFBY1nQUiGOC+8ZoeHreBwmEsXM5PuQWcsyXFCh03eTTJReFBZuIQ1dltUMKcToff/rZ3GYnI+pR42Bxah9+CUVGFEQ0th8ZX1CVWvd1re+73VdSSBKo5XPoywB3zvLmuFzSetxxlGvZQs3n3Ui65XPffQbtRailC8Lkgr8EL2E2tXjFOIRUbgnFRwnWmhojZgwGNzddcwUUGpGcnCitAZZl37nIzK9x8PaPBNnE9go0t9XPtTXpMTlKxOyhqJwCmnvPoEhn4e0VYlOqD9RfdWaqJWe6GOco4BP+I1imYW0/NDY63ZD4yznwqfZy/chJq3bsiw1zSBDNK7bkNp4HLrV1o9lZfFdqE1db4jBx7U0WLcvGUCX1fVb1lscONFCg+BbANZCCWnketH7iDQpA7K0oVD7PuEWhzEdhjke1Tf6+yRCAYjP0HyMMAoflg29T1Kn/HYUxi6/tTTg0DfEUf62vtW4+RhlSJuN0wcfyL75rIPQd0nb9q1lXTaO8qLr8z2PUkZ9eIcsp1CbPqVK1x3iIaPAiRYa+uY6GRDXz7QmwBMeCdrU07/jErkE+b0MqAIHg95ae9b1W5uLLMYQdxH4wHdqbJTACgmwOILDt8h9Gm6ofBKfvWbWloIQxzoL9T+K4cSdM59AiWonCkeL9lnfqJqwhqh6QgqE3ggrv4lrJVpt+vpM0BbCKEKF9ft4C/+Oc1hgiOajFFttmel6kszpiRYaerHoibAO8pLf6LRXy801GNzbYa5NZUvKyx8rrZXfyZu1+H9cxmMRuQ74h4hG/7YIWb6zNBt9oKNP448jvOISrB5P3ZdRmFnou6RaowTLSrXq8TGsqHn0feubyzgQEiq6bkm3Vh2htaHLsi6ZmKFpjoJDKlrAcEah9V1I6PvWVmht+DR7yR/02o+if9/cxbkATEJUMgzx0pl68l0cONFCQ4KPWEJarLyk3UdcIe06ihh09hEnzBI4UnBELfwQI9HPLSKPEhyaeWntXQvhKDx9ZSxBnqSvcRakDw777ajfhOhJv+f/cbRBHzP21Rv6Xj7zMf8o0N9qoeHrj9VX0pslVCVope4wtBJlGVh4x12XURCHLqIEIZ/7FAuf0hsHTrTQsA7104SlCTWUYmpJXdbNvR8AgoxftukTWvJ5UgLReEYtYt1WHGFoEZp1HagsE2L8us44ffZBiHkeHDc/DvcDooR/qC8+xu/7f1QBaLUp67do3CobpRhYYPWf9ej9SVH1hYRQFFhrQv6fVGhH1Svx5RhLhdEXVKfyFjXOPv6ilT35vwyoR8FoCdsB+JVf+ZUhZpZKpfDkk0+6951OB5/73OcwMzODcrmMz372s1hZWRmpLbmw9Aa/0ITpb30/h4GoxRLVdtRk+/oTF6e4i9763rcILAvGx2SOCuR8W0xO4+irQ9OOri/Uj1GZVRTehxGuuu6odrSQ8tGhBRbtxNViLaVKP49am1bfDrOGLQUnND6hMfIplta7EB4+yyCOoD9qOBZL4+mnn8aXv/zle42I0yC/8IUv4F/+y3+J/+v/+r9QrVbx+c9/Hn/tr/01fO1rXxu5PSsADtj+e2sHeRRBEiTDtqSy9Lvyf1mP/PERoW7bx6yiNJ84hBNXY7eeR2mWcTQ/PV9xcI0rHH3jFTVusnzc9jSecQSNr81RF7xPmfC1E8LLZ+X4ykXh5avXJ1hCCg3XcBz8JITGVrYrx8anefsERdx51+9lW5byEhd/H45R1iLH9IHe3Dc2NoaFhYUDz7e3t/GP//E/xpe+9CX8e//evwcA+K3f+i089dRT+PrXv46/8Bf+QqJ2UqnUgUMHyRTk//obYNiVFFoQFgH7TESfiWcRga47pBlpoWYRQej7OAveIjBZRgbuQ/iG3o+qkSfFVb/TeFnvk0AUg9Zt6HHzadb6vXwXGss4zD8u07diV5Kp7O7uYn9/H91uF7u7u2g2m9je3kaj0UC328Xe3p4rI7MTuVbHx8dRLpdRKBRQKBQwPj6OYrGIfD6PXC43dJCnVO4sBitBKmq6vAXaiuGzKJpNKjwtRTbO3Ml3uk8+erLqlbcRhtpMohwdi9B4++23sbi4iHw+j0984hN48cUXce7cOfzpn/4per0ePv3pT7uyTz75JM6dO4eXXnrJKzS63S663a77v16vA7jbUXmHg5XBoO/CsIhAH9+hGZ7+33cIonWgYUhjkWUtDVy267OmrPosphNqW46F9U73JySg5DeWsLQWZUj7D2mT1jdRzNynIcbpj/47ag50W6GFri0hiy6iGJY1tqHx9dGebE8Kjb29PXQ6HXS7XdTrdTSbTWxsbODatWtYWVlBvV7H7u4uWq0W+v3+0F03qdTd06fz+Tzm5+cxNTWF6elpFItFnDp1CpVKBdVqFdlsFmNjYy5jMZPJHFiXIaHsGws91kmexwVfPSFlUT7zKRMhBc3yWmjQPE6/C+FlwZELjeeeew6//du/jfe97324c+cOvvjFL+Lf/Xf/Xbz22mtYXl5GNpvF5OTk0Dfz8/NYXl721vniiy/ii1/84oHn1hlPAByhadCDsre3d0AzDu36tOqQYF136tNwLYYdera3txe8W9v3LKRFJYE4giIOJCXSkDVoQahOa4FFLfC4bY0yNqMypdD3UXTHZyFGRNjf30e/30ez2cS1a9fwxhtvYHV1FY1GA81mE/1+H7u7u+h0Ouj1ekN16GuVuZ56vR7W1tZQq9Vw9epVV7ZSqWBiYgJzc3MolUqYnJxELpdDsVjE1NQUisUistms1/qIovO4TFiOlfRGSAGswbISfbjEVQZkeb2Ofd/7+sQxDkGS9X3kQuMzn/mM+/uZZ57Bc889h/Pnz+P//D//TxQKhZHqfOGFF/D888+7/+v1OpaWlobKaAKKGgTJjEa5TCkOJP1WEmgcwRASQFHtJxGI1uKMA3GYbxyLKVTPKG4mn1ZnWQBx6ooLIa0wjkUQt32f4JDvQ3NJxanVaqHT6WB9fR03b97ElStXsLq6imaziW63O+SyTKVSpnVAJq+ZVq/Xw+7uLvb29tDv91Gv11Gr1dDpdFAqlbCzs4NCoYBKpeJwKhQK7nigsbGxoTp9zDVqDC3hGrJkoniK71kSxSdJm3HridP2AxMaGiYnJ/HEE0/g0qVL+Et/6S9hd3cXtVptyNpYWVkxYyCEXC6HXC534DlNZr0AtODwMVtZlvXxWegecB/o8lobSKXsY8yt86ikhia/H4VJRh1LHgKJh+/bpDjFFXKh/vqYw6hgjfeodY/i5ghpklHgO6rfqj8kUAaDu9cndzodtNttfPe738XKygq+/e1vo16vY2dnx30zPj4+JCC4jtLp9NB1y4VCYUiYZLNZd0Hazs6Os1Q6nQ5WV1exvLzs6Cyfz6NareLJJ5/E6dOnMT09jUKhgMnJSZRKJZRKpSGvAumFY+hzyfjGJvQ8jjUQBaO4aEMKJH9C/bPo2Mej4sKxC41Go4HLly/jP/vP/jN85CMfwfj4OL7yla/gs5/9LADgzTffxPXr1/GJT3ziyNrUkyMXpBxE3/0U8ncS0MLL8lv7ykZpmNbflt9c/m0JTY1L0iM3rGdRTNJaLHGZftJ5iFM+ahEl0Q7jCOGoeqIsnFH6FAc07fR6PbRaLSwvL2NtbQ1vv/02NjY2UK/XkU6nMTs7i2w2i0wm4xS2Xq/n6IzxCAa2C4UC8vm8ExYMhNPH3m630ev10G63UavVsLm5ie3tbezu7qLf72Nvbw/NZhO3b99Gq9VCrVZDqVTC9PQ05ubmkE6nXfBcZmjq/oXoMYkSFSVcJG85jHWg8ZR/x6WFOBZoqL0QHLnQ+G//2/8WP/ETP4Hz58/j9u3b+Ht/7+8hk8ngp37qp1CtVvG3/tbfwvPPP4/p6WlMTEzgF37hF/CJT3wiceYUwTpaQIJeGPKiEs185TPfabRRrgL53sp6YH3atLbwsSZRPrfOz4/SzH1lRrFiokz1wyxGi3FbRH8Y01uOecjKierLqILDp7AkAaldh5SIkJAmE+92u9ja2sL3vvc9vPHGG7hy5Qra7TZSqRQWFhZw/vx5lMtljI2NodFooNVqYX193dU5MTGBQqGA2dlZTE5OYnZ2FuPj48hkMs7ikNcuA0C/30er1cKtW7dw48YNXLlyBTs7O2i1Wtjb20O328WVK1eQSqUwOzuLUqmEubk5dLtd5HI5lMtlJ5BCCpsFcWlU0khcy1cqbJZHwUdvIatC1hvVD5/7VY+R/HlgKbc3b97ET/3UT2FjYwOnTp3CD/3QD+HrX/86Tp06BQD4X/6X/wXpdBqf/exn0e128aM/+qP43/63/23k9uTghBi9zHjSgygnzJoUWdb3v8THt0Ble5qAdF1WiqusM45wkOUsopZ9Poybx2dJaQgtllAfQt8flXvKaiuES9R3ccvGETZJcLKEh2Vtstze3h729/fR6XRw8+ZNfPnLX0aj0UC73cbHPvYxVCoVTE9Po9PpYGdnB5ubm+h0Oi5V9tlnn8XU1BQmJiacpVEoFJDNZocC1/q3xIGZU4888gg+/OEPO0uj3++j2+3irbfewsrKCmq1Gra2tlCv17G1tYXLly+jWCwil8thfn4ek5OTmJubQ6VSQTabjbQMAAxlV8ZZ91YdUc+TWjSynrh0KPmC9jJIvqOVDIlfXDhyofFP/+k/Db7P5/P4jd/4DfzGb/zGkbartUY5YPwt91FoBu4jHstnqC0DDUk0Sqse63/LWgmNhQ9/bc3ov+PCKNq+r63DCi0fTr73SdtLwtitd3EtIT23SYRnqIzPAqHQYCrt5uYm3njjDRQKBZTLZTzyyCOYn5/H6dOncevWLbz11lvodDpoNBouo2lpaQmnT5/GzMyMW1/WrX5R/ZqYmBjCl5lb3PORSqXQbDbRarVQr9fRarWwtrbm3GDNZhPz8/MYHx9HNpvF+Ph4JLPXCpheZ6E58IFW8kJ9jqINC1cJlvvK9yyKRpPAiT57yqfNapOQ5eiHla6hweCuL1dfZpLJZA6Y/VL4+IBHrjOQHgqOE6y7p+VplJbmyOe+OkLtJXkfalO/1wTrY9JJGF5UOavOwzBbWcdRCLIk/T4MJMWXAmN3dxe9Xg+1Wg2NRgMA8MQTT+Cpp57ChQsXUCgUsLe3h/X1dbzxxhsYHx/H5OQknnnmGUxPT+PMmTPI5/MYHx93eIzaT634pdNpZLNZfPCDH8SFCxfwxBNPuMB8u91Gq9Vya/natWvY2trC1tYWPvShDzmLJwoXy8XL8QlByBVo9SuuNW2Nn+Xisr6Tv7UV0e/3h/hRKuU/4yoKTrzQCDFJn1YbByyJHYfZ+crGZYIW84sSGJog42gWPiK2iN96Zy2YJGM7iuCw2hmFQcVlrr5x931/XK4yX1txLTarH3KncL/fx/b2NtrtNiqVCqampnDq1CkXxN7d3XVZTnQlTU9Po1qtujIhPDUOvr7oslzfxWIRmUwG3W4X6XQaZ86cwcbGBjY3N4e+l/3Y3d1FLpeLtQ5k20nXkq8voTaSQmht6jXpo9PQWvJZRz440UKDoIWHj4i1leBzRwHhrfvampHfUnrrdkJmr890tSZTE4KefB8R+WBUX+thII72HVoAx4nbYcFifD4Iaapx+qK/T2ppUGB0Oh1cvXoVzWYTjz76KM6fP48zZ84Mbe7rdDrY29vD/Pw8zpw5g9OnTyOfz7usJWt9hPC18CH9aoUon8+7GMnMzAxKpRLeeustXLp0Cc1mE6lUClNTU05o1Ot1NBoNZ2mEvAOSqcs25Tsf7tqaln23BMdhgP2Isvg1SH6kv5XejO8bSyN0TLBmmHKg4jIg3wRFDXAUgVl16m+TEJklYDSRhXCJgihc4+KomUGUqW3NYwifpP2KU6eFW1y3WJTQ99UfF48QbhY9aKC1sbe3h5WVFWQyGVy4cAGTk5Ourl6vh3q9jr29PWeFTE9Pu4wlS2O1+urrV9y1mE6nMT4+jkKhgFOnTmFjYwNra2vuqJJiseiuL2g0GlhdXXVxEuIZUlAsfEI0GuqTHHNL409ikeu/5XiTl2nGH7JIfHSTBE600AgRok8yW+dRWXVa32omFtKmtMkbV8vyvQ/1OYlWG9f9pN+HFvdhGEKccvfbgkja3zjMMu4Yx13cFg4+96bVLpkN43wbGxuoVqs4d+4cqtUqUqnUkOuKQmNychLVatVt2POB1R/dN997DXJXeS6Xw/T0tMOj1Wphf38fpVLJCZBms4m1tTWcOXPGfRMCSxGIaw2zH1bZo1I2tfCIUgisuaYAPIq1dKKFBjDsBqJGYQWh5UDKcroOfRih/p9CwyJwfWBhCLQ2TYirxcqyh9Gw40KUUItyu8VZhFHv4tZ7b2wjq4rVfhROIQET5aqIUnyOY26lwNjc3MTm5iYmJiYwOzuLubk5t3mv3W5ja2sLr732Gqanp/HMM89gcXER1Wr1wL4Iq68S9KVKeg61e0ruvwLurbtMJoN8Po9z586hWCxie3sb3W4X7XbbCYhXX30Vb7zxBnZ3d7GwsIAPfOADLqPKB3KsNWOOo8HLM+vijH8cZSJqTfF/3yV01vz45og79uPAiRca1iBqK4PP42oPFoNMwsyitMpRQFsuSb/11ZVk4fsER5QmFLJuovA+bF+PCpLM6SgaZVIIWb1RVq2kIwa4x8bGkM1mkcvlnPXBfRL1eh2Tk5OYmpoaimNY+PisZsvVEoWb9T0FR6lUwmAwQCaTcftG+I4utdXVVeRyOfT7fRNnibcFmofod4dd37469HMLxyirUq/xKOUlCbwnhEbIb6gHWwa4Q+l2PhdESOprt5hP+MTRTnwar6XVx2UYcdqw3oWEDIADWuEo7RFC7fjKJn2XtM7jsuSO2zoMAfvJvRBME5c0tbu7664lSKfTbgOfz1KwrlJOCpqmffVReNVqNWQyGfzAD/wA1tfX8fbbbyOVuntu1Z07dzA+Po52u42xsbFIN9Vh5j5pv33Wsnyv0+71t77vaDFY3hTWq7+Ps34JJ1pohFxFIW0mLuPXZfg7ScZBHHNdl49i5pbVFNdiiOvy0ONwWM0qqk8hoR+33VHwS6KhhyCKCUQxJF/9ceaJv320HWIIFBosLwWAPIk2lUpFxjFC+PuEgOUViALWxcMRU6l7517RRZXL5dBut9FsNtFsNpHP5w/MtRy7KJ6QpK+jlAutV9996VZ9PjdVlDWVZPxPvNCwwFokFpEk0bR1/aGJj0NkehHp31HMLM53vm9DcFTar495jYpTyMV1VG7AJFplEutu1H7Lb0f5XgsUC2hNyPVAodHtdtHpdFyAWVoZPjqLGkMfk9LrU/fDYowUFtyMOzY25o43KZVK7rDF7e1tlEold8y6xEPXqftj4Z/U3Wp9E0dJkApeXEtDtyH5g8aRlkxSwXGihQZw8B5uYNgikH9zEEn4ekek3jEZWmzW4rCCgz6Q9fsWTJwFZtXrw0/WL7U1672sK9SOD+TYH1ZwHbWmd1zfA8mC4rptSQuHwSXO96T3Xq+HTqeDTCbjAuDsw87Ojju+fDAYuOPQ+b1sT7pZ5TrU7tRRhLKsU75nRlev18PNmzfd0e3z8/Mol8u4efMmGo0G3n77bYyNjWFiYmKoD3otxFEmfdZJkr5YZUJthWhGlpPPLUETEjZJFK8TLTR8GolllseZOClQRmnfd2CibMMSbFZ9Pg3BYipWv61v4kAcpiVxC2lAlpZk1R3FaI8CfBZZEoHswyeJhen7VrYdh4mErE8fnlY9DHjr74F7VghPhta38XF9xem3/M6nzMRVeGQ5ximYRZVOp92Bhel0Gru7u1hfX3c3DcrNiKwrNKe6Patfxw2h8QpZfUB4X9qoytmJFhqp1N2gz97enqnpyL8lcVMLZsAo6vKauIPJNEYuLhn7CAkJEoCVAqxx4XuflpSkH1EaVVwmZLVlfZtUS/PV/W6FwwiO+9W2ngt5L0a/3x9ikL1eb+gaV90ey0XRXUi5iNKmiaNVhmuYWV5jY2OoVqvo9/tot9vI5/Pu0rdOpxN59HccSygJ/SVxt/nGkWMXZ09MFH5WGWsuouBECw0NcSY8jvslruYU9V2ICKJMxcO4dA5jElsQctEdN4Q06uNuP85CjAM+4ZuUQSURCqE65U7wfr/vBAaVL99PElwtvELrIeqZrIO/9eF7qVTKHYm+u7uL8fHxof6x3yHmabUTF46CHrU1GYVDXMEbBUm+PfFCw7e72+eusUxkmTIamiRL09H/Wy6EEKOIMtut75P0V38fqtuqK9TmqPAgrYWQWX8Udb8bQGu4lgbNC454tWun03HHkNP64G/tnpJ1x8VHu4N8DNsCfiOvb+Vv1s8NvXRXjY+PI5/Pu+wwnuarvRDU4n0CWl8rMIoCZX2neVJoXSdxi8WxHOQ7OS9xM+NOvNAAok0ry8KQgy7vA5cTqOuVLiaf1uSLifCdL4Yh65d4RIHPFSTrs9qwIC4jiDJzR6nTgriMPYkQ8uEZV6v3acZJ8I2Lk35n0YR8r48FYarsxMQEyuXyEF13Oh1sbGyg0Wig2+0O1cU6ACCXy2FpaQmFQgHr6+vuzClq9Hrd+JiPLBcaSwn6XWh/AY886Xa7ThAwHbfT6aDX6zlBmMSCOIwr1dcPq07LlRWitbiWn8X3yL9CPDEE7wmhQfBpMNZza4BCl8dY5a0JtZi4ZU1YhMP/49zBoSGO5jEKHIdGznqBo1mUvnp9746ijVHdNVHWqu+dzxqVjF66nDY3N93+i3Q6jWKxOHTAHS9dajab2N3ddfE9unMYyxgfH8f8/Dyy2Sy2traQy+UwNjbmjkRnNpK2AHQmYpQWq7XtkGtMbnhjnyk0er2es4jYJ+l+SyI0Drt2RgEp2KPKJalT/z7M+jjRQkOakJIQ9N8AhnZJaiCRcUHJOnznulggJ4MSXeMqy+q/LbwtYeMbC5/1pNuLswgsQZvUJZGEQd5vCPVnFDzjMn+Cb3x8SoZVn09B4R6LjY0NvPPOO3j88cfR6/VQqVTcKbCXL1/GN7/5TRcgnpqaQrfbxVe+8hVXV7PZdFrpysqKOwk3nU6j3++79ni9K1N2G42GOxF3dnYWxWIR1WoV4+PjyOVyQ1lYVv8o1NrttrtittlsOqZPNxPXF4Xk/Pw8FhYWsLW15S6V2t/fx/T0NHq9HpaXl1GpVJwLK0q71mswyjqN8y6J5ZzEqrAEq0/h1e6ppIrbe0JohMC3MPm9tfB8dYSsjlCbcd/fD6aa1Pcqn/sYWFSdUe0exTejQKg/o86FZfbL31GuvTjWBZ9p4SK1eloEPHRweXkZu7u7TmjUajU0m03nahofH3cHGLIeMmWe59Ttdh3D596NweBu2ivr2NvbQ71ed1ez9vt9VCoVpFJ3j/ZIpVIuHVb3fTAYOKug0Wig1Wphe3vbCQApNGRQW25E3NnZQb1ex87OzpCbqtvtuvvFB4O7e064GVAqn9riGZUG9P8+r0RcnhIC7a5L+l3Svp5ooaEJzjcxAJx/l2ZrKpVy2pKsi3/L4HhSyR/CNUm5JCZ0HEskCYEetsy7yao4TjjKfoasijjfSrfMhQsXUCwWcf36ddy+fRtvv/025ubmkM1m3YVKs7OzGB8fHzr1WWdQSXcJd12nUiknZMjkd3d3USgUANwVMmtra3jrrbcwMzODSqWC973vfZicnMT8/DxmZ2eRzWaH8GfaL62KlZWVoUA9XWh0R0nXFIXD+vo61tfXHU6FQgHj4+PY3d3FysoKtre30el0UK1WcerUKXeyL/kAXW5RFoiEOAqGFTuIchXpuQ3FQXzfsIy0QH24JeFp7wmhoRmmvq3KsibkYMrvfZkUlgbiM/ui3B6h95a7QTL7UYSP9b/EQ/btfjH7+2FF6CYOa0GwDt87C45rTKMYBk+tLRaL7tDBer3uNG+e0cSYBJnv2NiYC6jrawdk/EIHUyl0KLT6/b7T9pvNprsHYzAYoFAooFQqDQmkVquFRqOBra0ttNttF7gmTjJzSwb8aX3QyqEAIP7SoshkMi6Gs7y8jLm5Oezu7jo31tLSEvL5PIrFohtH3/jGnYs4YNGWZvr8W/OrkGdAf6tBu6jiwokXGhajlQTNd/KIBH1ypMWY9SDG8TVHCQ1fH6zfmlBk+bj1+wRHUhx9YI2RxDEJs4wqfxRmfFyIY1FGWVk++kkCUX3W4y3/J8MslUrodrvY3d3F5uYmBoMBpqenXUqqjFEAcH/v7+87q6LX6w1ZMgCGzqvSjGlsbAx7e3vOxUT30KlTpwAAs7OzmJ2dHQrM87a9ra0tF8DnOs3lckNxy1QqNbTHhAKCLrRut+t4AE+3ZWCe2WJXrlzBuXPnMBgMsLq6ir29PZRKJXfveZKDGfV8x6HVuPQe951Fb1ooaIGjf8flCSdaaPg0cZ29QZBETqsCgNsJK004eZWlBtmO9VzXJXG1+qDfWzjHtTKswH0SN5JP2wl96xMeWluNgvtp6Vhw3G37tMJRrRjrHbXwdruNVquFVqvl9l8Ui0XnWhobG3On1vIZBQNdR7lczjFojSvr5H4PnogL3BUa5XIZc3NzqNfrru1ut4vvfve77qwoBub7/T7efPNNfPe733WuM9nHarWKQqGAQqGAfD6P2dlZ5PN5Z7HIvjOGQgEi3+3t7WFnZwfdbhflchnb29t4+eWX3QVOp06dwtzcnAvYc5x8a0TOWxxFIwSjfOcT2vI9f1vvLLdZHHhPCA35t5SocZietEzibNUPMXCf1SDxjdMnXV+onBYwVj0WM/Z9Z5WJsm58mrXGw9d+lFUX1Rfr2xAksdZGgbhWhjUnSa1Iy8re29sb2tBG5YV7K2hd6JRYuq5YLzV0ycS5RvicLiQAzjVEK6dYLLpDBLPZLPr9Pmq1Gu7cuYN+v49qterOh3rnnXfw5ptvDtUnrYNSqeR+GLymC04e20MLqd/vu8wwWiXEbzC4G7zvdDqo1Wro9XoYGxvD2toaMpkMpqennVdC32ZnWdNJ6G0UazxO/bLuOHXE8Zz44EQLDZ2BoU1YIFq702W19LYO/EqqkUrrRretrSSJByEkSA6rnYeEyWHqTKp5hRimr/++bx60xRIXtKJzmL5oYbG1tYXt7W2XnsogNn/LgDav+uQ7aakD99LVpWKld0rv7+8jm806Bs266UIql8vo9XpoNpuo1+vodru4du0a+v0+Wq0W1tfX3flRMuCeSqVQq9WwsbGBVOquu+mtt97C/Pw85ufnce7cOVQqFUxMTLhxokVVKBQOjAuD9t1u11kvq6uraLfbeOWVVzAzM4OdnR0sLCxgdnYWZ8+eRT6fd3NxVKDn/jAQdaYWQfMdmZYvFYMoONFCAxjdzJJl9ALQdcVhZtb3cSDEBEOmJ59pwosaixDOFnOOo/3GcYPdTxgVj1HdDFELPw4+o9ISv9vb20On00Gj0UCn03FuqbGxMYcfLQwGhaWwkEKD7whWcog8LZbfDgYDF8toNptot9sOv1qt5rKtuGu7Wq26Z7QWZOCa9TPGQuum1WphZ2cHuVwOp0+fRq/Xw8bGhrM8pFCk0KDAKxaLQwJpMBigVCq5mEi9Xse1a9ccnjMzMwcun0o613FoaVTrN6lCJb8ZdZ2ceKEB+F01Pgagmam2WPjexzhHvdYyDrHFEXoyaHUYTeV+MPm4TDhE4Hr8k5jhSWAUgfFugMFggG63i+3tbaytraHRaDjXVKlUcimowD23E+lMxzektSGB5cnAZZouv+GmvDt37qDVajmhkU6ncfnyZRcv2dvbQz6fxzPPPINMJoNbt26h0+lgbW0NxWIRuVwO+XzeWQh0WWWzWQwGd6+hZWbWhQsXMDY2huvXr2NiYgKnT592GwhzuZwTZHSP0R0mBdOpU6ewu7uL27dvY2trCzdv3sTt27dx+vRpLC0tHQimHwaOyrqw6uTfQHg9ye/47PvGPaUFgz6KXL7XO731QJMRSwESct1ExUl0vbJNzQDjEKKFS8inqoknRBRRVkwciBuL8YFF+Pr9ccL9qj+pQPLhJZWGfr+PZrOJtbU11Ov1obOW6HagQJAptzImAMAxdckcua5IZ4yLkJEz5bXdbmN5eRn1et1lIzEwPRgMhjbRTU9PY2pqClevXnXMent728UR0uk0SqWSEx4cBwa9eYLt2NgYNjc3cevWLdy5cwfZbBY3b97E008/jYWFBVSrVYc3rQsKzF6v58aEcY3Z2VmXkss9He+88w46nQ4WFxfdJkap4MUB655uju1xCSEfbtp7Idfc99WBhcDwAFjHZ2imFHIFaUas/w8JDI2TD6z2fe90GR+hHJeGnLReSzDHgbiLMA4DPgrXYVzwCfSjrlcCmTl3Q7daLXdvhDwKXGYDSmExPj7udnHzIE29F4PtSCuFVog8ALDX66HVamFjYwPb29vY3t52DFkyTMYHS6USJicncf36dezs7ODOnTtD7WezWZcZNTU15TKZKAR2d3cdfi+//DLW1tawtrbm8OPRJUwpZj/4HoATlmNjY2g0Gkin06hWq8hkMtja2nIusNu3byOVunvoo9z7ERIcltKoFTxNH6PQi0VncayOw9LniRYackKAe5JcHjFgadxRzDwOcwlpw5aFEfWtfq4FQxxLwRJED9oFZbnR4rjp4rYbtvgOV/9RwKhz4PuG1kO/38f6+ro7aqPZbGJ7exvAvTHPZDIoFAoOB7pt6I7ij9x/IU9CoHZOq4KWw+7urjsX6tatW7h06ZJzMTF+QJfO5OQkisWic/MAwJkzZzAzM4P3v//92N7exp/92Z+hVCphYmICFy9eRCaTwUsvvYRarYZbt265zX7SyiHuOzs76Pf7KJfLDr9XXnkFr7/+usu0yufzOHXqFKanp3HmzBlnMTBukU6nXTyIu+k5zt/5znfwne98B9/4xjdw9uxZPProo3jyyScxPT3txlVq6BaD1jvZOTfWqb0WDcRxx4ZcTD7hMiqcaKFBiHJt6LLWd/p31LcWRE1cnDpCuEbhF6ojqZvJcn+Nqp0cxnUVsshGqS9um4DfWokzDseBFxk37/VuNpvuRzJsKQAYpJYBcCkwtGUhhYRMN+Uz7sdgdtbq6ip6vZ4TSIxDcK8Dj2WvVCquPrqqaFFUq1UnNJj5lM1m3QZCCiqmD/PaVrYH3N1TQsun1Wq5DYNjY2MoFAru2PTp6WnnluN48kwspujSJba/v48bN26440xSqbvnZz3yyCNDmUej8IwoZWKUdSL/juMNGXU9n2ihIX2EcgLlpjJthYQgahCjAkbauolzHHScIFQc4rLccA8afH076kBgEjgKnO6H+8kCMsx6ve7SULvdrnNFSSBT1UKCMQ0yTrpp9IY6uYbkJr6trS3s7Ozg9ddfR61Ww8rKCp555hn8hb/wF7CxsYFWq4XV1VXnapqZmUE+n3durnQ6jdXVVayurjrGPTk56Vxely9fxmBwN7OqXC5jZmYGjUYD7Xbb7ebmsR/S9aWPGWGWFQAX76EL6vTp085S4BlatDbo/qJ1wPba7ba7Rvapp57CqVOnDuzh8IG0Lg5rbUcpcNZ7HZc6rBJ4uCiMAY888sgQcvz53Oc+BwD41Kc+deDd3/7bf3uktrR7SoMcHFku9J31XD/Tg+9r2yqnn1lEpCc1pGn7tGHd9+OEqPGPM173C+K4+fTfoXKHad8XQ7Pa48JvtVpoNptoNBoH4hZSUPCHAWP5TGZJ8X/ZvsWE2+02Njc3cfXqVbz11ltYWVlBrVZzJ9JubGy43daFQgGVSgWTk5Pu2HRaNfKHfbdSf7PZLHK5nDtWfWZmxu3Ynp+fx9TUlMu0YoyBdelAPjf6NZtNXLlyBZcuXXIXUMnd7jI5gP1mbIQuuUaj4VKKpbsp6dwfFuIKDws0T0hKz0duaXzzm98c0lpee+01/KW/9JfwH//H/7F79nM/93P41V/9Vfc/DwgbBeIs7rgDpBd06H9rUix3l3wXx7ViCYW4FslhIYp4khBqEsvnMJbW/Yakbj7goBAfFZgl1Wg0sLOzcyB2R0YMYMiakLu9JZOmu8qiTXkwIYXV2toa3n77bSwvLzstPpVKYXt7G2NjY05DL5fLKJVKziUl6VcKI7qTpLDgOxnALpVKGAwGTtvnTu7t7W13zpRcd+wfMGwl9Xo9XLp0CVtbW6hUKqhWq5icnHT9kEKD7r5SqYS9vT2XZNBoNNzR63SlhYR+ElemFf+z6ouzHnz0FlJU4q6zIxcaPJSM8Gu/9mu4ePEi/uJf/IvuWbFYxMLCwqHbihPcocZBQSb3WOiBS+J752KVFqoWGHEngXVZATWfJXIcbigtnOKMQZJ65f/vRhgVr+MU6Bw3Mj4eGS61RUvTptDgceWp1L17LDKZDIrFIiYmJlzgm8HmTqeDTqfj2qrX63jrrbecsOp2uygWi+6Mpmw2i+npabcjW+IgGaoMwhMfCop8Pu+sD34nz3yiW00KAMZyKEh2d3fdfRqXL1/G+vq6E3g8WoQHJ25sbODll192lsyTTz7pzrOiy474nD9/Hs1m043R1tYWvvWtb2FlZQU/+IM/iGq1iunpadcnCw6zVjVPiTrqSP+vBarmM7LsAxMaEnZ3d/FP/sk/wfPPPz+E0O/8zu/gn/yTf4KFhQX8xE/8BH75l385aG3w5EpCvV53f8dhSJrJ+ha5NXCaeUvN35Lih2UePnfTcYCFr09gHKeLa1SBMsp3Ic3LV0ZCXAYQF5+Q9SrplfGMdrt9wC1iuXjoepLWBy0LbnyjQBkMBi6Flsd6MBV2c3MTV65cca4wHr0xOTnpXEgMZFO7l/ddED+JDwUDmXOxWBxK/+U7rkd9vpQUblLYMe14Y2MD7XbbWRcyaM0U5bW1NZfhtbCwgGKxiHK5jHQ67TYCyjPpJiYm3NlZq6urSKfTqNfrLi6TZM6TwlHFz7SLPspz4oNjFRq/+7u/i1qthr/xN/6Ge/bTP/3TOH/+PBYXF/Hqq6/iF3/xF/Hmm2/in//zf+6t58UXX8QXv/jFYFskCGB4IxMQHRMIafFJtIQ4k+AjsJAL6rg12eNoU36fJD4wartxvrNcjqPAUWiOScpTYPBHXjwkz4KSKbQyjiFdPsyiovZORsL7L65fv46rV6/i5s2buHLlClqtFnq9HmZmZnD69GkXoygUCo7p5vN55HI5t3u71+sdOHpdWiCVSsVdkCQ3G0oLRbtRpHstn8+72wA5HhQgjUYD5XIZ6+vruHHjBmq1Gq5fv+4EiHTRcewuX76M1dVVPP3000MWUbFYxObmJgDg/PnzGAwGWFlZwdbWlgvoc18I+3LUoJm99pRE0Y71vwyK+9zpIThWofGP//E/xmc+8xksLi66Zz//8z/v/v7ABz6A06dP40d+5Edw+fJlXLx40aznhRdewPPPP+/+r9frWFpaGioTCu5YjNrHKK33Pm08ihkehula1kxUfUmYmU8oJsF7FAacZEyOwwUXAvY9TrtxaEDXPSpOg8Fg6IIhti9/yAQpKCSeuowOEtOC2dzcxBtvvIGVlRWsr6+j3W5jf3/fxShoZYyPjzuhQYuAlgpwz6KRfbYyueLsVfAB+yTrkfEIWgv0YOzs7AwFsGXMg1lTq6urKJfL7rIoCuxUKuWC7lKo8b4Q7hvR+IX+T9pX3/j4PCgW39CKqRYYcefg2ITGtWvX8OUvfzloQQDAc889BwC4dOmSV2jkcjl3GbwFoc7Lo0UI2g2lzTYAQ8SsXVOjSPpQTveomvUodYQI0CegRsFZj3eI6EPtHCX4rLujrjcJRAlp0ib3KUgalBq8PqVW0r0UKFKb554Knlt1/fp1fPnLX3bae7FYRKFQwMLCAiqVCsrlsstWKpfLjvm32210Oh0Ad4VDpVJxm+MoSHT2lIxvyKNOQu5C7fKSfcnlci5gns1m0Wg0UCgU0Gg0sLCw4AThG2+8gW636/aKUGgwSD47O4uJiQnXHoVGuVweir2kUilsbm6iUqmg3+8PuQGPYi0epixB05YcX4KMecSFYxMav/Vbv4W5uTn8lb/yV4LlXnnlFQDA6dOnE7dBwgH8lkYcH32UD9v62/pf1y8XuL6QyCKCuMQ2yndJNeM4dcWFKKtv1HqtduKOxWH90Efhx9bKi1U//+bRIPqYcik09MmzOtVWtkshtL6+jlqthm9961u4c+eOC55ns1l3/hM36JFxsl4A6PV6AOA282nGLy0S0j8zkJg9xWNBpGCjCy2bzWJyctLhIgPscpzkSbalUsnFQdrtNiYnJ13a7sbGBjY3N4dipKyPV+LevHkTExMTrk1aZOl02h23TkHLwyFlbEPSRVwlbZR1edi1nMSylnAsQmN/fx+/9Vu/hZ/92Z8dMtsuX76ML33pS/jxH/9xzMzM4NVXX8UXvvAFfPKTn8QzzzyTuB1pevtMLN+gRLl/LAtDfhfCieWl4PDhlqSfIYia9Dht+9q4326iuHCUgvA48YgjzKLqkOmpBJkuK2MH/F9aFjL7iPdKMENqfX0d3/ve99xx47QwaFmUSiUUi8UhF428p5vt8TDA3d3dA1YBr4wFgHa77e63YDYUyzE2QI1ebgwsFAqmm0taHcA9z8T4+Di63a77v1Ao4NSpU9jf38fW1pYbU7r/dnd30Ww2sb6+7gLiMmVYnpzL87YYiGc92gUUNeeaB1m0o2lEfntUEIfHEI5FaHz5y1/G9evX8Tf/5t8cep7NZvHlL38Zv/7rv45ms4mlpSV89rOfxS/90i+N1A4nT3eWl8AAtplruYriWiaDgf9kSuk2kHUkcftY7zQRHiXB+JhV0jaTmtrHAQ+63jjux7jjJJmPtCTopk2lUkMMU2ZKSSEyNjaGXq/n0kUbjQauXLmCjY0N3LlzxwWr+/0+pqamsLS05AQCLY6JiQnk83kUi0Xnuup2u8hkMiiVSmi1Wi4NmGurXq9ja2sL6+vr7v5vunrYl8XFRXefOJkud2pfuXLFua0YL6FAyWazuHDhAi5evIjz58+jUqlgamrKpctKl1Uul0OlUsHCwgL6/T7Onj2L7e1t3LhxA5ubm7hz5w7eeOMNrK+vO7zq9TpWVlZQLBbxoQ99COVyGYPBwO1Q397eHtoz02w2USwWD7iv49JU0rWjeZSPV+h6SSuS18nNoXHhWITGX/7Lf9kchKWlJfzRH/3RcTR5YBL05EVNSsgNdRg8LK1jVNfUUQmLkOUVB3yumTh1WP1M4ko8DreWrifE+Ed1S1lWa5xyUtGxrAkpIKSPn3VwQ1qz2XT7Lm7fvu2OxpDnQVEwkInzwD8GvyWTkZlZ1NSZ1cXU1M3NTbRaLXQ6HayvrzshQEtmbGzMWRL1eh31eh3lctnFGyjsqI3LDY1se29vD9VqFZ1OB+VyGZOTk0O7xOW+j8FggLm5OZTLZaRSKZdyfPXqVWc9UeFkv2TarbbYZCabj2YsD4iPR8R1k1sQUvKSCLM4cKLPngIwlKVBKSoXlw70HHbwfN/Oz+9jZeXRBPUkfy9pKm4XouRA6P1xfBvnm8PgJGF+Pr4GFaKJuO6G4wDSqwwg85m8mpX4Md7AzW7r6+vuUqGrV6+6ndzT09N48sknXf92dnbcOUyMJ3AvRqlUcsdodDodZxGQsZOJbm9vo9Vq4c6dO04IPPHEE6hWq7h+/bpjsoVCAbOzs3j/+9/vNhi+8soreOedd3D27FmUy2U88cQT2Nrawo0bN3DmzBlUKhVcu3YN9Xody8vLePvtt3Ht2jVMTk6iXC7j4sWLWFpawlNPPYXFxcWhQLf0DFQqFedqm5mZwdTUFK5du4Zms+nuM5c8ggKUwo37Q6TAkGnNxzH/UR6JkFKVRJjFhRMvNCj5tckV5W7hM37jKxt3UDMZYHExmZn3EN6dYC3U44ybhKwntiuzdqR1QZcKmQeP+97Z2cHW1ha+973vudTQUqnkgrv8m5YD62RAmzEAuoQGg7sZXNzHAGDo8ERaM61WC1tbW25zXavVQiqVwpkzZ5zbh1YKcR4bG0O1WsWZM2cwPT2NXC6Ha9euYXt7G/V6HQsLC8jlcnjkkUewtbXlro6VlyWl02ns7Oxge3sbH//4x3H+/HkUi0VkMpkDexsYm5iYmMBgMMD58+fR7/dx7do1t5F4d3cXwN3DDrmJsdfrDZ1XZaUOW/No0Y7mR3Fd1Un3gvisd/k8qQfjRAsN6aPTwWcNIbdCyIUUEjYAsLWVA9DFQ3j3wtZWDtPTyd1JcRZylIvusFattDR00FfGLeguYYB5Y2MDy8vLeO2111wWEk+crVQq7ggQ7nxmEJvHenBPBgUSmTQzqHhEOmMX29vbzhrZ3t52cYhWq4WxsTF3jwVPm+XJutwzUa1WcfbsWczMzGBvbw+3bt3Czs4Oms2mOwp9cXERlUoFly9fdm6v3d1d52pbXV3FjRs3sLi46IQPgCFrjD8M6GezWZw/fx77+/vuAqlms+mEabPZRD6fR7VadYFyecWtPD3YN9c+BTYq/hUFIWEUok+LxqIC8hJOtNDw5XUD93Ks+Y7vpY8yBHIQLWnMv8vlN9Dr+SU6wXKLhXz5NH35XWifh/xWBrXixHXup9sljhkdinmM+v7/fzTQyLge5rvDura0kJAWBuvnmUs8crxer7sLmS5cuDB0D7g8ykMeeAjctWZ4pwX3JEgLY3Z2Fun03Tu2eWhhrVbD1tYWms0mnnvuOfR6PdRqNTSbTZfS2263MTs7i6mpKZw7d87dV0GNPpW6e5Xr7Owsstmsc4Pt7u5if38fGxsbGB8fx6lTpzA5OYkPfvCDePvtt/HOO+8AuMsHuHO92+3iO9/5DprNJh5//HFUq1UsLCwcsAgoiDOZDM6ePetOtl1ZWXGZZLTYstksZmdnncuP4zk7O4vp6WknXJPSRxxvxih0mOQbzv/3laVhMRufuR/FcEPfj4IbMLxfw4JRXGH6u/sFowaB49bLv4+zX1HaYFJT3aoj6bsQEF8KCqk9M57Ao8vlCbidTsfdnEetWF79qvGixVIoFNyxIDIdld/JwDaP7eChgcwy4gF+dBtlMhnHWOfm5lxMQF6sRCZuzQ+PNefBgzMzM7h586bT+Ll/gq61ra0tXLt2DePj45iamsJgMEChUHAuKX1oIq9y5c19W1tbyGQy2NnZcdYF4zVM/WVMpFqtDmVsheY8Dg2E1pgMmiepM6qtpHCihQYwvOOb1oVPow4FgLTQ0Zq7L5ge1xURYobS52rh7CNGi8CsXZ9HAUdZ54MKKj8oOAprg2chnT171t0k984776DRaACAS0k9c+YMzpw542IG3EU+GAzcMeJ6ox8Aty+D1gQA1Go1x9j7/T56vR5ee+01rKys4NatW47hc/Pc2toaJicn8Vf+yl/Bq6++iq9//ev4wAc+gPn5eZw/fx6p1N39Gi+99BIuX76M+fl5AMDk5KQ7O4pWSLVadTh3Oh3U63V0Oh13Oi/3bNB19EM/9EMuTvMnf/In+Df/5t/ga1/7GrLZLMrlMh555BEsLS3hx37sx9wFSuz7wsICTp06hbNnz6Jer+Ppp5/GjRs3cOfOHfz5n/85VldX8dprrzmX2+nTp7G0tIRPfvKTmJqactlYofkL8ZuktBD1PIkVPwqceKEh/XFR8Qz+HTWBcpFbUj30LEpw6P+TMJQkmkqS5z7NRfYprtDwCdHQ96FFFXKpRdUZVeYwoPvmUyR02SSg54Zt7O7uuvTTVGr4oE6WYcyAO7Yl3cv0UrbB4Hc2m3XZUMwcGh8fR7vddrupt7a23JlLwD1XKjcNsh5mY+3t7TkX22AwcK4yHmGSTqfRbrextraGQqHgDjXc3d1FrVY74HcnzjINlntYGNxnqm4mk0Gv13NXuu7s7DihwzGlAMnlciiXyzh16hS63a7rF4PjHOdisYhKpeJceD5eEXfeNd3E8Uro7+6n5+FECw0ShdwcNBgMvKai1NDjMPk44JPwo7ahCSjKkjkKQgkRXBLBcRgGnaQfxyUIkrYfB2dNA3EtUwvIgLlZbjC4e86S3OCqGay8U4Jtc83s7u4OuaW445snwtKSKJVKLnV3dXUVm5ub7qypdDrtBAxjFNzRzcMDpYAbDAZu13m73XZ7Rer1Ot555x1MT0+jUqlgdnYWvV4Py8vLB45IkamuMrU+nU47txqZPPEDgFarhY2NDedSktYGcaZVR1cYhaGcc95KKM/5okAMCY4k9OKjmbiu7iiQ/CXpejrRQkMGteRgWdcw+pixFVPQDDL0jSxjPdd1xdUqQkz6MH53H/gIjs+TtndcWk+chXG/NK44uByVBkhGeOvWLbfXQh5doTf1cR+BBAa2qWQBQKlUchlV1L53d3fRarXcDnOms169ehXtdtsxVuCe64w7qRlcptbOY8tZj7zLg5YQM7E6nQ5u3LjhmDLjDJVKxZ2yOxgMcPv2bZehRQui0Wggn88fOBqEwooxkW9961vY2NjAc8895zYZko9QgA4Gd+8tT6VSePTRR5HJZHDjxg03Zs1mE7VaDbVaDQBcEN0SHEnB4keHgSjPC2knya7wEy00QqZaHDdUCHwCRL8PfRcFrHsUIhtF2ESB5T6Lqi+uGykpvtpSi4NDHJCupJBQZtkQjOqO8NVhgVRUer2eO8JCKzCsRzNM2Q6ZWr/fBwAXE6DgoDuJ8Qt5qVKr1cLm5uaQK0z3odlsolAoOEGSy+XcGVfSNSYPUJR3hezt7WFjYwPdbhcXL15EsVgcOh6E1tHm5qYTApzHVqvlsq04LnzP/u7v7+Pq1avY39/HY4895nZ/c+8Jx1HeeLiwsOAubWJsp91uY2dnB7VaDZlMxu1iZ/+ieEdonuWcyvE9DP2HeFJSSwg44UKDQAImwWhz3DcwIa1f/i33gvgg5FbylY8SakflQvO1p+uO6t+DcgslbTcuA4+zGKMEy3EDabnVaqHRaDiXEUFqx9yrwR+6aqUbpt/vO+399OnTqFarLrOo1+thY2MDANwO6Ha7jbfeestdZGS5NXZ2doY2vtVqNXc2FRm8vABpZ2cHGxsbeOyxxzAxMYF6ve7u7djY2MDa2hq2t7dRLBZRrVaxurqKW7du4a233nKCg/Uxu2l1ddVZIqlUym3qI5Dhv/nmm7h58yYuX76MpaUlvO9978NHP/pRnD59eshioxD9d/6dfwePP/445ubmcO3aNbz11lu4ceMGVlZWsLq6isXFRXzwgx/EmTNnMDMz4zYUEnxrWkIc+pYuR86rr5z8bQkj7ar34eWD94TQIMT19VmupZD2GWLu1rujYK4hV9Fh6kyCWxyCD303qoVyFDAKs0/av1G+jVu3ZBDcZMbgLt9rS0yW53O58UyeG8UzpRi0JhPiRrpMJuMyl1ZXV4fiEhJPedothZV0m/Gd7B8ZPwPnZPL6lsHBYOCyqphSzP5ri4JxmMHgbqxDblyU48mLpdhmsVjE+9///gPjyfGYnJzEYHD3zCoG0Xm67cbGBrLZLFZWVoZcaARdp57nw9C+tjB13bKc/k637/PM+OA9ITR0h/XhYvI9B1pKau3js+r3vY+yGKKY1IPS3i2Q+NwvTfpBQpJ5v99AZkhmvLKygna7PVRGKjo640neBc610O12kUqlMDEx4c5gyuVyB4LMPLJka2sLm5ubePPNN53QoLUA3BMYEg9JPzqbS3oEer0eVlZWsL+/j8cff9wFpovFItLpNM6fP496vY5r1665fScUCtZYyc2ATB+Whx0SH5bJZDK4ffs2ms0mPv7xjw/1Q+I/NTWF8fFxLC0tOVfb5cuX3QZKWiWMj1Sr1UPPfciVGwcsa9DHk3zuzBCcaKGh4xf6qAASqdS+NKPQ5pt+l8SvH4I4TCnKxXVcjFy2m7SN+81Yj1uYPWhBLudeWhiaqQEHM9uo0Uv6l776fD7vGD1TYnVsggKErqrV1VW3qc26Rpa4El95QCCPCBkbG3MxC1oQ+/v77vA/1pdOp9095DytNp1Ou411Mo12Z2cHOzs7ri7pjpPxDO3GkfyCx5tTAFSr1QN9pOCdnp5Go9HA9vY2rl275lKZmZG1urqKUqmE+fn5oayuw3oHLAhZ6Um9A5KG4uJ5ooUGQVsRWmOQv2U5/dyqU34T1/cYqifOd9p0DNUv24nCMQ4uR2lpaKZi1XsUZrpVb9zv4sJxudNCTGUwuBvgrdfrBxgicdJaI3AvxiePGwHgbpfr9XpOaGiFgfERCo2NjQ10Oh2nncujyTWuMluJ+GihIeODTNHlmKbTaSwsLGBiYsJlX1UqFWxubroDEYG7BwXSSmDbUmBJoaFdNVIZZHyIQqNcLg8pntLVNTU15XaG8/6RVCqFTqeDzc1NrK6uolgsotvtuowuwii0eVQuUM1LLDrWPDMKTrTQ0JoW/9ZCwWJMXITWNwAOmGragvH5AEdlRqO+T1ouLhyHhnSS6j1K4TAK06Dfn9qtZHZ0N8nyWqOmi4mCQtIrL1WSLiTeosdYRrvdxq1bt7C8vAwAjvmznNxpThcaDzVk7KFcLrsgt8SVeMg4SC6Xw9TUlFtb1PrT6TROnTrlTp2V+0Fu3bo1lOHFcaBrTrrPpNdgf38fOzs7LlX4tddeQ7fbxY/8yI+gUqm4o1qAe4kGpVIJMzMz6Ha7zoXGOWq1Wrh16xZ2d3fxkY98ZCgY/m5wT1sWz2GsoBMtNHyQdHBCUjakMSTVPjWRxBUY7+U4Q9JFc1xC5zCQ1CUQVZauE6aRMjjNd5ZrSCtN8n5wGdeT72QdtARSqZQ7qI+b5YrFIrLZLAqFAra2ttzZUVpzla4iusNSqdTQBU3y4ibpImKdjNu0Wi0nNCiomBLM4zxkn3UfpULIwD+tKGA4ZXhrawvLy8tYX1/H/v4+pqenD1yly8SBarXqYkKNRsPh02g0MDY25jLTuF/lKIWCj/bjrAntWZFWVxIrAzjhQsOKUwD2IpbPfEFwCXqzlK9uPhtVcIRwHoXgQt8lEVrH7e45TggJ87hC5yi1wLhtSs19e3sbly5dGrrGlQyZGVF0B1Hz7/f7yGazbp+B3jEt+6aPVG80GhgM7h7xcevWLVy9ehUf/ehHkUql8O1vfxvz8/N47LHH8G/+zb/BtWvX3E18MuuJY9br9dypuDdv3nRMNZ/PY2JiYuiCpGazie985zsu6F4ul52A6na72N7edkKOl0GtrKy4bCmOBQ9A5H3j8jTfcrmMCxcu4OzZs7h9+zb29vYwMzODra0td2HUO++8g//3//1/cf78eXziE59AuVx2FgVw997xmZkZVCoVfPSjH8XExAReeukld8TI5uamS09ut9t43/ve5+7hsOY/irZ8rqQowaFdcJzvKNDWawhOtNAgWAvcmiRJ2L5vrIHW1kpowuMwmzjM2mLuPldbEoj6Pqnw8rn+jkIIxhGuSeEovj8O15VmDGSqeiGHtEIKAivATa2XloY+aofWQK/Xcxc43b5922VL0dUlL4OS17XKHx6iKPeMcOMf78cAMCRw6Nrq9XrORcXTcZkZxSNCpAUgYzO0kvhtOp1GPp/H6dOnMTU1NVTX9PS0Owa+1Wo5N1g+n8fKyoqzlKSbia4v7lgvlUoA4GI+/X4fW1tbqFQq7oRf7haPQ8vWmo/ia6E6o8omrZtwooWGXBgyzkAC8jFgWU6DNuP0c1kHQbsGLIir3eo6fbjEYVwWPlFaTxLtxCJQqy7fN/yf5ay24whgn0VxP+CoXGWa8dI/r/sn79GQOEiBkc1mhxQMrUVSc5f4y6PKa7Ua1tfX0e123SmxLMs4AAAXIOZ3POSPhwwOBgP3jhYDLQhgOO5CNxYtIu4dqVQq7ugUKagI8v7yVCo1dEkSrZMLFy6gXC4jl8uhVquh1Wphbm4Oc3NzWFxcxKVLl9DtdvHYY48BAK5du4ZCoeBiLPp8q4mJCXcs+mAwGBIa6+vrKBQK7vIpueFwFJqwQK81i2clWUNJ4UQLDQlSK5ObiwhakFhgMf8ohhRiePqbJIQTEgwht8thCCSOGWy1mbTuJO+Pw003Coy68IlLVN3AcM68FBoWU5BppgCcVkvN3XI1SOuCmjrjA+Pj4+4wRG68q9VqzjfPlFu6mB5//HF3XwfjLltbW+j1erh8+bJzm9XrdfT7fbzxxhvI5/Mol8vY3NzE2NgYKpUKJiYmMD8/j0ajgVQq5e78pksOgHNXLS0tYXx8HK1WCzdu3MDNmzddRtb4+DjW19fxjW98w53CyxN6p6amAMBlS/X7fXeiLgBsbm5ibW0NX/3qV53LbmJiAtPT05icnByKj0ihwV3km5ubLj6zsbHh7vQYGxtDuVw2L2iK4204Coi77qQ7KwreM0ID8HdcCwufpI6qO27Z45Tyo0JcPJL006rX52+NCyGLLs43UbhpN2USXOW3o4Jl5Um6lYFe6xtqvPKoHOmu0YJGfq8FEMdAbtpjrEBaHp1OxzFnMvDp6Wn3N8sBd8+funnzphM8xJHXvFIIMebAOmgtMGCtA9vj4+OoVqvuCPe1tTUAGNpR3mg03BlR0o1FQSDHuNVqOYuH95pfunQJuVwO+XweGxsbqNVqQ0yf9RUKBVQqFUxPTzuLgokEvASLKbyMMyWlDcmjkvKcw5SJA+8JoSHNeeCgUJCLUk5CUm1efy/b0n9rGGXCfC4yC+84fXpQEAenUBntwkrqqx21jGz/fsBgMHCaOpkwGZUUIqRnZgNZsQpLeLA+BskBuOBxPp9Ho9HA9evX3aGB1J5XVlbclah0yZw7d85p/Nvb2+h0Ovjwhz8M4K7baWVlBbdv3x7qF/tB4cYrYyuVikvTvXbtGlKplBMGjCPk83mMjY258eHhiTzxl+MjN/WNjY2h3W7j7bffxunTpzEzM+OC6cSLQrrT6eD27dvI5/OYnJzEN7/5TVy7dg0/8zM/49xhFE6zs7NuT8bExATW19fdXhKmGH/ta1/D008/jWw2i4WFBRSLxaE5iAvHvZ6lIhUX3hNCI66myWchbdZXV1LGZdVnaZlJ69DfWXgkZXJxLa844+Sr935qQkcFcVyZvnL6vc/dKS0NunTo7omTzcJ6tbCwcCMD9mUG9vt91Ot1F5ugVcM9GLQUqO2TsZPp0kqoVCrY2to64LqV/QXg4iDSkqFFwPblrnadtgvcc+n5DijlJsVCoeBOy+UZUZlMxrUtT/flJVe0IPSc8QRfuteq1aoL/nMs6vU6Go2Gc5NZ86GfxVGsQv9rsGjN4n1JBceJFhpcjJY0TqpJagskVE6DZhCj+uDjwHFrHdbfx93uccG70eqygEySWr/cA+FjMpJWZbCWQkEeKcLfdA3J86P4HfdIrK6uutNqZWYT6+BdGPJsq/39fXfUydjYGKamprC2tnbgNF7iLTcUttttF/fI5XLOpSXLk9nzwiYe6bGxsXHg6BR9Flar1cK1a9fQ6XTcybny3K2tra0hy4ObB5vNpkvl1QyVY1itVjE7O4uzZ89ie3t7qC5aHVtbWzhz5syhaOMoweeyTQInWmgAtnmlFxUQndVj1ev7Tp5pJXHQ38Zty/pOfnuYIGxIyMWxUnx91OUPS9xxYykhrd1XPglELaKk45kEWq2WY1YAhjRqyeTZphwHqYFLxmxtMJP4MjZCvz9TYnVmIoEMkzvCeYmRvFBJ78rWYyOPG+n3+1hdXUW1WsUTTzzhzrri4YoMZBeLRaytrbn03Xa77VxEcvOgTIZh/xiQ39vbc/eDM62Yu+7lOPIbChFmY0lgOm+pVHLpvBxDuZt/Y2PDHZUiaeswtJLUMtEWn89i+b6wNHwgLRALfPGAEMSZoFB7R+V6Oaz2fJhv323uoziQdJGG4iqh9z5I4kJot9tuzwBwUEBQCAD3mKKsQ7ui9DqwFAIySTLYdrvtXEOyD6Q7CgQGm7mXge4d6VaSDFwC/6f7Z3NzE7Ozszh37tzQ5U/chzE5OYlisYirV6+6gwtp5ch7yn1Mcn//7g2AnU4H09PTGAwGaDabTnBw3wjLUmDIY9915hmtLlouFBp05VG4bW5uDt3THuXK1BCH7pK6jbVX5fsqphF1lC8HJK7riaAH8UG4OEKEcFLcLknguPt0lIL7qIH95plPwL34gw7wkrlLQaLvzNB+fyk8yNAZ5GZbLCu1dslQ5PEgqVQK9Xod6XQaxWJxKPMJANbW1txR6taR2xQoZPSZTAatVgvr6+tIpe4e3X7x4kVnrWxvbzv3Dy0Q1iM3MnJ3u97fkkqlMDs7i6mpKdRqNRe3kAJOzgOtJrrPGK8hEOdsNotisYjZ2VnMzMxgenoay8vLGAwGGB8fd5lkrVbLufsOQx+j0HDIO6DrjgsnWmiEII7r5TiY8WGtgCihdlSukLggxySOP/Qwmv0ofdLtHZW7zGpHatwS4tBaqF4yZHmvt2TyPqtCu6IsXC2LQSpTwMFjdaSixe95FAiPM9/c3HSb53i0SaPRQDqddhvodIDa6jfxp0uH5zbNzs66flGQyStf+Z10f8nYjrTMcrkcJiYmMDs7C+Buxpg8Jn5nZwfdbvfAONOt1Wg03AZHOY4UWrQ2qtUq1tbWnKCki4pWWRKhkdRFGqesZWmOAu9ZoUGIYsKW4BjVXRWH6ccFzazfLe6tdyu8my0JH5Ax8VY6+udloBq4p9nyG8YVNEjLQN/pwI1ufE4akHEH6ZKhK4oMnZcxtVottFotvP766849Rab58ssvo9vtYmtra+hcLODuBj3+TwtHun2YBPCxj30Ms7OzQ5bKqVOn0O/3MT4+jtXVVbz55pvuQiTWL0+jJZPmnoupqSlcvHgRFy5cGBKazN76kz/5E9y6dcv1Vx4P/93vfhfNZhOzs7NuXqRVVygUMDs7i0cffRSpVAq3b9/Gzs4O6vW627/Sbrexu7s7tN/juMCKdbFN6/kocOKFhpXOZg2KJXGjLA/9nS4bd+BH8RuOCj7NwtLALZwOq/nHhTh+3KhnIQiNeZx5G2Uc4lg5Ft30+310Op0DC57l9YLXbUgNVsZDdFtWXTpGIpmq1OK3t7dx5coVt2mPFyLJQxS5m1wemy5daDJeIPFJp+/ekPfII4+4k3HlmVbccMhjR+R+LJahiw7AkEBlbOHOnTtDsQtaML1ez93LoRXGwWCAnZ0dZy3QZajnc2xsDNlsFvl8fsjVJYWkzMJKyguiyidVBDWflD9x4MQLDW1m+zp+P9w61uIeFfRiH6W+oxRU99M6CQkzixHeD0tsVOszCpjWyXx+TcO0GrTlqZm8pD0yYq1pWv2Qx4/remh1AHeP2uCGOsZDUqmUOyGXm+Qs1x13knOXOfGSWVbz8/N4+umnXZ3ymloKIp6tJbPECPLoeJ5bJc/SajabuHr1qpllFXKf0Wpg+/LMLvaN8Q0KDVoh8gRiBsOTguVt0IItBFGK8ShWR7yzcAX88R//MX7iJ34Ci4uLSKVS+N3f/d0DSPzdv/t33bWNn/70p/H2228Pldnc3MTP/MzPYGJiApOTk/hbf+tvubS3JCBNxdAzPvcNmLVBSH4XquP7Be53v7VFFFXupLvcNBPVriUyUGqt0gqwrGprPHyZQTy2hExdu3xyuRyq1SoWFxexuLjobtejNcC6iKPUtvmed2bwufQQ7O/vuw1x3NhYq9WwtraGGzdu4OrVq7h69SqazabT+HX98kRdjs/4+LhLi02l7t6yxwucpAVAps8Tc+X4M8uKd5RLkAJR34QokxPkJVVJvBNaEYiCkAAIuc3jbCKVkFhoNJtNPPvss/iN3/gN8/3f//t/H//gH/wD/KN/9I/w8ssvo1Qq4Ud/9EcdwQDAz/zMz+D111/HH/zBH+D3fu/38Md//Mf4+Z//+aSoALDTay3mbpUDhplOnAlN4qqw3ENRMMrEj1LGJwB97pCjhqMQwD4NMU7bccoch5Lgw1m6ciw3ieVSCNXrEyTyW8nwJQMG7vafKaUTExMolUoufsFrWCuVCkqlksss8jE5eZ6WRV+DwQDtdhu1Ws3d/d1oNNwVr+12G91u1wkxHikS6p8UwoxF0B3H/1mX7FOpVHICgLENxk+s3eFsQx4Zr9183GluHaSqx03DYWkw6vskQomQ2D31mc98Bp/5zGfMd4PBAL/+67+OX/qlX8J/8B/8BwCA//1//98xPz+P3/3d38VP/uRP4o033sDv//7v45vf/CY++tGPAgD+1//1f8WP//iP43/6n/4nLC4uHqiXF50Q6vW62b6cJABDpqTPhRHFHC2N9zhcIUfpYnmvQchldD/cjhKOQ4hyFzLrl0IEgOlqklYIN/DJXdxMTZXnU/FvyzIH4JgoXWLPPvssZmZmcPbsWbz55pv4xje+genpaVQqFXzsYx9DsVhEqVTC1772Nbz++uuubga4uZ9DtkWcALhssUwmg7fffhu3bt1yx5ScPXsWc3NzuHDhAs6cOYNMJoN6vY56vY6pqSncvHkTt27dcnXr5AHpWuNGvGKxiEcffdTdMT4/P48LFy44XIvFIhqNBq5cueIY/NTUFMrlMu7cuYPBYODuEZdjx9TbSqXiXGO04nhU/ObmJmZmZsy4SBKw6Pwwa0DTVBw40pjGlStXsLy8jE9/+tPuWbVaxXPPPYeXXnoJP/mTP4mXXnoJk5OTTmAAwKc//Wmk02m8/PLL+A//w//wQL0vvvgivvjFL3rb9XXW5wfU37FclLam6/UxM6u8hUNcBhTy8ROiJjwk/I46JhAHkjJfy2qT83a/hYeEpOOn50JbGhJCFqulcOi6ZWYUv9d/+xhHoVBwFgaPR2cgnIKBjNKyZKx+W+8oNAeDgbvSNZfLuVsI6bLj3RSnTp1y7VNBtDKTZDYUmfXi4qITrLxIiUeK0KoC7iXY8AY/xlgYkJeCg8LDirWwf0ndU3FgFEU3zjdRcKRCg5fQz8/PDz2fn59375aXlzE3NzeMxNiY2xhjwQsvvIDnn3/e/V+v17G0tOTtqD6QzVqIvu8kaI3PV99RwKhMJykcBdEAD4Y5Hyfcr3m1FnTIPSU1aLpcNPO1BAJBnhbLeqQGLv8n8H+mrMoNetyotrq6ilQq5TwDLCPb1+tG4833ehd5Op3G6dOnUa1WHaPe3d3F+Pi4E1KnTp3CY489NuRO4w+ZNzf6yUupJicnHd60BObm5lCtVt39GkzNBeAEBIVCq9Vy1oZszzqWnn/LuFHUhmQfv4pLn1EKqlZAQkLeBycie4qnalpgmfM+f25cE+xBaK1xiOIotJS41pHvW9+zUYXOUWpexzlfo+JpuYN8fnHZjh4fadn6rEyLKWtFSDNXulHIHKXrZHd3F51OB6VSaegk2HQ6jWaz6QRIKnV3NzitBd1f6UqTmxelIOMNgWTyckd7u91Gv9/H9PS0e59Op4eOEUmlhu8Z0WNDgUbXNgUR95UwO4p4Mc2XwmB8fBzT09OYm5vzrgPJX+Rc0DqL44qO+zyKHpN4QOQmyThwpEJjYWEBALCysoLTp0+75ysrK/jgBz/oyqyurg59x/Nn+H1SSDqAIQGTFDQTOKzGauEV11JK0oZVv28sDiNokuIyah3678Mw+fsJ0rWhT6YlPkmVHQn6iAzdrmyDeJDBMpaoA+U8EVfuopbCxudOI2O3LJDx8XHnfiLzZjluwhsMBkP3iktcqdHzlFxmiRFn/jAhh4Kh1Wphe3vbpQtzBzmFIq2MQqGAXC5nHs8i+8cfyYRpaSSZt1HLxl1Ph1GMj1RoPProo1hYWMBXvvIVJyTq9Tpefvll/Ff/1X8FAPjEJz6BWq2GP/3TP8VHPvIRAMAf/uEfYn9/H88991yi9uTkyYGivxOAI4a4t2eNCg/Spz4qHJdL5iGEwbewORfybCgGuaWLRGvT1tEjmqGxTqbG8tn4+Lhj1LwjgseFXL9+3e2GTqVSzs0j90DIflArBw5aPRQWhULhAP7A3WSXnZ0dl93EjCTiRNcR02Rv3bqF27dvD8UK6G5qtVoHjjuX3oZMJuPcXNlsFhsbG24cy+Uyzp49OzS2qVTKxVi061vXK48ykW4yZk/JGNNxrr2kylMSXBILjUajgUuXLrn/r1y5gldeeQXT09M4d+4c/s7f+Tv4H//H/xGPP/44Hn30UfzyL/8yFhcX8Vf/6l8FADz11FP4sR/7Mfzcz/0c/tE/+kfo9Xr4/Oc/j5/8yZ80M6eiIOnAc7KkBhcyG7VVohdjnEkJmZz3W7M9bggJz1EEa2iMrHdxA39HCUfVH8mEdLzD16ZlhWqhYVkqfCbjCNL1w70V2WwWzWbTbf4jSA2fwkjjZrnhxsfHh4SN/E1lb39/H1tbW07AkQFTY6/ValhdXcXKyopLg5XWRKvVcgFy1qtx4A51AOh0Oq6efr+PyclJ5PN5ZLNZZ7m0223TWtBzxv5Ii+QoQLsp9bOQZ0LXcVhILDS+9a1v4Yd/+Ifd/wxQ/+zP/ix++7d/G//df/ffodls4ud//udRq9XwQz/0Q/j93/99d2UiAPzO7/wOPv/5z+NHfuRHkE6n8dnPfhb/4B/8g8TI+5iQXDQys8Mq66sz6pkGnwvhvSgY3otwP7Q+65lmmtISoJtDlyFYG1ul20laLtaPDOAyy6hQKLhLkei2uXTpktsNLtvmD/dhyPu6JR4AnOVAF5S2juTO6n6/j69+9auYmprCuXPncP78eczMzGB3dxfr6+v42te+hnq9jp2dHVe/ZqBS2ZNtjI2NuX4y+4p3eORyOXS7XZfyOzk56a6+XV1dRT6fx6OPPjqUPSXnRVo9UmjIvSF6bt4tkIRHJRYan/rUp4INpFIp/Oqv/ip+9Vd/1VtmenoaX/rSl5I27QWfxOU7TUQ+7VRC1KRGuRiS4B317CggruZ9v9xscfupNe24eI06jlHzGkX7UWV8cYfx8fEDZyPpbBz9vXWUiCyjGbfcra0ZKtcHd0SzHrrGstksCoWCCw4vLCygWq06LR0YPgOL2r/EbTAYOCtDH5dCwUOcer0e6vU6VlZWMDEx4fZCZDIZlMtlZ01IXKXVoxm3HMO9vT3s7Oy4lGK5n2t8fBwTExPIZDLujC2eiru3t4dOp+OSciw+IvtKQSldVhaMqlgm/U63b8WX4sCJyJ7ygU+D43Odo66Zz2EYtCWofO4tH65WnaFyR2W1+HCSdb8bYjSWayYk/I+qzeOoMzSOFBoysGzl/ev54f/Wibeybsk49f/84Vohk5O0xngHmXU6ncbi4iKKxaK76U/jKY8WYVv7+/tuEyMtFLZhndFEQTI9PY18Po9CoeCymLa3t4c2M+p1qF3J8m9uuEun05ienh7aC5LL5TA5OYmxsTF37Wu/30ehUHBCo1wue92HcjxTqZSrW1uEIQitS9/z0JqIclclXeMnWmj4QGeFHJbZ+iY8rtb+boa4wuww9R5m/OX8UUNNmiLow+vdAtpdQ5D95vhJDV0yQp22qy0UrYVLhsb1ks1mMTMzg42NDVe21Wrhe9/7HqrVKubm5lxgmKmqN2/exNraGoB7cQ7Lspe4SEuAcQTrHe+kWFtbQyqVwvz8PIrFIs6ePYtarYbbt28P0QW/Z9/l/g89vrQ29vb23PlU3OjHjCqeOZXJZNDpdJBKpVxasD67i64puqIkrfKgxQcFPqVFzk+S9Zn47Kl3KySJWxC0ALC+P04mE1X3UQqdOIRxFH31aXdR75LUe5Rl40Kc8Uu6+CRYY2P1w3pn/Q6NAZmIdpvIrCKW6/V62NraQqvVGhI0zWYTW1tbuH37NhqNRmwrVQvBKMuc943s7Ow4d1SlUkEulwu6e7TmzTYls+92uw53nh0FwPVtfX3dBcJpNclDCaUQlsJY/0i3oA+iPAyHpelRXa4WnGhLQxKg9pNKDQw4eO+GZZrHbVMvUmsBxJmIpL7v44Ao18lxQFIrRDOkUa2MBwFxxpYBYqlx011iMSPL3UprRbugpNYvT6JlXbwLgr76paUlXL9+fajt3d1dLC8vY2Njw9x/wDboJvPtSZBxDmkt0kKSd1bQHcQbAwFgY2MDk5OTmJiYcAyewoOavlyb2vIizqyXY9HpdJxFQNyYInv69GmXbUWrTF5kJcfZF9zXR44cBpJ+r3f/yzos91YceE8JDb2YQgMxKrOURGkxu6N0g+lYiaXNWd8maecoyvlAE2WSsYlTfhS31/0WktbcSSBz4y5oeUmRrCNE4z46JJOmkCBTkwFk7tPgPdhTU1OYmppymUPUtFlfqVRyJzRwTwTHk24a614N2V89/sRR+v5lvIOxjTt37qDb7aJQKLgDBplxppmjbF8H5GkxFAoFlMtld3Bis9kcOpZEMvt8Pm9mTdG91u120el0hgQhBbI+ZsSCw/ANH/O3XIQ+N1WSdXHihQZ/W9qX5WaSmpfFeA9rAh6HW4RwP5hdUgLywVHUcVyC4zDfjQKhsUilUu6eaQZdydylO0Wn3krcGRCW7WmhIU/ClfGPXC6HsbEx7OzsuHszzp07h/X1ddRqtaEjvZk1NTs7i/n5eXQ6HSwvLzuGeOfOHXekuSX4pPYvn/OKWwoiWjfSE9DtdvHaa69hbm4Os7Oz7h7xlZUVd0QHrQXtNmKf2W8Kx4WFBZw/fx4bGxvY2dnBW2+95fpLIcG5mJiYQLFYPHAWmHRzbW9vDwXAc7mc20kurRWLPuRv0kVSWrLAt57jKNY+ONFCA7C1MMD2p1uuJasuS3j4Bj0KN6vtpHAUZm1c0NaNFrbER5ePW29SiGLuPi1bu3JkfXHxkf0d1f8r2wy9lwFTGVSVNKm/4TvpbrLmSzJRKUz4XvrqC4UCpqensbi4iDfeeGPIjZXP57GwsIBTp07hzp07LiW2WCyiUChgaWkJ7XbbneVEd5kE+Uxu3KNWLi+EYhkKzUwmg263i5s3byKVSmFpaWno4ib2TVtr2h09NjaGarWKbDbr7hm30k/ZJoU6d8TzPeeAOEvByBgJ7+aQsZDDQhwrU0LIuogqZ8GJDoTrBeKTnvqdXmAatAA6LIzKWC3Bp9/FFShx+ntcmreldYYgLvFG1ePTzJO2fT8sEjIbCoqoslaGYEgRklaL/J/1UWDx2I7p6emh9Fu60KamplzKK6+A3d7eRqvVwuzsLObm5g7EVCQu2moCMOT7l640XTaVurt/g9las7Oz7shyWb9WJLVQpWuL933oe8vluBE3Wh4Wb5Ftcm4oCPkTZ4d41BxGfRdSbI9S6TzRlobUlHyafNIFH7JE4n4rg+9J2rcso1FxOSq4X26mo4RRTPvjcC1GgbRA5Q7t0KF4dL8A94KcOgAM3HOdSA2cLhIGg/v9vtOeeXxIOp1GqVTCzMwMpqenneuF+yQYz5iZmUG/38fy8jJ6vR7a7bZj4FFKmzxDi4y50+kMxU/Yr/39fXfXBU+lvXXrFiYnJ3Hq1Cm3wbBWq7m2OGYyMYDveD8G2282mxgfH3c3EFJYyfvIx8fHh45Ot/old5vzhxsi5VWwcbX+dzOcaKEB+DOXtHQO+fXk93G0AV8d1vtQfZZg0ObvcYBPGCXtu3x2FEQfNUdW21Hjb1k591M4WPNqldHMVtOmnjPpsyczkpvsKBjkYX1sg3ETqR1TGO3u7mJsbAyVSgWzs7NuVzSFULvdRrvdxuTkJAC4GwLT6bS7B9w3Z7Kf0tKRrh6r/wTizDgD79XgjvV2u+2C2b61Xa1W3VHvFKi879zS2Dk2TAAgnvJHHh8ij0OhsND3h/vG5jBK4ijrb9S1e6KFhuWukQtJM4ioSdEEE9f94XsXWggP0nq4H5C0f6MKnSRams+S0+9C3x0WLHxpWUjrgG4U0qR0JclNZQzyMoBLN4920xDIeHW8pFAooNPpYHV1FePj4zhz5gw+9rGP4fr161heXsbu7i62trbwzjvvoNls4qMf/aizUtbW1rC5uYlvf/vb2NzcdPEIjTe1dgozmb5LRgvAHWFOIcMTaymgeKNfPp/Hxz72MfT7fayvr+PKlSv49re/7Y42sc5/ev/73498Po9XX33VxUJmZ2dRLpcB3Fu3+/v7bh7y+TzOnj07VEYKjFarhU6ng16vh1Qq5SyxYrHobgOsVqtHfohhEjhKZek9ITSSaKf6uyi3lq9uKaR8WqHVrk+IPAj3CCFKCw715zjAGuOosnHhKC0jiUMSt5eFgywjrQ69z8jShHWMQqeNWkFwybgpeHgfBbXliYkJTE9PY3p62jFG3gu+trY2tHdhdnYWjz/+OLa2tjA+Po7t7W1sbW25fg4GA8foO53O0PUFxLHb7R5ImR0M7t7rQatABsZpBRBk6i37rg9olOnCMgCuU2SlMKWLSbbFcZRX4O7u7iKbzTq3GH+sRIUoCHkcRrVEQspyEjjxQiOuW0mXl8+kxhW33SjwuU2OitEexmoJlT+OOEocBj3KwrhffuA4tDGq0LcEiHWhkUU/8lsdNNYnzUpXkNwVLbOZaL1w49zExAQ6nQ5mZ2ddRlS5XEa5XMbKyopr5+zZsy4oXavV3BlaGxsbQ+40au3UyOUPLSy6cbTQADAUk+GalZYV+8S5kMF1/tBVJFOZOU60dorFosuqorVAYUKcpPDVQkNnYsUVFlFlRlWOLV5xmLVzooUGNQ+fuc8y+m+f20qXl+8Oy0SP0pKI66c/qS6wo8A7qRV3lJrYKECGSo1buln1IYNjY2NOGPT7fbepjExXWhdcH7I+uZeBGry8QnUwGAwdzPfEE09gc3MTa2trLqvqu9/9rrMMarUazpw5g9nZWZRKJbz//e/H3t4erl+/fsCa4N4PWhpSsKVSKUxNTWFsbAwrKyuO8ctd8cS7Vqvh5s2buHDhgkufbbVaTijRVScFwtjYmBsrbmoE4ALWMzMzQ++5L2VhYeHA/gxuOORlVLzlkNaI3JfBwPhJXY8aTrTQAPyS0ycUktQbN6YxKjHEdb0k1Q4sbfQ4IKkgtMbrqK0Fn/tPPgu5vUax4A4z/7JdmbFj7TWQv3V6rnSTak1d/i3bk4KE72TMIZ/Po1gsYmZmxmn8DAZvbW2h3W4jlbp7iN/Y2BiKxSLy+TwmJydRLBaH3DKsnwxd40G85e5p4J6rTsdnWq0WNjY2cO7cObfvolKpoFgsupiGFEryzCxaQvJMKTJ3ebghj2HnIYV6XLkDnlYSjybRLqk4Z0/FAd9aOQoekmQdnmihoQkKuJdqSAKU4HMR+ZhsHMHhqycpRLmMTpqW8m7H+X65tpIAA8Hc5KZTUDUD8jEmum0AOL89hRI1fhm/YCAdgNuZ3ul03BlP586dQyaTQaPRGIp98L7tK1euuN3gs7OzeOqpp4b2eGhrgiAFI3+vr6+7zYYsn8/nkclkUK/XXd94FtbCwgLGx8dx/vx5nD17Fu9///tx8+ZN1Ov1oTRi4vLnf/7nB8aWgfvNzU2XfUU3FWM62nuxv7+PnZ0dd6vhzs4Otre3XequTJ0+KqHxboETLTQAv4YlIY6v0MdEtFCKK1Si3hF32Y8k1s1xQchvallzD5r5+rTxw8R8dN3HFd/RtCSDsXQd6XOLJBOm68baEGi5Z+XVqMA9IcW00FQq5f7m8RiDwcCd9URBkclkMDc3h3q9jq2tLecio5tmfX0dmUwG58+fdxco6Uwwaurdbhdra2totVpoNptD1o8EefQJU1z39vZw9epV9Ho9TE1NIZfL4bHHHnOxFan1czyvXr2Kdrs9FDAnHjIewnmgBSPHk7Gfdrvt8OZ5W9IdJefOOj4kik5GteJHseSTtHWihQYJTA5wnKBTaEJC8Q75v/X9ccUtDmP9HBUkbTMUH0jSn1H7qgVzHMXBh89xW01sk4yFJ94yYKyFBv9n0JhnL7Euaraahui2abVa2N3dRSaTcRv8qCHzOtZUKuXOUiqVSkin02i1Wu6Mqve9731YW1tDo9FwuDJV9vLly8jn8/jIRz6Cxx57DNVqdcjy6Pf7TtBsbm7iG9/4Bm7fvo12u+3wlcFu4F5Krs7w+rM/+zNcv34dZ86cwczMDJ577jksLi6iVqu5VF0AjsFfu3bNBdaZAtzpdNBqtYbcUvl8HuVy2Z11JaHX66HT6TjrYmtrayhYn81m3XlTFCJ6w2ZS2vA9l2MEHKTV41BET7TQAOL77/U7S5sZpU0NcSYg6SQlJYTDaMi+b49CWD0Id1XIFWnBKAJjVKHiU3a0j12W5TMZHJcaLRUp+S2Bx42n02nk83lXXrqwWB/PS6JA4NlSt2/fRqvVcsJlYWHBCSMeVrizs+PSdbvd7tARHKnUvdN2Z2ZmUKvVcOvWLXffNy0ACrCpqSm3E71UKgGAu5hpfX0d+/t3L2q6fv06BoMBpqencenSJbzzzjvOAmNyQafTce4n+XPp0iXcunVr6FZBOeaS9ikYW63WkKUxGAyGgt+02hjvGUVg+OA41tH3TUxDQ1zGJv2o/CakGYckvawvidDyvY8KWMWtT9dxXAw7Lr4S5HiPKoiiLL7Dgs/CDJU/KoYgrQXLPap95NJvDwwfBS7TRMnUADh/P5mqjp3IG+hojczMzODatWvY2tpyccNSqYRU6u5NfrRg1tfXHQNuNBpDG/ekay2bzaLRaLh0XjkG3IU9Nzfn8Jmbm3NJAnSD0c21traGiYkJt9Hv5s2byGazQ+4kWjjAcDyFe05klpM+zoXjOhgMnJtOptoCGNq3wj4wHmPRRmgNhN7FdRPrNSIVk8OskRMtNHTHOaly45Asyx/f+TiW1aIFS8jnf9i+HJUb6kG5sHzwbsPn3QocI16KRIYNwGnN0nfuY25SYEhtW8YymKnFTCnuti4UCs71VS6Xsbu7i42NDXfC7fnz55HNZvH66687C4MZRJzn/f19d5ChxmdsbAyPP/44FhcXsbW1hc3NTRc7YZZTNpvFuXPnMDs7i/Pnz+PVV1/F7du3sbm5iZmZGTz99NNYXl4GcNdVtLOzgzfeeAP7+/s4deoU8vk8Tp8+7bKZcrmcs3ZeeeUV57qS1sPe3p5zJ+XzeSwuLmJpackdL0Lesbe35w5r3N7edjEeyS/Yl0Kh4Fxzxw1Ryq8Fo67JEy00LPANxHG5VkIC5aggjjZ91G1bBHjYNuK6zQ7jXouDQ1KfslWHVcZHY1pohlyA1MRTqdSQxUBmRAYnv9HuKkv50e4snc3EtFGrbgbJU6mUS79dXl5GvV7H5ubm0DlObIvCRD7jjmxmJt2+fRu1Wm3ovgtupltcXESxWHTxg1ar5Vxu6+vrQxcmMZNpdXUVV65cwcbGhgtOM1mA/ZycnEQ6ncby8vIBDZyWweTkJObn57G4uOj2c8jNgzzjSh4dIjPaKHiKxSLK5fKBu06suddg0UvS76z/k3zrgxMvNPSC1YGhUd09PteTZRHEdRUlcV8dRsgd1uVz2Ha11nMSrIy4lt4offHNveU+oLbNjB95LpXcUyEZLQPEVlqrdmvR104GSAHCTW08yVUy+6mpKXS7XTSbTTzxxBN49NFHMTc3hxs3buDrX/86arXagcujLIFIK2JmZgbz8/P4t//237q4BC2f+fl5nDp1Ch//+MextraGP//zP8fm5iba7bY7/+rWrVtDbiHgbqC70WjgypUr7tgRycAZnP7oRz+KwWCAP/zDPxyy2rLZLMrlMmZnZ/G+970Pzz77LB5//HG3A53ZV7wzfW1tzSUKyA2UFIi8qOr06dPI5XIH5v44lDyLV1nP5G/5fVw40UJDB6n4LPR3yLeon4W0w7hC6ChcTEk173eDOyjpokgaf3lQfRyl3TjKgkUvct71jXvAwXuf5REb8kwlbcHIb/k/ffnc5a2/oy+f2UGTk5Podru4ePEiLl++jFar5crpdUd3Fxk3tfVut+vcRHQtVyoVVKtV1+d2u41MJoNSqYRisYjx8XHk83lsbW0NCQ1uxJubm8OdO3fcO9ZDVxUTAAqFAlKpu+m28hjzqakpPProo5icnBwS2Ox/o9FAu9127kP5o3EpFAre022Pk3ZHVXbi4nSid5z4FrBegCT+kOCIC5pA4pS7X8ztKF1kPkLXi0RrM1EM8rhcTvcTQq7KqD5GCUff95ZbSrpFpIDQ8yRdWL7y/JtxCsn8KQwYrB4fH0elUsGpU6fcMR4WPrJdZmNJoaFv3BsM7t53Ua1WAdw7IoW7zaenp50GXy6Xh8aJjPr06dPI5/MHXEoUHLybQ975TYFWKpUwNTWF8+fPuz5JOpdCQwosK4mgXC6bFzdZQkbPV4jHRL33QZxvvi/cU5ZvWS4a+Uxu5olyFflcK3weJaxCOCZ557Mw7geTjBqjqDJxvpcwquUgF/VhBNJxCLMo8OFMRlYsFp3bR2bl8FsGyaVgkBaCZOLSr+8TXGSw/FbGPpjNRBcNA8QA8PbbbyObzbpd1uwD1x2ZdqFQwLlz5zAYDLC+vj6EP3/TTcX/ic/Y2JizdKamppDJZDA5OYkrV664lFdaEjqGIC0ZiRt/5/N5VKtVfOhDH8Li4qLbkMjv9/f30Wq1XDox3V/aqkun007oVSoVZ9U8CNrS/SeE1mtcONGWhoRRJ8an2UVpAhYkLRfnXZJ+jaKBRNUn4SiJX2rBsv4HucCSQMiq0OOWVHEgwybTkQqP/M46YsTCycLHshglg5eb68iQyczJJGlx8HwmK4tLtpnJZJwG77usydo9TeHBQwF3d3dRKBQwPz/vTqDVffP1W3obOGb5fB6VSgVzc3ND19yyrr29PXQ6Hdc+BYbe77G/v+8ytZihpsdgFPDxlCQej5DXIyleJ9rSsEBaA/KZBXE0af72af2++o+C+Y1ax3FaIu+GeImEOJbjuxV87ikAyOfzmJ2dxcrKygH/uf5OHidON5J0z1j7N4B7dCKZHndcDwYDFzCnxUHLZzAYuBNdJycncfHiRfR6PfzZn/0ZdnZ23O5wCj/gbnZWLpfD4uKiy5ricSB0YekjU+iW2t7exvb2tiuzurqKD3/4w3j22Wexvb2NlZUVrK+vo9frYXNzc2jPhwZJu0wiOHfuHM6fP48LFy6gUqm4jCmOZbvdxp07d5y1wbtFaEnxsibeeMirYWWq7WEEhvVMr0Np8cj5jeuSSoLfe05oSA3QMsdZJi7IC2y0j1P/tgRVHNeSrDfESJJCXM09KUEfhTDzuf9Grd+yWvg8Tr2HaXtUkDjrOSBDKxaL7hhuMijtXqElwn0QAIYYp4/+fQoANWnp7ydjz+fzGBsbc4Kp3+9jamoKFy5cQK/Xw/b2tkuJ5QGHMsuLu9JlyqwEbpyjW4puMDJmtknLZW5uDsDdgw7b7ba7eXBmZmZo093ExAQqlQpWV1cdTRQKBeTzeZw/fx6PPvqoO2NLWhibm5vY2dnB2tqau+qWgoP48Cj18fFxd0uftSPfmv+oOeI7TZfyfpS4lq3Fw7SlGQfeE0KDHZcai7WblhCXkWoXAM10Ofh64H1CQp8FpOEomdX9ZHw+ppcUjsJ6CTHh42iLEGozqdCW9JLL5TA5OYl8Po+VlZWheyhkvEFeD5vL5TA2NubiBdLSkG1YTImCqNvtura4yY+XF/GODR7LUa/XMT8/j4WFBZw5cwa1Wg3f+c53cOPGjaG9FWNjYy4Ivbu76/Zn6HFqNpvY2dlxwrFSqSCdTg+VlYrcuXPnUC6X8dprr6Fer6NWq+H8+fNYWFjA1taWY4Tnzp3D6dOn8eqrr2JnZ8fFRBYWFvD000/j4sWLQ0KYgvrWrVsuzZd9Zgow8U6lUqhUKshkMpidncXs7Kzb23IY0PxFxlOl0ODfVBh8QkTzLP3zfSU05EBavr+4LhX9jRQYfMZyXGBy8uQ7q+6QFRHFhE6i+8UHRx0bOU44rOtr1O/JICTzkbu6dQCb9MjxkHsxpAtI+/Qlw2C2ErOauH9iMBigWCwO+ei5t6FQKLh2eIfGk08+if39fbeBjgItlbqb4sofS5lrNBrI5/NOONLNI7OypGVl7Xrf2tpCp9NxFhKPVd/b28Njjz2GdPruxVGLi4t4/PHHMTk5OcQweb4ULZetrS2XNdVsNtFqtdzGQVpjExMTmJubQy6XSxz81m7HJN/6lOOQIhPHbRVsM+kHf/zHf4yf+ImfwOLiIlKpFH73d3/Xvev1evjFX/xFfOADH0CpVMLi4iL+8//8P8ft27eH6njkkUcOuJF+7dd+beROSDiMK8qqR7unfALI147WIn2CwJL8vndJ8I+qk3hEuW58+IXq1X+H6g31IS74+hDHTRcqc1SWSdIFTD+5ZJq+MZOaIpk0NXR5tpRlPfOH8QwydW6goyCRBxvK86PIyJnxNT8/j6mpKZRKJeTzeWf9DAYDdwmS3C0u6ZCHANI9xW+194DlLYWx1WqhXq8PtdFqtVCr1TA3N4dz5865jXfnzp1zhy9yDCg8eapvo9FAt9t1uEmhCtwVXsVi8YBbalRlwQd6/WkFwCprfad5UFI8E1sazWYTzz77LP7m3/yb+Gt/7a8NvWu1Wvj2t7+NX/7lX8azzz6Lra0t/Df/zX+Df//f//fxrW99a6jsr/7qr+Lnfu7n3P+VSiUpKgcGRfpPLX+ilr6hwZJamizLBclJsyyapIIriinFdXFYhPOgLBTZts9ctp5xDJPifZz9fBBjyDbp2pmamkI+n0etVsNgMBi6y5tnSMl4B5k0N6/JemXd/JuptLxrgkxYxg9yuZxj4sQrn8+7zW5cd9VqFU888QRyuZw7n2l9fR07Ozv4V//qX6FWq6HZbLq6ZabSxsaGu9SIsYlqteqsB9IGLaOdnR0nIGhxMcuJG/pkPGV6ehpnz57FU089hUKh4LK+5GGE9XodjUYDzWYTGxsb2N7edmdcyXs69vfvXtY0OzuLpaUlnD9/3mW8xZnbUUAraBYPiipvKb5JcEosND7zmc/gM5/5jPmuWq3iD/7gD4ae/cN/+A/x8Y9/HNevX8e5c+fc80qlgoWFhaTND4HP3aPdSLKcZZ7LzBGpcZAwZXlpaktTOWQOSiKSGqN0KfjMU42vFkyaAci+sB3LEpCaGZ9rd5wsr+uR/ZamvVWnb1x0/9gPHs1NpnLq1Kmhm9ys731gLai47so49SeF0AKXzzQ90GUj54jauKQhmUEjaZU0Ddw7e0rPE+ldHvzJbzkve3t77vRYfkvhIZ8Vi0UsLCygUqmg0+kgl8uh0Wi4E2WJmzwahfPd6XSwurrqUlcptGS/er0eGo0GlpeXsba2duB6XI4b4zDVatX9lEolJ/wAuOtfaWHQHdVoNFCr1dBoNLC/v+/2oZA+p6amMDk5ibNnz+LUqVPO0tA4hJQgvY4tuowSBLoOi4a0gNHtJbGmjz2msb29jVQqhcnJyaHnv/Zrv4b/4X/4H3Du3Dn89E//NL7whS8cGHACNQdCvV4HMLxJh4QNYOg4aD2QLC+BOeA0x+Xi4UKTky+/l5uZJFjMTeag81a2sbGxIQYsmac2czUzZXlqfZlMxmlwvIlM94UMgkdFy/uSmZ/PdpmxI10cHC/eD51KpYbcALodnmBKIHNgf+TNZgz+5nI5VKtVFxD9sR/7Mbeh670IIeHBMZ6YmABwN7uIloR0kWjBzjHlhU79ft+l0vIIDanAcMc0A+CkEQqFRqOB7e1tTExMoFAoYGJiws1fsVjExMSEc93U63VUKhV3edH+/j5qtRpqtRpu3LiB119/3Z2qK9N9O52Oi8V8+9vfdnW02213bDmFTKPRwK1bt/Dyyy9jY2NjSAli2WKxiKmpKTz22GO4ePEizp8/73aMs99M02UAvtlsYnV11VkbvLRJXt3K3eNPPfUUFhYW8NRTT7lx8R2DHhfiWgBaWfPRkMwGC7VpKYw+OFah0el08Iu/+Iv4qZ/6KUf0APBf/9f/NT784Q9jenoaf/Inf4IXXngBd+7cwf/8P//PZj0vvvgivvjFLx54TsaqGbfMLdfn82iNvdfrodVq4cqVK7hy5YpbiPp+ZuCeEJLMiwxStiMXLidEu820qSjrZX1a0MnjrGWdY2NjmJmZQblcRqPRwO7uLprN5pBWxg1KJCC9q5XjRu0SgGPusk8sI01/nYAg//cdfUGi525ntstxr1QqLh9e1qEhSnMfBXzus5A2OCqEcNaaoaW1UghLzV1+IxUx0ra82pR1yPsm6OqSO7ZZdmdnx936xzRTCii2VS6XnTuHwWje/pdKpdyFS8vLy05Z01agPBqebiQqRFyz77zzDvb391EsFh3DpsDg/oupqSksLS3h1KlTjgexX7zmlcJiY2PDxTGsY99Ju7w3/MyZM5idnXVnYuk1m3T+fXTnoz35zMeDZFnLi8B3x+qeigu9Xg//yX/yn2AwGOA3f/M3h949//zz7u9nnnkG2WwW/+V/+V/ixRdfNE+EfOGFF4a+qdfrWFpaOqAtSYuDzFS7euSuWS6WdruN69ev45vf/KZjyNSQLaGhF6KcMOmSoZSnr1lbD9qdIFPmNJOgwMhms27xU9MbHx/H+fPncerUKXfMwfb2tltAFBA8boGLUlosZP5Se5HuD+ItrRdaN1JYEH855gTWk8vlhgSkFJKsl3NA14CEwzJt3+LU+B4HjFq/VHY0yGNGdN84P/JvWhCS6TAAzrnl33wvlQDuyKYw5+VO1MIzmQy2t7eHbrRjFhTjMvv7+2g2m0Mp7JKxSUXn0UcfdUoR3VL1eh3r6+tOIE1NTSGbzbrznnK5HJ5++mlUq1XMz887VxdwT2jw5F66ohg3oXCSu+MlvbLOhYUFZ2FYAXC5fn1upyjLQisBxCFEJ0nKjLKWjkVoUGBcu3YNf/iHfzhkZVjw3HPPuUvf3/e+9x14T5eFBsv1pMFyH1k+Qvoz5aU0ugyZm9R8SYBaykvXlo5pSGEnzUxuyJITyXdSo2Ob1KiKxaLTHIvFIjKZjMtAYZCy1+u5xSD91gSZnSIZBjVYbXWQgUifNHfJWumdsr9kLFIzLJfLSKfTuH379pCGJ9v7fgQpLHgRUqvVcvPLlE+Or4xvEKRrR6a+bm9vuzlkdhTpiO3t7+8PHdDHi4r29/fdmU20TMg45VWtTFPlabW5XA5LS0uYnZ3FmTNn0Gg0cOfOHRe4Jl1K+mu321heXsYP/uAPotfr4bXXXkO1WnWn31KhIj3Nzs6iUqk4QUJhyfVA+qI77ubNmy7ATeuDsQxacf1+31lW586dw8WLF50wyuVyQWXAJzBCc06Q/EaOi49OfO3Jen0WR1w4cqFBgfH222/jq1/9KmZmZiK/eeWVV5BOp93uzlFAm3lRjEZLeU6ITCmUmreszxf4ZZ1a89ZtaU3EqpfAZ3IxSaGl3XO0VpjVImMbMthJxi7x4tHVModeu/hk/ENqh/SZU5BpVyCtEp4ASkYm/eJyTPXZRxbcT0ESxRTivk/qTtPuy1Kp5DRwbRlKq1W2y//JPDmfMo1WMmy2K+dXxqooeJhmy3kE7m0wo4CQMcLB4F7QnG4r7gznbmsKLhkna7fbTiHq9/vufCe6rSg0qVRNTk6iXC47Zi5xp9VNIbW7u+sUK1rlxKXVag2NIYVhtVrF5OTkgT0kh2XGcs40DfjoQr/3eUesdkaFxEKj0Wjg0qVL7v8rV67glVdewfT0NE6fPo3/6D/6j/Dtb38bv/d7v4e9vT13LeP09DSy2SxeeuklvPzyy/jhH/5hVCoVvPTSS/jCF76Av/7X/zqmpqZG6oRcJJK50u9v+YIlSAZJ7Y0BuK2tLdcGF4as13IJyEWq8dMTynJSE7cC7VZASy7esbExFAoF5HI5DAYD5PN53Llzx53ZQ9cWcFewT0xMIJ/PD8U5zp49i7Nnzw4F86SbbzAYuE1SUmjUajW3EWpiYgKnTp0aCrpyNzCZC4+iYGbMYHA3f7/ZbLo+S2sjpGHpMX8vw/j4OKanpwHctXAbjcaB+BK1felOBOCYPb+loKfVKRUF6SIio6f7ivEH7mOQgoe+fa4VnuNEq4YXGPHY8NnZWUxOTrqkB6bP7u7uugSNvb09TExMYGxszKUDMwNK3rEhjzrhpVQ86kOuP7plSW/1et2lJa+vr6PRaLi0X1oXTCiYmZlxO9/n5+fdRj4NUUpEFPiUTeCgx0TOmS+YbQXMfS6zOJBYaHzrW9/CD//wD7v/GWv42Z/9WfzKr/wK/p//5/8BAHzwgx8c+u6rX/0qPvWpTyGXy+Gf/tN/il/5lV9Bt9vFo48+ii984QtDMYu4YGmhHDxL+uvBk+fsS22diy+Xy7kA3tjYmLv+UcYnLGZGd5A8akD+Bu7tqGWmELUi7dslAdJ0lov3zp07Q5aRTK9MpVKYnp526YWpVArb29tOsyqVSshms0MuK+aaS6Eh3VMykErfLzdNkYlwrKjp5XI558umVcGYBvcS6EUmhb5cQBosN6OvrP4uiRV6FBC3vpD/mnNRLBadYiDjD/L0VZmiKuukApHL5VxmFRUlWosE0hbbpQDY29tDo9Fwlx61Wi00m0134my5XEaxWESpVHLWD2MN2WzWuYy0IKIyIeee36fTaXcOFxk2r44lbnLcpLUiFRD+cNMiLQoeidJut90VruPj4zh16hTK5TLOnj2LmZkZzM3NYWZm5sAxIVrgRtFgSLDEcXVZcROf+8lSmrnGJM+JC4mFxqc+9angAohaHB/+8Ifx9a9/PWmzJljZTZZLQzMeDiAJiyardKNQY+Pf+XweH//4x91mIJ0JJWFrawutVgubm5tDWU5yYlKpu2mUMzMzWFpawsTExFAZyUz5rN1uY2dnB+12G/V6HX/0R3/kjjcg7vLbhYUFzMzMuHuRV1dX3WKhZlar1dyzCxcu4OLFiyYRycPaqGnWajUsLy9ja2trKLjYbrdx4cIF5PN5xwi46YmaoHSPyYwt6drTTEOOnRz3qAV41ALA525M+h3gd11pNxGBJ6mWSiXnk9/c3HSKirWviPXJJBCWIe1nMpmh1HbpIqSwz2azziphELpareLGjRtuX0Uul8PMzIzzGnAdFYtFN48yBZjKBy1QHldCWraSIKrV6tCakha/FJ4y04pxGZn5SIGxtbWFZrOJzc1NhxsF69LSEubn51225+zs7NAeD40bQbsKLbCYuyWI5P8WXUQJKktg6LpC32s40WdP+TppMWjLV8syMkWUWg81IgbcMpkMbt++fcDSkBNLLZtES3cQ3V57e3vOvcP6dcAZCAeyKMj0gXXSzaNjM+wr25P4Sw1NxiL0+HIxbm5uYm1tDZcuXRo6IppXjTKJQPYr5H+V85VOp51GKn3lcRZeHMFwWLfBYSCO5pmkLtJKJpPB1NQU6vX6UJo1rQfelMcf4B6dkj6Z8swsIUk7xE0+o4UI3BUKOzs7uH37tsteovBKpVLOPUmLgK5OCj+my/IbBqJlbIPWqsWoOQ4yq4/fy+QAMnpaE2tra2g2m9je3nZ9KRaLLmGE81UulzE5Oemyt2QMw5pbi6kfVnGxFBSLv1nlQoFz6RI/Vkvj3Q6+AbCEBXBQelO74tWQPJo5lUo5LdsSGtKEl0xQa1fM0KLZrHHUIC0OLaD4Xubc08fMxSk1MZllIgOHmnnrcSQO9BNvb29jdXV1KLNLltXZT1EEKcdJCkTLQmMbPnhQQuE4wWfVcJwKhYIT3vobSQPaTaWZOC0O6RKVAkOuFamw8Kyn8fFxdLtdFAoFJ0D29/dd7EoGyWlxUomhy5NtyX0jlpXJcsRfbkSV8QjSPYUL07g3NjZc6i4VlXK57PrGdijwZPBeM2wJR0l/ltckDoOP8z6kxEXBe05oWIuFz60BGgwGbk8GmZ/MJuEOVVohjHVwMqUmLzOHgHvaOV07dN0A9wLbNN99uDINN5PJOC1Mmt9Se8xkMuh0OgDggpB8zmMPer0eSqWSq6dcLjthJq0OjQ/7srW15c76YVmZzcWy9XodqdS9A+c4tpIBSFcBGYzu/2FcoRqOakEflbvrsJaPTmNmthLTXwG4IDktQdK21L7l8SJk1iwr6Wx3d9cFvycmJrC3t4c/+7M/w82bN91+Gh6h3mq1sL6+7ja/VSoVFyOkUGH/uQYY9xoMBkPZYaRVGZfQ4yBpnbEUAK6/dINdvXoVtVoN9XrdCSoZS8lk7t4uyCQA7hTn+uBxKXEUmcPMrxTWVv1xmL1WNkM4JqHp95zQAIazmwhRLg4tbGQQUFsUDIDrmIPWzEmUW1tbbjHTbJeZWloTlHXI51wUjAFIHBhkZHmpTWqNXfaXZeVhd6ExIjOxrrKUflytOWoBK8dV4qtxtrJTksAoDP6ohIIF1gKNEoxR2iyFRqVSQbPZdJlrkvFoV4mmebl5lJaxtcGPDHtubg67u7vY2NjAYDBwKdO0ZLkngsyZljvXARk129buEpkkAdw7coZ9kn3XtEPBx7YYC+QhhHRBM04zNzeHarU65N5i39kH7uNgmq3FbH1CwmLaca1n7XqKo0zJb60tA1bb31dCw5o4bdLKsr7/STDSnWQFYakVhbQName1Wg3b29u4evXqkOuF2Ui0XMhM2R7xkcyUgoHHOFPo0FopFAruIhipOUqTmnVoFwTL+87+kmNEgVUqldxzpjFKIchMKpmhZgkEGewm82MgVLoV3i1w1ALlsNYGcJeOmXrKndjb29tDyQSDwb39FWyXCoC0skmXzJKyrM5MJoMf+IEfwMrKCr773e+iUqngzJkzLgV1f3/fBbm73a5zReVyOZTLZczOzmJiYsIFvUmn2WzWWdZSGBQKhaFnxEO6ZuW+nk6n43Z4t9tt1Go1d1QIY35yw/CHPvQhLC0tYW1tDTs7O871OhgMXKowjxhiNqXmASFt3/c+SphIpUoqV7JcXKFlta/HMiqtnXCihYYlPWmqyr0F8j1BauSSUcv3zOemST4YDNyF9jLIJuve29tz2Ri831ma+pLgmNpHgSX3YnAS9T4NtknNkDn0BBlTsRY8+yZdE3QryMC8bJOMIp/P49y5c5ibmxsScN/73vfcPc7U4MgMiM/u7q7DS+53kQFPKbRlyuhRuZXY9wcJh7F8LNwl3TO4nM/nnQuSt9f1+30X9OXcy30ynBe6j7jvgsd2cE/IE088gXw+jytXrmBlZQXtdtulvhJPtictlUajgUwmg1qths3NzSE3LtOw5bHrMh4h+wjAKSHcz8HkC33aAdsnfefzeZfVNzEx4QQZd44zaWBqagrb29toNBpujbz++utYWVnBzZs38eEPfxjz8/NDCk3I6ogjMLRF4Ztn/b0G7QHR9VtlfW344EQLDYJ2EembvkJl5eDq1Fya2BQCg8HAHbMs0wIJ1Hh2dnawtbWF1dXVoXNrZJskauDeLmtLs5CxA00Q0urh5PvuTtBjILNR6G5i/EaWY7+4kOfn553wZNtra2vo9+/ebaAtKi56MhHp6pNZPRReel70+Eq84pjqD1pIHCWEFjjpgW4dHvDHk4IHg4H7u1qtuvRY1ss5plYPwO0Dob+/0WhgaWkJpVIJr776KtbW1oauhpUbMaUyQMuDQOWBscRUKuXSsyk4GN+QmxVJOwy+M1bI/xnzY/yENF4oFNxGwIsXL6JarbpYS7lcxsbGBprNpmt3MBi4/Us8kv7q1atYW1vD8vIyHn30UUxPT3td4FIgWDQaosmQ6zKkBMvykpdoGtHlfO9DcKKFhvZ5ywkKCQsJJEL+yEPdaGJT0ybzX1lZQbFYdGc+Sa2NO3V3dnYOuH803gwsdrtdjI2NDZ09xUllQI4ZJnKRUIhQ62e6pHQJdbtdtwA1SE1PZolZ40QGwDHZ2Nhw5aanp90hdWRehUJhKDefv/f3992FPalUyh1HL61DjoGct/cS8z8MxHFnkRaKxSLOnDnjdlpvbGyg3W7j2rVrmJ6ednPONUTlRZ5DRtcSg9nyciLetc2Ngvx+b2/PubsYV+A64DobDAZDsRemuhKkpSktDABuLUjrlcrKxMSEc39dvHjRHdteKBTcLnTSJi3hYrHo9mvs7++7zXxzc3PIZDLurK9Op4ObN29iZWUFU1NTmJ2dDbpQQ4zdUogO6/qMEihJy/ngRAsNwJ8DHXcCtG9XmtjyIDYuJPpfuYhIsAyOSUaug3nybxksbLVaQ+8pfPSeB+665vlQ0rz0aebaBLXGT/7WzwkUGFw8FGZ0d0xMTGByctItbGqNUhuTB8Vx3OSOYI37UUCUhnfYBRQH4lhESSAuzsxIIi2VSiVnEfLEAhlTA+5tSpPtsJ7JyUlHr1RepGVJkHVopYEaMF21ui+kV5muze8ZY6FyRI2a5SgEpqencerUKZw5cwalUskdW5LL5VCpVJwrVuIDAKVSCYPBwB1lsru766yWcrmMer2OVqvlUnWr1eqQUPOtJT4Lzb9lnVjfa09JKFYRAt1OEto88UIDOBgMkozeGkCZUSB3kPJbqeW3Wi13BPLu7i7y+Tzm5+fdcQI8oVNq+dzIxIP56CuVxzQwL/727dvOL8z4B+/D4Nn+tBi4YJ9++ml3TDStEOn3lUd0SL8ycHBTUFzzmdrlzZs30e/33X0Xu7u7eOyxx5y5z9vO6FuXsSUGaclU5JER8nY+Leyk3/244LjrfxAg02p5rAsvMOt2u7h27RpmZ2cdU+U485BB0tD+/j5mZ2fx5JNP4l/+y3+JN998E/V6HYPBwFmIdHVyrrXrkUydytL+/v6QK0xaotLCHgwGLjlCKmhyzZLO6WJ99tln8dRTT2FmZsZtFJX7f6Qgksz4sccew/Xr1/Hnf/7nWF1dxfb2Nj70oQ+hXC7jsccew40bN7C9vY2bN2+6gxF5ym6IdmQblstKWxk+pUAKKF878nsNoXhJEto/8UIjNEBaMsvnwD1z3Nq8lM1mMTk5idOnT2NhYQHlchk7OzsYGxvD5OQkJiYmUKlUnNBJp9PodDrY2dlx2o08F6fRaAzdYcHd4bdv33Z3X3ChMNWP50RxgciMFhmk1jEZ9lO7diz/q2/sNAEyeDg7O4t+v+/uXN7b23NZMFJITk5OOqGxt7fn8uFlppQUGvI8KrmD2HI/Rs39UUESc9+ntYWsm9B7zWD0d6Fnsl7SSiqVcvPz2GOPuZv4eLUq9yRVKpUht+/+/r67G/vq1au4du0aNjY2nCuXm+Kmp6edMCDT5/4I0i6B5STj5rxzLcpd4ZKOpXI0GAxcLGRhYQGlUgkTExN47LHHMDMz41xQvvRtafUDwMTEBE6fPo0Pf/jD2NjYQK1Ww/r6Ora2ttxd5c888wyazSYuXbrkbhY8f/6825/im1NrPq1n1hxGvZP8jH8zlmRll0l+IhVnXo4VBSdeaEjw+QV9z/gj3VMk5nw+j7m5OTzzzDNOi15bW3Oaz8TEhBMOwN1JrNVqTgvnRTUyBZUZHmTuvN1MWgrUJuQGPj4ngVF7Is5cQFpoABhamLr/2rwNaTulUgmZTAaLi4vOF82FyOszmXEzGAwwMzODQqHg9mtIlx2/Yx8oeIB7O3AZyDzsPg1fv33vLTisFSIFeJSgi3JTWGU1aFcGaYqKzszMDLa2trC8vIzXX38dy8vL2N7eRrlcxoULF1w2FHCXwW9vb+POnTu4evUqlpeXXdCYQqNarbqMOq4pnmMlA9QEKTSYIcU5l0qTTv9ln2WW3cTEBKanp/GDP/iDmJ2dxcLCgrNMQmMmXWgyaaNUKmF+fh7b29uo1Wr4zd/8TWxtbSGTyeD8+fO4ePEi/vW//te4fPky0uk0HnnkEczMzKBSqURaHL658j3TdKMVYUkrXEf8n7yGiqqMH/FQRs4N50fGlELwnhIaEvTAW8BBlGmt/JbPZIYRg92amUntR6a8cof28vKy21wkj1CQ5rK2BiRh0GXFRdlut909z/pHmvGWect+R42N9Z0cI95xQAKl+ymfz7sFRCuDDIb9ldqNFNxaA/e5z2SZ47Q2QtphnO8O02YURM2dz+VAuuRx49zb8dZbb2FnZwevv/66OxCRR2ecO3cO6+vruHbtmrvzgoy+XC4jlUq5wwAl7TONVu/ilkoacC9Fl+5Oaf1zLZK58d25c+dw7tw5nDlzBtVqFY888kisC5FCY0m8pcU1Pz+Pfr+P69evo1gsYmlpCadPn0Y2m8WNGzewt7eHubk5nDlzBjMzM06BCrUl/5bKKn+TBrjGgHs3GTIBRo4jY4XM8EylUkOpyHK98zumYHNcmWIcB0680AgtsJCw0H9b/kI+I2OTh8QB91JVZXl9LEi/3z9w5LIODGqmJP8nUfBMKWle+sx2afrHgSgXiAS6OqRPmd/t7u46LVUnD0ihIf3Vsp9RvlhaN8cNlsKR1Nq4H660USwglpdnLZXLZXcF67Vr14b2WVQqFZdivrOzM8TMAQxt6ONv0ggZMON9BFrbrEu6bKVVIdeQPME3nU5jcnLSCY1KpYKJiYkhd2bIBWhZ2bIs8S4UCpienkaj0XACc3d3F+VyGXt7e7hz547LSqtWq0MnYGtGLX9L2pcuIgoBCkrG/1iOLiSOj97jtLOz4/rGrDVaeKxTuqjoGeHf3xeWRsg8T+KHpubEFNpUKjVkopPZS/OTfnpeaE8Bwk1DTKmle0Zu7JOEKc9c0r8Hg3uZHDL+QoJgHcC9Kz1l6rDlmoorZHU5Mn+O0fr6uivHU0EnJiYwNzeH8+fPHxhnxn92d3cdsUphogW0Nrk1foeFUayBo2b8Vn90GyHBEBoPjqHlx+dY0+LghUY3b950Ck673XZxuZmZGXcCAOtjFiHpHcDQHfQy+1C7UKXLifjQPURLnZoyL25qt9uoVquoVCo4d+4cnnrqKbz//e938TSdlmtZ2anUvXPStLKorX327y/+xb+I69ev45/9s3+GXq+HtbU1Z4mtr69jMBjg9ddfx/7+vtsjwvRijgH7SsWP/GQwGAwJASkYpQUv55PPrI2FTEEm7+Gx+XL7ALPC6J5i/cz+jAMnWmj4zO+4Lhc9IdLakDnnJH763SUx0ByV38tzfHjbGOA/mVYSKxcY/ZHcPCXx1AF8qQ3LOkfVdi1LjHUynsJNT3TbjY2NYXp62gXAZc4/FyC/pXYqLS7pJkyCb0hjDNUR+ua4IW47lsDQNOP7jmV0P7XLjcoFteqLFy+iXq+j0Wg4gUINm/NjWbcUQtLlJF2swD3N2HL9Upg0Gg0XQKeFwfOi6NKt1WpYW1vDzZs33R4kfWWBFJZaQZTuKAmSEVP52tjYcEeytFotrK2tuftrpLuY94vITa+ST9B64zO2LV1Q0o1HISDnDcCBc8VkijIPK6V7ijFT8i9txZVKJbf+9GkQITjRQgOIzkDwfQPcY7Iys0BKbWr0nDxuWJJHFjC3W9bNzKJKpeImSmek8NwpXx86nQ62t7edD1mmD8vNe9KcpVanXWCHASmIGLMpFAqYnJx0+zV4jtDS0pITDlKrpDXEDWD0o2pTXTIl/ft+MfSTBKO4pyTIcWUq+Sc/+Umsra1hc3PTzeH6+jq2t7eHNtdJxiVjGKyX+EkXFIPjXAtMmqCwaDQaWFlZcZvpJBPlGuEx7I1GA7du3XIZejx7iwkUUgBoFyqAofRurn9aTHzGWMb29jb6/bt3yTSbzQN3g7DcnTt3hgSoVDol8L20cORcSL4k54mWEmMVVCrJq3j6NAWIVEylm7hSqaBQKAxtTuStjHHgxAsNIJrJyMWl4wfUIHh0uQyK06RkHXTDyHuReeqlND2ltSCDvTQrNYEQF+bFUyugwJBaOLV95t9LwcHJHwzu5c9bQsNygfje8RkXfyaTcedvUSDS0iBBy3ui6c4iQY6Pjw/5avmNXLzcX6B3ict504I6CYziZjpMjCLK7aefc7x7vZ5jgJpuLZws0IJZziUZowymMvbGAPn29jZef/11bG1t4YknnnCn1pLRX758GXfu3HECg32STI4asVTAgHuWhrwLgycj53K5IT8/+7u/f/dEgZWVlaHEErm73YorECfpLiPoRBiODTffSpdOt9t19C7vkWm32+balvNK3qAzwbSHwLIOpVubljtx5DqbmJgY8kIA9xRdyRNIU7w+V/OYKHhPCA2CNJe1acz3ckL5notAmm90v9CHuLe357IL5GJrtVoYHx93kl0Gs+QNZvyRAWqpqQFweeqsR5qiWrjILC1J9NRwpCYTNV6EKDcPcR0fH0epVBrqK8dFpgEDcIufC5LuO44L69Z9lBuyRtGmRxEMSWBUDd8nALW7lNlEPIoliUtLgnRhSK2fDJzWNGmVG03Hxv5/7b15bGZXff//eR57vI+32TwmmZAEGmibpBDaKKraEhJB0gooiVqgqQolJV1CS6ELSiXK0uqbqGlBAiHoH2wSFCgSi1pEq1AISxkCJESoJZ0mowlMklkyi3d7PLbv74/5vY9f9+1zn+fxJLM4fT6SZfvec8/yOZ/z2c85nWlD5549e2LTpk0xNjYWtVotuZBOnDgRhw4dKgWg3colTfgcC8T4eLeHFChuBqRFrYwf4YbWrWiGyRXcWEivQm5uyEh5DwytK9WlefO1Rgasb4lr9U2KKhNb1DcJVeFBypROYBCIHwwPD6c+Mh1euJCwI04Ud1WcpRXY0EJDiCEhuuCgJpdz1zixU+oeOXIk7r///mSOinA5eY8//ngK3GnCtFHt0Ucfjfn5+diyZUtqQ+Xq9Xq6zF6TPj4+vibbSJo2zV2OjSm8PLVWxOem8emChJhuiCuKIrmZlOZIS0E4Uz+VohkRMTIyknbRi3kpYMdxicEJd4ScRvZU4Km6v6oEcI7hixadHkl7Bw8ejPvvvz+e/exnx9atWxNeeWw8lQYpMmJMslR0B7xOq1VQVG4eWcgnTpxIjGrXrl0xNjYW3/zmN+PJJ59MrikyU7XtlqDGJNckGbH6z2dkiFQixESpbJARu2YuunQrR2Xpus3xAdZJAavbO7ds2ZLaEt64X0QxH6XEenYY12REJLfQyMhI4mFa87xJUN/zBGDSgac5cxykKa1XusvkqRB9aK01gw0tNCLKzKNKc9DfObcQ/6aAESHqeAIJFC2U3t7edLcxtXtOrAJ4PINKC0KLemFhIWkt2lkuAlB8QPUuLCykwBlNUC44N09zzHC9DDLnXpG2KiLUItU4/ApYjYn+ZwoNpXx6e9QW19PXqm9asbyq6EnPcu/XY9HpmTMv1itBqtMEhEMJY08vpXVK+qLQmJ2dTUxifn4+ZmZm0hyKwStZYXl5OZ588smYmJgopXVKEaAyw0P7KOidsTfS7vW3LAb1xzPqHPdupbEuKR4Uxq3wAf0tRq59G7T+PVbh7jX2W/iiwJT7dWRkJPVT86r1oZjPyZMn07wTvM7cWCSw2Gd397Xqlkrtrqv0eQaNCLDVb6nVdHV1JaKQ5JUGJpAWrfsKeLRIf39/bN26NTo6Tt0epsDU8PBwcgUoK4SH94lgpqamkmYjf+OWLVuSFXHo0KF4/PHH0yJWDjZ3VtN/HBEp/bdVnPjCpmYkRpRjTiqrxUoftxapBOq2bdtSnRIahw4dKrnyIsqulfVaFVWMpJlQaVYnXQh6xt9V5R2nekY/uBiNFvPx48dj3759idmLqRIvEeUTYeme4HxRmaAfXQoHExOOHTsW9Xo9ac2qW3To8YCRkZG0R+HEiRNx4MCBEkMlw45YZWQUetKe5Y5TH9Se04H/TTcmLbGVldXrYt2C0ZpxetE7WRoDAwOxc+fOOH78eMzMzKRAvZ/aIIFZr9ejv78/xRCUUaiNkBGn9sb09vbGwMBAyXOgBAEpkkxbljvL29QP97HQutC4eAwRU5TpHmwFNrTQyGkGhEYMggTHjXOcPP1o8nU65tDQUIyOjqYU0+7u7qQd9PT0xP79+2NiYiLFSiJWUxs1Mcoi6e3tTcxybm4uOjpOHXQo4cLNcvqbBO5WRTMrQ2NuVcC6JqgFJV+sGJMsMxG8ay+qRzgg03VLiQkFOabLOhsx/1bG2Ez7VRkv18zKYJ+9/y5MXBhpsU9NTcX09HRK0nB80ELmWWBklBTuxDHHVKudOpdqZWUlJV9ErDJ3gtyjGofWCLPmaIESh6QVMXC9U4zOtWJa5pwLtas6uCFP2jfTdrkuaH3wh4yU8zA/Px8HDhxIwkKKoQtufS+liZlUUppUr1zYqoNzL7zLaqGFIAHCcbDfbpmR7nJ7O0Q/FKDNYMMLjUZMo+odkSrfKxeIFgN9jDoeo6+vL3bs2BHPetazYnx8PHbt2pUYpbT/n/zkJ3H8+PGUFjc/P582BCnVT1lHfX19JX+oUnWVtcEUQp3P4260nNBopAHr2xxzFFRpxmrbj3vQsQTLy8vJrCaQ0VGokPGo/2J20kbX6/ppFarGu55vXXARr1WWRu49n0uR0anAOuFYGiZPlRUMDAyUkhN8v8PKysoaK0G009HREVu2bInl5eWYnZ1NTMqD2Awya97E7Hnznax0Z0KiF2YyERg41zsmnWjtMLZIhq9zsDQ2WQOeoaR62SfOGwWlEhJo4V944YUxMjJSsha1ToUPMujp6enkImTQW/Vr7l3IyC0ZEWsUWwogKZJcU8SLC0XOfUQkC/H/TMqtm6mNyrG8kCYip3YREUlQDAwMxLZt25Im1tFx6krMsbGxuOCCC0r3HIvgjx8/ntwt1MIUMJNG0NfXF1u2bEnuB1keytyam5tLvkxt1HEtI2I108SDxs0Ybg4/xBGJjJuDuGhrtVpy6Qlfw8PDaYHnwF0xLqAUmOV+jipr46lAM0uF5ara56IuiiJpuY2+ydXN/yNWj4+hxi2a5TEyEVGiPWqmZDK12mrMiVa0GKZSODUmd4GxfQp5wvT0dNplLGbq2ryYm95zrEpnZTnXxAUMzDuufdMg8UxtXuMiPmiFqK7Ozs44ceJEWq9bt26NoaGhlDGpIzzYV9K/WxDkM3IfUxB7RlXOvax5oFtOOHNexrbdjU2lj4dKNoINLTROx9JwIvafiNWAnIhkdHQ07YwVY+/r60tn6fvGO917IQIiMWrBy03T3d2dXFjU3KiJiInSNI0oE44sJvW/mXbeDHeOP/Y95/6q1WrpwLhW4yjNGGquj60wYe+713k6wsetO6+zKmC/nv6z76KXXFzHLUkKYDJ3dy25AKiCHKNvNCa1pyA7x5Mrq+fEqeNBAicXpOU4uWa1FvxIDO+H47mKMUesup3kQpZbKaJ8URstCVkCFOoS2t7v3FqihUf8uGLnYyPdeBv0DDC+w2/+z2RPEXJIbeUbagia7J6enhgZGYmLLrooBbyPHTsWfX19MTY2lnynDLgprVE/ZN5KcZQJqFNquRlQwbGISBt1dAyAuzH0bVdXV/T09MT8/HwcPXo0lpeXS4KsVTwQXPMvilNHJczOzpZy3Ynnrq6u2LlzZ9rsuF7GzIWrnPODBw+eEQtDcDq4IRC/vG+brjZq1Gy36h2VD+2gplJB7V24kfKgbD4xCfq4G+GxKIqkKVNAkTHlhJRoXu4zuVT5rRhgbpxk1FLS9EwnDkxOTpbSbiNWhSatBO0d2rZtW2KCsp6oZaseXoymNay1yZR37XOQpb24uBhPPPFEaWNtUaxmPqlvFOy0ZNwqYiow40L6jvFDzRVpz2M/wiuD9LIi6KojPTF9uxV4RgkNgZuz1CxyDJFMMKK8zV+SWa6SiIihoaG0N6GRy8JNYbmZuOBk4qqfJDQxfu3C1oS7aUlLx7XIZpr3evApn7NrMrSa6J7J4cT71Iobp5HVQKia81br8zoa9SfnUtK3zmSr2m51kXpbZBgRqwJLDDtXvqo9f+duqVw9bEP9UByDLlIXOjnFh5YEma3OL6PGzrWhpBRZ9Ir59fX1lS5w4ljYPhXFKsvZLQadB8dNuBwr3YFcM41okXV4qjItAPIo1euZbz4nynJkejzdi9wLJmWzFdjQQoMLyIm6EaPh+6JY3fTCOoVAne8iH3tHR0ds3749HfbFtl2jEINfWlqK3t7e5IrSIuMi4DlU+q16Ojs7Y+vWraUccREC8/ZlBURESatqhkPhgThyBqMNiDoTiItR73R4XCNmSA1TdfjC0hjJUFzzzUGz943Gv16o0sK97qr6RSe5el2wuFDS/IgetAlM1i0VHn3nmqT/LfrzXH6W8RiIgOdK+c5iWUbO6LzuiFWBpb0KEeV7W6ikjI6OxsjISDz++ONpo6h2Sk9MTKTjUOgy8hidQO3yPCqBxinmPDMzU7Kk6R7W2hOePI01lynFZAEmANC1xHgilTKPKapfFBJKmxYviohSYg15TKuwoYWGM38+d4si950mTZoJv6nX67F58+a45JJLSpq9slSUsRCxyqBnZmbiiSeeiOHh4bjkkkviRz/6UTquWOmAMp+ffPLJlCapAJQYvzZXzc/Pp1vvlPLHuIGYA8cnIvTMF9dEXMhWgcqpb74Yi6KI8fHxlG/uGRo5oMtE5SR0pqenExHnsoRagUbjaiRwqt45g80x+yqGzP9zmnozII3LOtXziEhuFd5bQUHsgWDVozJ6x+C6C3WBu7pUnyxm0QlB64baufpGd43oXv3V3Q5btmxZc+inTpBeWlpKigrdN1LCckok14RbQFQc5fZVGvPi4mL09/fHzp071+wdYfCZ8Q7fZc0d5KQh4s3dWsSzC2CWc++GygjvOU8K3YG+t6oRbGih4UCTOKLafaEfBoY0Wfzp6emJbdu2pQmSz1HBMLZXFKtHJPf29sb27dvjkUceSfV2d3dHb29vjI2NRVEU6cwqZUpJi9CP/NIKYMk1pT0bjXaCVllaOeG5HtxKq/H7EDS2RlZNMy2cY3LLraqvp2sl8PvTwQm/ayQs+KxZuUbgNOuMQfNARkZGSJxWKVpaCy40VI5z4kqH6JOH4+X6zv5zbj3VtChObWLr7u6O/v7+lDbM9F7VxZOn2VcKLx8n8cdy5AE8MVdCVffl0BLzbCXV64kIRbF6TS1jCBTcLsyIHym4nsbsAtyfU7EkLbqQWM/Vys8ooUEir2KamhzPSKFkFqJ5XIO7nUgcqu/AgQPxne98Jy6++OLYsmVLXHHFFbGwsBALCwsxOjqaYiHSmmZmZmJiYiJpKBdeeGG61EnajRbS0tJSukVNGoLcArwm0+MLhFYsC5Zj2fn5+ZiamirdK0wNke6KZpBjWlwk1N6kWa+H0bYqDNdTrpHleiZBeJHGyrvhuWdC88CgLwVBrl79lkIkpibc55gR50h9k1ZNS8ItHqWfu7vGtWZ9J8WMmUlsS/tCmGWlcejoHtZJISW86H8pZIxT9vX1xejoaLq3XArTxMREJaOOWHXvOX5rtVpSrHxzK+eZOKLlQ0tE45Wipf7zCCPuzfG2VE4xVh6k2Aqs+7KFb3zjG/Hyl788xsfHo1arxRe+8IXS+9e//vVrNPYbbrihVObYsWNxyy23xODgYAwPD8ett97a8v20OagSEo2gSjJr8lxYuKmY06AUKFMWyfDwcNo1Pjg4GAMDA+mYEF1wo3uYpVXpUicJBJqWcm/pwpTcT248TxWvRVGUiIv7B+g2OF3IaWa5gGyrY2ll3GeT8bcKrVo5UmZyc+yKgVvXXpdrpK5MVfUrh1//hpq7l/N59XLUkLW2xNjcnZxTAvk7hyO3uvy94hF8ztT3qrGR+WsMOb7iPJLCk1YX63NFNieYOJ9OI/7jLq1W18S6LY3Z2dm48sor4w1veEPcdNNN2TI33HBDfPSjH03/u6/slltuiQMHDsQ999wTJ0+ejN/93d+N2267Lf7pn/5pXX3xYJ2gGcNopDWKWMTIZZ7KZNXCItLVl3r9VCrfkSNHYnp6Op73vOdFvV6P+fn55NoSKDaxadOmmJqaiqIoYnh4OGq1WszOzsb8/HxMTEykHeAdHR2xY8eO+Lmf+7l0kJy3n9s81Cww3QxfWpDz8/MxPT29Zrevxp1LK22FyQu33FwkUzyXxbMe8DlqVrYVWG9/1mv1uDJChihmIJy5kqDfZIi854T7BQTSbKWI8GQEFwLEkcc9arVaakt9lqbLoLzeRcQaNw0VDx4LzqNAiqJIFnh/f38pUMxjvpnl564q90hIOHC8zqCXl08dRjg9PZ3id679qy25fogH1cn5oXtNc0dmz/lVW2xTY6A1oXoYJHc6UZBeQlm/z5jQuPHGG+PGG29sWKa7uzvGxsay7x566KH4t3/7t/je974XL3rRiyIi4v3vf3/86q/+avz93/99jI+Pt9yX9TCFHOQWKvdesEzE6kQxtY5BKF1OFBFJWChuIWtDfT5x4kTKAe/p6UmLQXcUrKysxNDQUCKi/v7+dCji4cOHUyaXDk/UTvKckKjSRh0P3GXLQJ6yRrQgZVEpKeDEiRPpyAMuHrfMxBiYREBXnxYnXSo5TXC987seyNHUU7HWvC+tCPCc5qlsIl3pyb5K0dG9LhS2LoAcJCQ0t16W/aAwouBhf70dudVy8RGWFd1pbfGY/MHBwRgcHIyZmZnSpWgShN3d3TE8PBzDw8MxNDSUkkhy1qqYpbs9OS/8hnE7HtjoeBEz1/hyafS+PiggaE2oLPGpNpQppTI+PgrxiFgjUCLKMSQpDUyXbgZnJKZx7733xvbt22NkZCRe8pKXxN/+7d+mOyV2794dw8PDSWBERFx//fVRr9fjvvvui1e96lVr6lM6n2BqampNmdN1xbg212izC01ltUcTtqenJ7Zv3540cRHu5s2bY3R0NLZv3560rtnZ2ZQlNTAwkGIYU1NTcfDgwWR5LC+fuglv69atMTw8XDoumbnpslxy/XbC5W89ZwxBbihdRK9jtBWQ1DO53LTXRDhUn70v3HToglmE7G4qx3+rVlOVwDhdJaNRfbk23ZptVCZXt1sV2uypLCUxXboz6AuvctV438Uo5HbJgWvqFBoezHZLN7cHyrVtpqxq/mVNaKNnd3d3sjbUDwkNZQINDQ3F0NBQTE9Pl/pKepK138h/n2PCEhqkaxca9frqvRrMEnNakHLKIDhdTr42KUC418JjTxTIqqsq+zAXp20VnnahccMNN8RNN90UF198cezduzf+6q/+Km688cbYvXt3dHR0xMGDB2P79u3lTnR2xujoaBw8eDBb55133hnvete71jz3yXBtpll5fcNcbi+vQFtElM6EEQNU8KwoipicnIz9+/fH6Oho2vGt+IV2kKtv2vmpg+jUvgSEgs0LCwvR29sbl112WYyMjJQISkShtmSp5DbYVY1d49G3OmRxaWmpdEjexMREzM7Ols7b0S7cH/3oR+lsHmVS6ThoakvUEvWtxiMXiWI8Gtvp7C7XeJ+KFUpoRVidbr1et/dZzOSCCy5ILhIpJWLmGis31okR87hsd6OQaTBtlUwoony4H6Eq5sdd664tU0nRN5pj39GsPVI6B07pt5s3by5Z1MvLy/HEE09EV1dXOsJnbm4u9ZFWTW4DJK0JPdf1qTMzMzE7O5sC+XIpq4+iW1pJZPYck+KVdOHlYqXiBeQ9escMMyY6uIDQM95oSGFXFEVK59f6pxXbCJ52ofGa17wm/X355ZfHFVdcEZdeemnce++9cd11151WnXfccUe89a1vTf9PTU3FhRdeWFm+kXshx0yqTHdfzHLVTE9PJ80jYlUT01EeyuqgO4a+XScqEbImVRlUIpCBgYEYHR1NLgr1zU3jXAyAbflC4SZBZXlJaPCOcm0SmpubS0d0R0QKSh4/fjzt39AxKDrgke4HfueuDDfRqUHnhHlunnPjPFfg2uLpABe4TrB1JpOzhv23u0e8jZxy4Xh0t4d/kxN8rVj/pGMfhyt0EmweTJYw1cZZPy7D11sjvAmY5UTGnFO+iCPHI8eouaxSaHJegKr5ys1vVdveVwkb7hI/5+4pwiWXXBJbt26NRx55JK677roYGxuLw4cPl8osLS3FsWPHKuMgulrVgRMhEHIaLVoSgJi6zHMxKlou1MaffPLJ+O53vxtbtmyJLVu2xM6dO5N76ODBg/HDH/4wjh8/HqOjoymFVndtkMEzaKe7N3p7e6Orqys2b96c7tbYtm1bDA8PxwUXXJBwxZQ5apDShKihONFoLLynQcc/aw+G3FO6eXBhYSEmJiaSZlKvn9pg9eijj8YTTzyRblmTy0y7eJXS59YZcZtjWqo/52prBZpZGI2EzunC0y2sZMUqqDs0NJQEeq4tuSrlwpJVTK1f42WAlymcmlt3KeXcHwIGeYUHP+6bzFp1MOgtLbm7uzu5dGlhyvKcnJyMubm5OH78eDpIVGXo7pGbldl9xAHxR+GjA0lFt0tLS+mOe6XL5u7SJs7oyvMspxxTplLkrj2nU8cdeRjnRzgQSKhyrtWex1VagTMuNB577LE4evRo7Ny5MyIirrnmmpiYmIj7778/rrrqqoiI+OpXvxorKytx9dVXr6tul7p6xnet1uGChEA3DgN1YroiFDFI+VS3bNmy5hwcpg3Ozs7GsWPH0p3DmlTdgtbRceqeA/l0pQ2oL2QCwoNnoUSsEh1Pt9QBhMqB1/+6AnRpaSkFHrUXZGlpqZR1IWKUP139kmsrh8cqTc21tjPB2FnveuHpFgqt0GeO0RPELNzdIQZKJum4ZwZglbbPflJDplXsbhXPvMppz/pfdeg7KhIqX6/XE01OTk4mhYYXlrGfbimxrioLrUpx4RgpkIRntZMLeudwSYtFdfOQRLdqeKSIK3/eL/VDQk+8RPyCwk74kGDWWH3jYBWsW2jMzMzEI488kv7ft29fPPjgg+kmu3e9611x8803x9jYWOzduzf+8i//Mp7znOfEy172soiIeP7znx833HBDvPGNb4wPfehDcfLkyXjTm94Ur3nNa9aVOZUDag+55/rbF4q7RFwQkRkWxWoao072jIgUQO7s7Eyb4Hbs2BGbN28uZR2JUSul9vHHH09uIBHQjh07EpMYHx+P4eHhtAs2IkrCIyJKKYMimoi1gUAG6WZmZmJycrKUDXXkyJE4cuRIIkC+Vx3cWKj6N2/enNrXOLTAldElnBE8DTPnU3etV+XXC83M+PMNXDN2/Ek7j4iSQkK/e0T59j0yGP545g7bIBNkNpJbzvLdUxi5S8QVMjIrri/1Ue3q9GbGKaampmJmZiZ27dq15iSBXP8bCcec0qh4Gm9MFD1qrMK/rH/PGPR2OCaNXQqmUnRlrVBoCM9UEDhfPv+0HGlh6KgZ1akYSyOXWQ7WLTS+//3vx7XXXpv+V6zhda97XXzwgx+MH/7wh/Hxj388JiYmYnx8PF760pfG3/zN35TcS5/85CfjTW96U1x33XVRr9fj5ptvjve9733r7UoCTpKb0K4pacLIRLgYlB00Ozsbe/fujWPHjiVGr4Wr29SUyaLb9paWlmJ0dDQd6rd///5YWlqK8fHxeOihh9ZkdRw9ejQmJyfT3Ryjo6PpHuFt27al49kVJxAxKEhOF4NueSuKopTloUwvEdD8/HxMTk7G1NRULCwsJEJSoLG/vz+NVwE+uQvkAnHBFLF63LSuvu3v719z3IproZwjXanLw9lyxyacDrh53wo9+QI60wKGuNC8RqyerPrAAw8kZqG0cB5+KeGgTDe6S8jM+bfWAd0dVa4cMUlmOEWsCgNaoAIXTK5lkwHTWhKDEy0MDAwk15vPj24aFJ5ktWvsHR2rR/m7Net9o/I4MzMThw8fTt+vrKykDbiDg4PJZaa2hQvVy9+u3EWsXr7EE7DdMvIkEs2vynMcWkMUJkVRlASD8KE5Y8xmPTvC1y00XvziFzeUSP/+7//etI7R0dF1b+SrgmZagwsPMVl+S1+iiEDWwMGDB9N1jQMDA2nfhTT2jo6O5GfW8QYKJB8/fjx6enpiamoq9u/fH48//ngpN1q+56Ghoejv70/3adTr9dKRITw6gn2k5qbMBxGJCJSLW24oxVCWl5cT8Uqz0sVSusNc3/f09JT2sJBoNX5lkkho8UpK9j8XVOUCZ1ku9NNl3FyIjQRHziI9nXYblW/2zq1fzdtjjz2WcK75outTjFG0m4sZVWnhfM5kDccZf3xu6Bd366QK+M79+dSiOzo6UoagQGV1rbIYn465oTBwJs62c8IxItLeI2X4ySXV09OTsgRpHVHoef20GASudNG1xDnSOwWtxdhzmVcUPHrGjCqVd4uI1kkr8Iw6e0rAxe4LxX9zEdC3Kn+9LoHZtGlT6VpTBYw12QcPHozHH388Hn300VJ7Yr46AO3YsWMpKKyg986dO2NkZCQdM6JsKbmltJC1MBSHiIiUoy4XmK7MzJniik3MzMwkq0JCgCb+9PR0clepDWaCkWlI+ymKonQRkeI70oy0IDo7O0uZVRQYTPvU2VmnGwx3eCp1tCponq52NR9iTtynJJpixpxvNqUA9pv0arW1fvSIVTcWFRFnKtybQRcJy1FrJ43k3FNk2NJ01XcpPwp8Hzt2LLUh2ujs7Iz+/v7o7++PycnJKIoiJiYmYm5urpSa7DEHCg9ZCysr5XOa1GclI5w4cSLtS6rVatkzvjzWmGPmdAXKS0HcCi/+t/CodZpbG+76W1lZKcVK9SPFVHxICl6jK5oJG15oVFk9VZpUo3qciEUYQqqIiwtYkzg7O5vcOnQvREQ6Fn1gYCAFlCUwhoeHY2xsLO1rkAtIR5+7dkVtgAxC790FwPFLA9N4/Gx+9VuuAOV4M7jqZjHLE4/KqOLznIYq8EBvlZbfylw6ztb7fe67Zt+3al00E0D6oSvQNUBnKu6KIu27Bu3/09pmO05rVfjIPSdz9v5QQxYzUz2iJyopylii9cO9FqQvaeQeV2Gfcn3lWGjN8+gSd5dSkOayzRwPrJ9M3IVYjj64PvW/Z8VV0ZS36ePUWKrwk4MNLzQEbm41AmdauVQ0BafFFHV65tLSUhw/fjxpzZrIo0ePpiszmf4nzVoHDcpX29fXF+Pj43HJJZeULnU6efJkzM3NlTYNurYhouEuVS0gbpDz49Ol9Y+Ojqbd6MJdFU69TWVh8Bhs3So4PT2dFvrMzEysrJw6CoW+btXnsQpZYhoHd/+ebahikGcDRMdyFUZE6bRjgvCoYK0fc+GuCNFSri7e/iaLlsywKsGCwiGnDOSsDrYjQaF6qQhRcGh8RXHqCB4pbLOzs7GycirNuKenJ+0BomuUSlROkKh90pvimowb6ewp4lhzwDUvfAnHdLnSVcXztbhOq+ihs7MzWYmKh3BjMNvMKWdu7USsehFc0W0EzxihEdGaH7qRxkRmJcIkQfPYdNcUdLJtxNrL4uv1eso60mQXRZFywPXjwT7+cHFRu2E/coua5jZjD1ps7nrSEdl0bUjbY+aG45I+dZr8uoRKY5LmrP6J0CXsxDD8hFHOU6sa0fkAOXprZQzy4/t+FaU9C39iGKJdzhGDwCoXsTbdlkK9Wb9cO5XrlUer8ywjt+Dd4vD3GpNcsPopiiKd1cYEELqEFhcXY3p6es3mP1e8iA8P3quMaFRrnoeVetyCQFeh6FjrS/PGtcL2PFDtljm/VftcR3zmc07ewD5SuWj1wrNnlNCIaH1/hoOQzLxmMVIB3TXKWBEh5YQGzUmlQcrS0GGGDHJRq+JYXGPUQnEzN7cISWByGWkD3okTJ0qbqJT9JMGm8jz+xBk/tUb9iDApNNSuFoXGoLZ5uRUF2enMaY4JqJ4qpYH1V2l9Vc/IgKv64+8aWTPClZIPqNXmArgRq/NLTV6Miqms/DYiSnUTzy5E3I3DOZLQYCoqs6xc21X7dPG44FCMgzuV6bLl3ie1oYM1tc/JNe8qvAkPAtKyGCmzAFnOv83tRKdixPnj3xK4jDOxv76uXOhxfDl3Gd2ces8YjrueG8GGFhpOyOsFTQYlrzQLMTcd2a3MKFkhuqO4u7s7bYpTgFLErTTV6enpOHbsWMr00MQrznH55ZengLby0RUEpXUhYSOTWUyWZ/wza0kurIhTbrKLL744LcIDBw6ks77EoLTvhEFW4ZlX3EqY0nISHiVs9I6p1hq78CSrTu4EaavSmP1a2adqYfhizDHE04Wn0/qp1WrJfblv377E+F2zJYNaWFiIw4cPJxqo1Wqlbxq5j/S9GAeVlYiy/54bB2kV6BgaHnjJ+l3hUFaUGKWuPlZyhtYh78/QFbDz8/OpXrnwdDWyFD4xexccLkD1nBab6tO6p3Ds7u6OLVu2pN3ryrKkN4AMXsH9Wq2W9pkIH1RKKbRdSWK9Es7aG8L9O7m4hXCtORHviVi9K5yXObUCG1potAqtmt6aSC0MERhNagkSaQ5yo3j2CQOZMzMzMT09vWbntxbb9PR0DA4Olq5S9SCkCFACgy4GlqdZS5dVvX4qjZcZVvV6PS1ELcrZ2dk1hCv8URuia4tuCDF6j6doDMKja1DUsqgFnqu4xpmCVoSLlJf+/v7kFsm5WGjpKdvPs2oaWVn8X3OTS/n08i6AaDnSAq4ar5gzyzCWQUa2adOm0r4dCQV3YYqWtJ8qRzfEn1uWbi2yLQkgKphVlps/oxtOlphnUxFP7EOujVxKultz7KuURPINrWOV8/XZDDa80MgthvVofZo4Ea1O1Ozr60vBMNXH/HcFrDs6OlJGFH2L9Xo9RkZGol6vx//+7/9mzWJtyNu+fXuJIHSa7OLiYtqjMTc3F1NTU3H06NGkeUWcYuRTU1MpKM4MEroparVaut94aWkpLrvssti6dWvcd999MTMzEzMzM0mb4nlUwtHy8nL09PQk7UQZLEVRlDYVSZsR81H/ZcF4Fpabx3RPCU9Vi329kHNBPV3wdFhC/L6rqytt7NRGPrZFQc2EBmnqdLG4EsDywi2tbc4htW+VF/OjW0bPPeVUbUpj13PFWyLKqb9y0/LUYwWk5R4uiiJdCcBvxOR9kxr5A9OR9U70q6xIuqK0xiMieRNmZ2eT18GtA65xT4XWuJm1SEWTFgq/j4g0J9PT08mLQNzqmerXGtY9N7Qi9VtKr6ydVr01zxih4b7GXCZAbmG7JSHEyzxVxpHKFkVRun9bZzPJFTMwMJDuvdBNfLnUPRI3z3aKWM2MyLXtmoUWii5iEk5yQTISd29vbwwODsaznvWsJIx4HhVjDrVaLTEtMRNnJPrtcQ3dfaKNhAwMarFHlI9C0ZhasTLcd5uDpyos3F3g7TpdtSpAGpWRa9GPfmBwm+6jiLVaI33m+p2zAGixuIXp34jJkdF7GQbqiY8cHp3pMnAvLVmWF5kbMxH1nu4X0X1VRpC0f7XpMZ1c3I3lJMAc724BUmjwOZUsAVN6pRjob1o+jjtfA6yfcVj/4f6MVq2MiGeA0IjIB7fc3Kz6jn8r8FWv19OuablvIiIRqnaG12q15Evt7OyMwcHBuOCCC+KCCy6IoaGh2LRpU8zOzsb+/fvTxPOCo4hTzGFhYSGd2a9JXFxcTNo/CZ+MVYtYWtjAwEDJv+qBSC4I3XXxUz/1U3H8+PFYXl5Ou8WpAap9xnX0P32hInInWsUvhFcJDjE/jYM72BVHakbIrWpGpwvOWNcLZByqr4omfeEre4qCVt9qTumGiihfvuQMyOmA/XJGRwZeVZ4ZdN53Hk+hdnNpvszAoquTmXsq193dnTb8cS+T2pd1xXZzwd0cDkS/2txGVxsVG8YSZOVo/TFzzXHCuVcZxQelHElAsg7epOhKIK0X4VV/05qhJa/3ioUKlxLyVQLWYcMLjdxizmk0LO8mpBi2Fop8gGLwzDrQPgXtRFW5gYGBeO5znxvXXnttYshHjhyJ+fn5OHz4cGny6vV6DAwMxMjISOzYsSNGR0fTcQXSbB599NE4duxY2nMxNDQUs7OzianX6/VkOsv3TcJcXFyMQ4cOxf79+xMx8L4BusJkKfX19cXIyEiyelReeKnVaqWNjSRe4da1KprfEogHDhxI2o0Ejw49PH78eNKwtbt3vQybmvK5AjJY749bt1z0erZp06YYGRmJXbt2xdTUVOzduzfdHc+yKi8QfebGrme5jWHqh2hL+5JyVhTHQKtYmrGuL1aKN4Wn90vP5BrWkT3U/Hn/t8ZLdzLpUAJLtOX4yc0BLTX91nteCytGrjUva1kMX2vGNXvVSxes1qCey3shb0dRFKW1Jjy5BUFljUknapf7VfQt04i1RnkgajN4xgqN3P85gpWmIKS6lsHAk35rYSolUprP6OhoXHrppWki5ZphbEBb+Lu7u2NwcDB27NiRCEZ+31rt1Mme+/fvj87OU/cM7NixIwXOKcSkZdEPqzFMTk7G8ePH03PexCdc8FKlWq2W7hbJBaGp5bpW6toOcSXQ2HRsuqwVCcVNmzalwx6npqbSxU5ni/lXMUiNy8v6O7foqsqLSTYalyyNrVu3xs6dO1NmVE5osF4Ga1XOBUTuO2ro0lbJ8KrGI0HD856o5ebWnPdf/RLTVP9FL6rfLU+5iRiTzKXGVo2Xgi9i7SVmFKIMZrOPjB3xPRNQ6MoVUJnS2MnoiSu1HbFq/StWqP5JaKgPbEPPPGaobEXivxXY0ELDJzi3IPgsR6h8JkamDVR0l3Dx6AiQ0dHRmJqaSj5+7RqVdNe92qqrXq+n86S0+3lycjJdPDM0NJQI9fDhwzE9PZ1Orv3xj39cOjCwXq8nLWtmZiZGR0dL6Xdzc3Px2GOPxcMPP5wIh7tb9TdxJyHpAiAiSvjI4ZzaGRlG7jwbCUfm3B8/fjy9X1lZSVaGB/V9bp0ZN2MYZwrconB3Dt9xYUeUrbaI1cXe3d0dz3/+82NsbCyWlpbiscceS4qIlAX9TTqlX5/vNTe0BClo1LaYijN9CRP9rfK+j8LjXVWgMbP/ivUxoYTCjN8q2URp77wRUsqgmCXHqj7Rn0/FkAxW56r19/eXToL1TD/uC1F/5VLTN0xTZx8kaDkPeudzwPe0IMT0mcVJ1xNpUHEyHp+/HtjQQkNQJSzc7BdUETIXEjUiul8k5bkfQgSnjCNlMel6VE4c7xlfXl5OR6xTixQTlTtC30nY8NyolZWVZC3QrH3yySdjcnKy5CLw/Q8MdOcEqvtOiVeau/4dy/qeD5bR97RMZDLPzc0la65qHs8VNKKfiMbprTlBkgPhp6+vL1ZWVmLnzp3pfhJuuqSwzwkktUXmwjb4twu2XD9zY9cayL2vGmNOkPrai4hKAaQ2RfvcCEgXEMdRZR167M/7Lxewxwvd0iaOuTaYiKIx5dacvADkN/pOgo3uN/bX40ON5scF6HrX1YYXGrlFwKBPI4Hii4OTKYKT60dlpT0we0NB2/n5+Th27FgSGkeOHInp6eno6upKRH306NGIiKSRcfLZDs1xEQO1QQoqWSNiuDMzM/Hwww8n9w4zkaQt5TJrGKCOWNWCuBGP2q20q9yGMGpQGo+AuHXtXKeKTkxMxMDAQAwODrZsNrcCp7NInmobrQgIp2PhTvGqn/mZn4m+vr546KGHkjKiOJZOdI1YDeJ6kJTt5IQbmZwzpZwwcWZJYeXMVN/m8MS/+b/WAtN7uWFQTFR3Xohul5aWYnBwMKWOq263hIUrBrDZJ/Wns7Mzenp6Yvv27XHy5Mk4cuRIUry0+dbjFhw7FTP2g8eSqE3FbZhyLqElgai1wKQT/kihZL3CC3kArSuf/2bwjBAaVVpdFbi0ZQojXUDck0DCmp+fj+PHj0dXV1ccOXIkJicno16vx7Fjx+KBBx5IfTp48GC6+Mgnie17v8UwXIsXkYvomZk0Ozubgogcj0xQair6X4xf/aVPWP2QFSDg4vCMjlxwjn3nmN2C80XFDV6NrMb1QjPmfSbqjajWwKu+01xPT0/HzMxMPPTQQ/HEE09ExKrbgtd1yjXDjDTVIybizJ8uLBcauXGRFlxYiMHSndRoHbrlqr6qLzxuh+4W7x8tZikwzjglgNzt5YoixybXlVxuUpqUCq09Sxo3k2aqrBoCA+EuFNUvurzk2VBfebwRg+76XvPDOKa+VV3aTd/KfBE2vNBwa4HPcppSRPlsGff9UnMWATL1riiKdENYvX4qNVepsVNTU/E///M/JWvBzV9qIDkgM6XloYUp81uMQn3XnhKm7dFXKuuJi3VlZaWUdcWxq4zjkovMzV4KDWaG6D1901VasOoTYedSNR1frdAIy1LR8HetQKttVlm6rMc1dn6vs5SOHTsW+/btiyNHjiSG5r/FUD3+lnNLuGuDygPnPCfY/Blp29dTlVXjeBGNkGa07uhiIqMXMLWYNMO1Q+vZ6Vd0TxxFRPL5Cy/K6JJAkzDx72RRVykJescx5N6L/7iQEB+i9U3rxpVh3ivCQLjwpW9klbUCG1poLC4uxtzcXCJaIVJb/33DmECmnjazUSuZnp6OWq2WrmalKUxm+Nhjj8Vjjz2WMq8i8v5RLWr9TWbi/aJVIELmceHc8SmNRxrR5s2bY2RkJI4ePbpmofGIbRKUWzmq348qIaGRoJ1YmZ7IgJ9wwEWqxaf+K3YhYdzT05MIvRnzPV1opFm1qnWxfFUfXWnxd84wFOuanJyMBx98MPbu3ZtOAqBSwewipZ8qo08auOIfEavWpTOsiPLhmq4kUUt1JY2CwpMleJyHKyCkA9HcxMREOumYwDacsVNgSDFiIktOMaHVQjrnmtSJDBIecktJkNCyXlpaSs/pVqNrV/xJ49AaZixCwKuVhWdZcUpB57gkGHj1rRJ6pqenS4JV8yK89vT0RH9/f0o8aQU2tNDglaR0bbjPzs1F5lTTJIyItMjo4vGFwr0ONMn1vso8JRGToZIRO1DwiQhzKYbMyGL9EeXMp5ymFVHOmhERq1/0r/pYKBzkOqOWxLL6X+3QBbB58+bo6OhIe096e3vTBkhCI+bcKlQJBM7HmYBm/eZ8yG8+PT0dx48fL2W7eV2cL+FTDJRMW22IsXF+OO+ibdKSW0PUaElXKs/UTpVXWxQyTIYQHfP0Z89S4pidHtUOrZ1c+VaEuOoRw5fgZFaZxka3GoWy8MC01tzaZb3Et/O1iEhJM5w/HZyou+GldOioIxe4wunS0lLK7lIWZyuwoYWGdm0LOInUmldWVko+QCGQGRciejEqZ/60GLSgeHGQtHhq8CQSaffMJnIz089lqtKUvHxEpEvvZWH19PSkoLe+kbavxUicUZvkwYS+MHmWFN1oNKEjVtMLc8E2WUgy8Ts6OmJ8fDy6u7vj6NGjKWsod47QU4WnQ+icCXA32crKSik+RTpluYhyUoUrFmTSVCLI3MhMtFtYjKcoitK8qjyFgf7WXMnSkeWstab66c/XWHp7e9PRNnJNKYNOTJF3gbt2TvzpPRk1adrdMS54uP6EN90JLuttdN9cbgAAQQpJREFUcXExhoeHU3nuz1AZjzVondDtpfmVkOQGQcVz1F+5K0kD4lla61Q6RBMu8IULCWelcf+fuO5VjJySXc9FADIhqcWLGHxS9Y6Mxf92rYeTImBWEIlb/fD2VY6aPheya0Ykglqtlgha6bldXV2xY8eOmJ+fTwtP34uQnIFwVyv75KDvJJyIVwbqaMILJCCGh4dLfuHOzs4YHh5Owk6CRXPXiobO+fPnLnifKlS1R8jRj/eJWjvf60fMVUKe2rzqcKtQ+Mz5qP1bXxNSYkQnbg1XaeaMQ6ms6IpjosvYGb76JmGysLCQhATXud6LvpiJp7okWHyeKATUJq0s36PE3/xOd+FIwZQrSDEE9lNCrCiK5Fpi287o1QcJWrfmmBhAIeB0pTFxrt2SocK6HmVqQwsNLRBNqKeMCTEkek4YTWSV57f+LJcZIU2e7XjmU0R54ahtLlxJfoG0SmnsImppk1rQYrA8lbanpyd27txZ2hFOk9tNd2k6c3NzpVM9c2a8+q0zkaRVaj7IENQ3WjqbNm2K7du3p+wTPRsdHU0aZ61WS2nNzQKG64FWF0Vu3K1AFVPNCQ6nVx+nXCOKTbhLSXXzJ2J1TbA/OVp2ZYnfinGR0eTqY19XVlZiYGAgarVa0rJpaag+adliqqI94UnMd2ZmpnTfCoWRW1JSlGjp07Jivz2Wx+QPV8qIV6577dcYHBxMQkRzNTU1VRK49C5oLpmQImuOri26nxgDUfKLymssdHk5CEc8YDGXkUhB1ww2tNBgilvE2s0zEWsXMsuLeHT5EQmDGgsRrMlxqS2C1uTWarXSRj7fzc0gtpjn5s2bI2I1r3p5eTld+TkwMBALCwsxNzeXAl5yR0VE9Pb2xtDQUAwMDES9fmrnucx9T1WUFnPy5MnkL5eJ60E6ET77LtzJ/ywgE1J5BbhF3HJR6MA54YBtcR5bJeTTATKKswVUXJypkS6VqCG6YjA1V5705xZfTtGRVcH1ELGahEH3IpkY4w9qO2I120hl3LWYs7DJ9Mj8FQeQy0VrgSe2UvA6c6dmHlEWFqJxd8Fq7MRtrVaLbdu2RV9fX4yOjibrWGc8HT9+PBYWFtKR6bpKwVNpc54C/SYvYXnNj2JbWpNSdHluFHkK+VRElA5GFWgdam3Ssrn//vub0vCGFhpO8A5cmAw0RZQ1h1yWlQiNlgknk22oLzr/X3XJMuDCUB1immKgmzZtisHBwYhYDdRLaHR3d8fw8HDMzs5GvV5PJ4Ayk4MCSASk5y40Ik4dM7KwsFDSZvSe8Q4JYPphNV62R1wIpyJMldfYmfpHl5z6kVtopwOuEbfqrmrWZivCplVznxYw26aLxV2Y/IZCyDPayBAiosRsSde5flBByGngHrjlN5pLHk+R6wuTMgSiD7q69D1pSLRChUNABdAFq4SGPASuABIXEacUSh0uyuy05eXlOHbsWFLwJCQZh2Kwm+NzJdTpUvMotzPXscYvwUXBSSGgsTBz0xXf/v7+Ut94snAj2NBCI7d4qxgFQRqs+zdJNHKN5ILS1LKVndDV1RX9/f0xOjqa6tBmOx7lIQujp6cnXW8phtzX15cIm9rDpk2bkjU0PT295gwcBSrd7NV7d4MsLS3F5ORkTE5OxqFDh5LPnDvCJUA1fua/O1OiZku/LJmIEzOZqrQcJiQI52R0VXN8tuHpcIs5s1S9ZHK85dF35/vtiKyXTNM3lbItWnH8WwyZ37rmrmcKeDPGpXdiQt5HWkYSAPyb1ibHxXiLnrF/+t3X11daE3NzcyVXGdcaY3w6nZf7RRj4Vtywv78/6vV6uiCrq6srxWC0Nuky0hqg10LzKaHQ09NTSpZxwcCDGVWHHw8vPEqorayspEMMff2wD7IMW4UNLTQi1m7uo8nmjInETyQyyOjaDaW8ECuC8Qwf7ZdQO9qNqW9YP/tNBivNQQuxt7d3jXaZG7tyszl21xRposvVpXLMIc/5z93t4dqvuwfo3tL43Y/ugthdja4J8zv+Xg8Tf7oFTs56yb33v/V/1bySSZOWif+c4NFcaj6p+Xs97LfTvqCRYqa26FIh7bnAr5pTpym242OkdSD8eBsemyGtOl/QOIhnWjSkT7XFneX6jkKC4/c0dpWXG07Pe3t7S+tPTJ3jdgvcvQhSNt0apGLcaB5ahQ0tNKhhRKyapZTW1NwkyalBaQI9mE5NXZcu6SRWXS4/OjqafJqS6lu3bo2ISNo8U3513/HKyko6AkSpiG7RaMPbwMBARJy6atJ3+zKoNz8/H1NTU0nzc4JnZsfKykpMT0/H5ORkaSORtCUSovDH8/59IcqVQA2QPlgJQVo9NKulcXnGixbd0wXnykLJCQ7hMbdgRddy7xCPZEg5UBo4N4V6UNhdJhT8nENnMi74pQ3TGhKN0HKgJe9MjvW7FSuhRKtJ61X0orrUBmOEVNhURn+7Ne34oBtVVoL6rk2WuaC7yuhbClX1RW5bHkAqK0ff1mq1kvbPDXpUjDk+F3oaC8fkcypaXI/g2NBCQ4vOJ9wlac7U1aSL8IRQEVcuk0kEwIAY2xAxkLFyoXAyeZmL6mFaoRi5yjMjS3WrD7pFTIfYyTQnQUuIibjoeqKgFTE70UoQSXtjEDVnofkz91/TPBazog/ctW3N0VOBXF+fqturytI43bo0Xrl3RHt03TjNs00qUhyjGG5ErLlwh0zIGT3ny4PW/I5t84eWgepzi5aKBdd0zhrgewXMKQj1nIqY1jnpKZcg4IxdwlpuKcUNtQZ4coJ+hFu5reReVr81TuGMm4M5X67w6Z276DS36jd5mwsC8h/iQPW0Kjg2tNAg5DQjIshNtIgoERGJMKJ8uTwZOTUIEQO/5/n81FhINGLiyoyIKGvVJC59l4sniDClpTDLQotTBLW8vJyurhXhsT79zw2LrqWob66Z0sytEtjUjAQ0zxXT8Plar+ncCqynzhyDJtNsBk6DXqczb/6Q0ZExsw9sg3U6vfN/CXzHd0T+0iB3M+bGQsWIP0wycdyJaTHYm9OEKQwI1JxJy2T6YuAar4+zSvv27EHupxB+PH23VqslhYtxSz2ToBSPoGfDswQpYLkXjGuIgjuinErrfWN5tuHz3wpsaKEhguWCoKbBd9wURF+xiMMDhu57529pgcrXplWiNEkKn4GBgRIjELGIqDdv3hxDQ0NJ01O8pLe3t0QUsiqUC85J5w5Q/q82dayyFnNfX18yjWkViYHnNBXi2P3YEWt3lK6srN5FTmErVx2Z2sTERExNTaX0XmdcjWgg18f1QqNvvM4cU27UJwEZA5korS39nDx5MrkKFbQlo6E2SStOdC/8Mr1W/XWN2+fH+09FQG0ysEzaURlq0RFlS0FtyCImg9WaXVhYSO4v0aMnr7B/SjXX+tH+IQboOzs7Sy4xn3um4TrIha2Mw3r91KkFrJf7abhrnYJWdTAeoWC75oFCQKBnPKqHCkVElOoQzjkXAu04J/1SeDaDDS00IloPhlLA6H8nvlwdNIcJWtj89sSJEzE1NZUmlJqEt0utQ1kQ+sZjEjkGzf7RZ8tFldNENR4tJhca1FL4ndeVww8XG4UvzWYKHtbHjLAqyDHvpwq5hVJlBXhZ156dvnLPc31vJpSoFTuDdvcdGbwHYNlWVTm3GjQ+d13R+nD64g+fO35J3+x7RPkoD9I3xyxrhS4fWvYCuppUTy62xv5wHrRO/ThzCQytIVonuXVCy8rf+bog3oh3F5ZVdFMFTltVlkcjeEYIjZwwILIjVk1saiw8RtzBA75sK6KcrVQUp3aFHjlyJN17Le1OfWDKpALhvb29MTo6Wsr95gKQdSBhkPMXqx25Mmg5qb+eq12r1UpHO/tC93N5nEFIk6JlUqud2s0tcAZE7Yvz41qTu+FOhx7OFJBBu4af6y9p0sGFhuM3In8UOOcsN9deP5MP2G93z5Bxy52idPKcAHBmQ6s9IkpB6ojV43zof3d80kLv7e0tncOkb4gDtVOr1dK+JM6Vew4oOEiXTD11ZbBer6cDNbUuVJefbOueBPIi9ZFuMm1Y1FxKCAnXxBmtQwo+8Y2cgkrc+nElVIy4a70VWHdk8Rvf+Ea8/OUvj/Hx8ajVavGFL3yh9D6nbdRqtbj77rtTmWc/+9lr3t91113r7coa7VrPPKuB73KauO+A1gTomWtiWjRyB9ElND8/H9PT0zE9PV3KnqDA4jc8VkR9o4bnwpA4Jh4Y1I8o39nNuVF5CsQc7nKWkfedvl4tGI/luHvAj5Zg3RSu6u9TESCnCzltrYrx55i/486ZB4FzkitHbZOuJHcpUdhGlDfn0T0lhimmp0wjt0okwPkd++T0KIbre3TUllvO/PHUUY81ejniQ2Pwb8iIfQ1TuLjryNeM6tC4tFPewRVMrqEcP+Sc0MVES8aVxUa8jbRERZn1urLm9boFVAXrtjRmZ2fjyiuvjDe84Q1x0003rXl/4MCB0v9f/vKX49Zbb42bb7659Pzd7353vPGNb0z/6wiN9YALDGdCZD78RuX1rRi3EMdnKhcRpUWpuriZTUJDbe/YsaOkvXDCKTRcmLnQcIblmq3qo9BgDIeCkG3T7PX2q4Qw29dzEaEsIy5UWTlOsBwf6/c9Bo7z0wHSR+4537kQqKor907PvR3X1nPfE/cu3D0+x7pEqxqDnkurpkUirZ3KDy0DzRkFOLV/tUGapHAQ3as99osCzP/PxSBZv2hB/eHmOYFnGNVqtRIdUdCI5tz6cLpUXRQa3d3d6bwon/Oc8PTkFbWhPmpO2C8mmVChckGdU0r4N5VgxQpdSLLeMyY0brzxxrjxxhsr34+NjZX+/+IXvxjXXnttXHLJJaXnmzdvXlO2Ck6cOFFymegoXzEugU+QykSsCgi5fXiuDS2LiFMI7e3tjeXl5dSuJkSEowWhTAj2j4u0p6cnhoaGSkcMREQMDg7G0NBQCnLyHRcuJ1emsuqXqau9IBGRLoThAiPOFcCfn59Ph8IJGIQVsTphui+YTIICm4KYC1744WLVM2q8ztRahRzTzr2rYvrrgZwgyAmdHDMU5BQE0mZHx6k0aJ4I4NaM73YWw4yIUv6/EivI5Ly8W7cR5QQHBlTJ5OhaUT/kehEdSFN3vJBmVS/pyYP6fX19JSWDNElhQEEki0SnxLqbL2fxaeyKO4o21We3CiJWlTU/Tj4iSi4ipvpzTtxNxGwrKQErKyulQyGpBAvYJ/eakOak9GrvSyvw1BLfm8ChQ4fiS1/6Utx6661r3t11112xZcuWeMELXhB33313SZtxuPPOO2NoaCj9XHjhheldK5q4A7U693vSrcIJdLOSPnv3Ges5A9vuRmDmkuIji4uLTTNFyFQF1JTcauACpTtCwsHPzdHegFZ+quJBxJfPB60NMie3QvTdeoVGM2hkIVRZFo7LKiuh6hv/qXL/cfG7xijXXs7d4s/4nC4dWXHuHhJN5pSuiLWB6pzbif2IWBvnyP3vNMI+sS39UHGh0HPXnPeZ9ev/RjjM4YYu1lzd+vE+5pQIAuvK1e/zw7G60sb/HXfuqnPXMYV2MzijgfCPf/zjsXnz5jVurD/5kz+JF77whTE6Ohrf/va344477ogDBw7Ee97znmw9d9xxR7z1rW9N/09NTcWFF15YCgDmmJRrDHQ/Rax1VdEakXYlszEiUsCam/qEcAbFXfvW/d00a3lwmiwFBfP0PYN7NCE5JgoijV0aaXd3d9psGLF2A6MTCS0wpQEKl3qmNrhwfbNSb29vwhVBYyPz87kgE80JyFagytpYTz2NhIj/duZAARCx1q3pdXnfVCcP49P5ZQp8ivZdK6fbJyJKlx65lUEXT04g+jjUT1rdSn6gW03lOG6ekSS6YDqoNsJxf0FHx6kNrlJktBbn5uZKzDFiNRWVV7BSYSJdE8fEPa0NjVMHinIPhNaa0sndJaW50HrSFbbEtfOrXHqtFE+NXR6IiPJhpTmaonB0l3ROGa6i9xycUaHxkY98JG655ZZ00qmAAuCKK66Irq6u+P3f//2488470yFdBB2L4ECiJyGT2eQEhGs6jmiVjyjv6+A7lWXWU0T5jBr99gCyiFh10KSlEKOAUFkGmvW8o6N8pWTEqVxsZkhp3FqIMtFpklIz4XNnisKLBzhzgUq3kvhDPHkgbr2CohGcjtDxv5stLGc4ZNAsk7NSWN5dDPoh7bjW7HQdUWbi+sbjf2Q4LOtBaDK5nNXlbTYSkFQUHDe5n9w7BudVVy7Q70zax5sTFhFlRTHXpyplx8fnCpLArSatlVwg3vHkfRLevV5Bozr1nG75VuCMCY1vfvObsWfPnvjMZz7TtOzVV18dS0tL8eijj8Zll13Wchs0Wwk5wmVampvSJCqm44oAORmySNQGNygxlY0uBt4JQK3w5MmTsbCwkCwGMgMKG2oHzGrRWDs6OpJrSxfhKKXXM2poli4vLycNVtbEyZMnk1DhonIc1+v1dOSIzuzXVaGuxbpmy4wygWIznFcysHMFOaUjorkgqhIyVYIjonxCgcpWCXHhkQoImZ9nwbkgc0bFMek3maf64XeVe+DWGRrHRsattcgxkSH72uzo6Eib9QYHB1OcU+tDh4dq41x3d3fpzmuN02MGnAO25VYZx5RTeDR3xBnXdUT5SmXGKTluzn8ui8zTa2lF8KRc9c/P9+L8aiwcbytwxoTGhz/84bjqqqviyiuvbFr2wQcfjHq9Htu3b39KbTJbxBd7TgrTh899FPquVlu9EztnUrov0ZmKnvH+C022siZo1tJK0WUuAwMDSUBQo2DgkQxCwcKqPut7aUAcqzQ09YvaqYLjZDByzUlYaEdvRKTLo9imcCJBqyA8GYaEay6uU6Ut+bNmkLMkvL5ctkquDmeOrnn6d1Q6xNxz9MMFz4Cu5puHV+aYdcRavz3nNWLtpUOiCx8L02jVF0+tdXeRaEttaK1wXwHxQwWDLjYqcq7t0yWr31SuyKApZDUm1/Z53AjHRnzl4njkBT7/nGvPjNNvKm+s09PxOaac4sH1xDp8nA45S6wRrFtozMzMxCOPPJL+37dvXzz44IMxOjoau3btiohTMYfPfvaz8Q//8A9rvt+9e3fcd999ce2118bmzZtj9+7d8Za3vCV++7d/O0ZGRtbbnTULzbUUTh7La1G675NEQiLNETktFtdO3EWmBaVyvHWQVoz6trCwEMvLy6VLnbyfaoOan1InCWQkXNQ5HysJXHhTNhQZFRduX19fEh7qp/zAxIP+pt9Z7dPCcquumQaUEyinA6yH/aiyuHKCg/Tl5SJWhYZrlrn+U8snuLDwvrhWzHWR66u35e4Xar8uwNzlqHe0FCk0nKmzTQo30oz64eVkKXF+Grmg2D+uNdZbq9XSydOOS2rxvqYoWHLu7Cra0P8UVKxXv6tohX+7IBducwqkrxlXOBrBuoXG97///bj22mvT/4pPvO51r4uPfexjERHx6U9/OoqiiNe+9rVrvu/u7o5Pf/rT8c53vjNOnDgRF198cbzlLW8pxTlaBbo0IqJkrpNAIsqIl8agS1MU0IqIFLTq7+9P904wCNXRsXpU+qZNm6K3tzdZK3LvMEDd19cX27Zti4hV4llaWkq3fnmcQ39rXHNzc9HV1RVbt25NVgS1OGmHbiVRKDouBGLgEeXUPmpjTOmVJcBFsLS0FAMDA9Hb27tGQMiFpT6RKJUuKRywfS4calnuFuDfqv/pFCBVFkNOUclZKRwDgXXlMlaEPx1dwXrpnhBjY+ahM99cGiUZosZAOqFgUJ0cZ2dnZ0p7pcuFbfO8s6IonxotC5TavtMf8SQFhPuhRLsMgKufOttM41A5ri+5cpaWlpKlLKVIwX19q7aFO+Es11fNNVN0NU4pSxSqOYHjyhs9IXK5yVovitUrgN21lRN6FB7rjWUI1i00XvziFzdt5Lbbbovbbrst++6FL3xhfOc731lvs1lohChqcyzvmiw1DabXaSKEXFkINGV5jwS1LV6DKreN+kFG78yNi4h9jojkSyYxUfOo0mZc29I71zJyGg6FDV1xzhDJwNwKasboqbHS3eDP1gNV9NmKMMlpgfrNxVxVf07L9DI5yyVXzgOoZAL88TlhWT5nu/7e+8X3uf426k+urdxazNXDbx0X3gfSl9MetW2nSYJbGVr/FM7epn57Jpb3x/Hu/eSY1RefC/afz2VBsIyv6yrrk89ySlEz2NBnT5EJRqyaZ9TEBWL6DFrR30phQaGh1FduVFLAq6enp3TFI3eN8ohkalmKDah+atbSzrRxR0xzeXk53Q+uOhYXF9PGQPVpaWkpaSBMZxSu9D01YXfH5dLxVI54FLiLzYWHuwX1t6wYPRfOBRKs9ENX0cB6rYtmSo+YhSslaq+KeebGyTKt9kfz0N3dXUpUiCgHYR3PVBqIezJEj0vxzDLikm4kbtBUzEmnvTrTczw4s5NVQwWPVhHdoRxnRJSekW683xK2slzYP9Hv7OzsGqVG1sDg4GDMz8+ndehKlMr7WqnX6ykDkkqd+q1Tiz0TlHTmLjwXdh7HcaU5p2RUWcw5mm0FNrTQIMJcK6hasPyb/lb9CNE6B58BZ5niys6QBcFL6t23S02SgsoPcItYS5S0iNw1JUFBRh1RPstK3zpxVGkeZJRahE5wHI9w4z53ttEI7/68qpz7iXPjyYHTQM6KaFYHF6fGSd+x8JXDgffD++BWRs5KpO++Stjrf7eGqG3nvmF5Z+D8RkoPhRCz5JzhCSe5+zrYhislXINVQLcdXWMKYmvs7JPWA+k5d4inyikJxfusH9+zRL7h9ERc0p3oc5OzEFg/1zJxSJrJJfPQkhcN8Z4ex0ErsKGFhrs5RCDcA8H3EWuDllxcNA8lEHhkuYSDNiPxJE5NDDOkyIAlMPQ/93d4P7zfRXEqA4vpexH5M7G4mFUmF9OgcNGYc8RIPBN3Ij7vk95zEXm9JGaBEy21NWpt7E/u/1xf/B2ZRzPB4kyIDCiHq5zS4jh0HFQJjYi1l3MRn8S145CMTuVoJboQ5hpw4SQLg0df6LvOzs7EROnG9Y23zrxcyIo5al1QcSHU6/Vk4buwqtdXU1I9YcOtMWaJcTzLy8uls61YRuNTjE915w519LmnYPNgulsEPv90l6ksBYmPk0k5HmDX2Gu1WunUXvanGWxooeHSUkTNe7e14PzmLWeK+p+7U/W/XCmaMLmepDHwiAdlO0VEcl354uFk028t5s6+6ngRxUY04TKFub9DdZGwyNSdKKl5chEIn+qfMqNWVlZSbMVz9cU0NC7iRm2zvGfP8EgDldci0HMuzJwmV0UjnOecMuEau9MI6YY4ysWgcn3KtcEduqIvplAL9/zeLQJ3nWm8pCEyF9ZLa4TfiW5YH91HzIhjGSpFpJ3c/Ghd5oL0qk99YP+oGDJwrrkgEyeO6KolLpyZesILha5ceL6+csqQ+q3/c+5y0raYO/HjdEYBSeuTgofzxuuZ5amgZ0CKscZO+mgGG1poROQzWXxxR6zNYGF5l+x0MXFxCOE8N0oToWwJ1wpFEIyjSGvzbAa27cKFZUk46mfO3PVFwXfOMLUoCM5IuEjcFcDvc3itEtL+Ltd3lmumDbVaJvd/lZZYVT/HkRNIjfrVCB/qC+c3YlXbdaGZUwQ4b4wr5QRY1f/EC5kcLdec393bzgm9HO5z5fhDqzlXj68jL8Mxin6JH8eBC2nOTW7MBLoUvUyOx9ASYv3kAapX772PVKxy/MDbdBpqtm4EG1poSMN1JJOgJT0pqTWZ3KfhSF1ePnVBilJwl5eXk7Do7+9Pi0cBwbGxsVhYWIi5ubkkUOTaevLJJ9MkaRcrDwbcvHnzmpv7pCHIqlF9OnFTmhaPKZCGSaEgcMbDzDHhshFIOJ44cSJqtVrJLyr3HK07ugScQH1eVlZOXYG5sLCQTjyVZUNh6wxT42qk6VcJSzJSuh1daOfy8vVdVbv+m4KZC15tR8QaF4QCsrJW1V/SCXHh1rBOt9UYmOnDk41Zh6xXrg9a4KK5Wq1WWjf8ngze3Uxk0h4fEc55P7364PgjHfk46vXVjauqVy4lbn7j6bULCwvJJUWtX23Ig6Ax6Vu2rba0FhR3Ub3EE8trDNpE7PzKBZbaXV5eXnPjJ60yxk9rtVppD5XGRteV+toKbGihQSBCnEnpf2r9Oe2SribX8FSW5ysJ4a4ROmPwvRi+ozensflvjsEFnDNGjj8X03BckeCqcOr1829fwDntm8/oW6ZgoIakv5tpjs0sgUbg2nmVhZTTyjT+0wHigIxQdbJfEtZe3vsVsWot+liqLCLOeU7QsW7Ww3fUbrkuyIwcX7SUnSn6XFDpoDLi60PMlGuSafM5xu1493e59cdxVH1LPLtLi3jPWVbuGnSayLWTG49/5+vdv6Ervxk8Y4RGxCpicjnd8u9JmpIpkbCkfTArSETowsEZfY7oIqKkLfEkWbXp7h2W99++iKRVuCvBmYRraP6ewTwBmXlOu9Xf9Lm6Bsl5cUFBq0NlJLCJWwrq3Hz7/zlB1+i9ZwdVlXMgc8sJqpxQofbv7TC7hvMiy9Pnju2IDrjJzd1S+puMVe+kxHDDGuMhtPjUJq1bzZfmnAzI+6G1xNMOREPCgWJnPOGV94CLLtQXadIrK6sXedFqUnlnrlUWk9Oez2tunn3tSJjRmte6kPJIi8XTaYkz0pl+e7KAu471jDjQeo0obyxVRmgrsKGFBl0qXBhkrEIUA89agJq4nMbBb2kJRKzdEES3g7JJFDR23yc3DQm0GGke6xtNLM8hUjm5bCgYOQ62q/euvTWyJkRwWrieWqjvJIwXFhaS64xCLodb/V8U5fuLc1o8hWqVoHBm0Izh+3hz5V0LrvqO85kTPLk6PPvF25erSEwr5zrhWD1ZgEFdMhq17W5K3xdBxYNzKTpgTEBrwI881zhIx+62ilhl3GRuDB5zoyzXG/shPAsHdL2IebtWz/HS1U03pX540ZXWtyuROSsuZxFSYeWP8JKzfEmLVBp9zsTTuAa9HdIqcZRTcnKwoYWGm/YUGiJ6R4YWUk57rkKaM1afNDev5Yf2zA7WldOa/UcEq/e5ia9imi4wVIbt5zQmF6Cqiz+ODwkwntnDvlGokZD1Lqc9e5mctuz4q3rWSIBUWQPEdU5Qed/4jr+r+kam7IFY9UuCgC4n1zBdCZDFwHlyQe1zqf6oLz52KQ/8loxKayFHG6pXliwVHuLPvxPzdxwQt85EXTi5xU1cUIGiMFK9ztRJu9yvVaV85danB8fZf+G4CtifKvqksFG9jh8fO3lMq7ChhYZL5NxmIrqjRKz60QLzeyeoTfihe0I600Opkc/Pz5fy1rnIpQFyF2tRrN7sp3J+pWutVksBeS0k1dXV1RX9/f2lukQUTgwiNh5h4r8jyqmkZF50CbhrLiLSXhLh2YWxkgBy88j8fDIf4UCWmDNAlXOTXEB3WQ48KEvNk3Qk4Hxy8Qtnuc2azkAiVlPAicNcCq/cLp54oIBrRCQFReee6ZnGpUuxtL+ATJouERfkao8uIqaz+hxozLpMiSm6ZMi8xCxi1fKhhSHccC3oPLaurq7SMf6yBDQGd9uQxtyq4f4St9SJFzJ8zqvmnPPo1oFwQ8FKS1DldQYWeZXGwv5pTtQ3pm/7pkWNj6n3pIFWBJbDhhYagpy2588ELqFd665iLvw21wZ98d5Orm1njGT0uVx4J2rW6ZqR4ySnKevbRlq4f+9aaqtmLTVqZ6qOR1+szerNWSA5CyM3Tm+X3+Vw18gqqaK3Klzk+ubjETOUIsH2yLh5170LfzIDuqoobHNjo3XjmTy5uWG/vD4XsDmXjtdNd7ArLI3or9HfbJNAwcD3esZ1lxtnzqqgEpPDiWv/WvuOV9KlC0F+q2euiPi6iog1it16YUMLDRGjE4G7rSLKfvqIsjadm3T+9jpUlim7AwMDpZQ+Tw+VIPDjCVSWlgX7z8Ci/s4Fp7mQOD5qIu4DrRozFy5/Ila1GWfKvghyOFWfGYhTUoDHPqihNZqDHFPPCaEcCH85i8w1L1+Azuhz/c4xZDJQf5bDgawECQ3dyCjtNuKUBScrgwHlnFvU4wlsl9aHfpxWXelxV7DjhNlTzJZqFPeKKDNFrR1auT73tIZyQNoriqJUl88drWjPpKQ7i9/l4qPOwPncFVatfaa9VvE24pLrgS5GWWAck/ora1SWJ12SrcCGFhoRaxkHXRkyKVlOCydHcPpek0cJ7hqaa3UKWkbk01gpoLQQvD596xoIvydxVzF+77PXl9PGnACrBKhneHFReGCQY6fWy0wdLTZfRMQ3v81pifydsx44F44jLkwJSvZbDMQZvc8NvxFQKDUSdM5QhFe5eVSHGLpoW0xdbhzdB6525S5lIgF3CDNRwwUcf/PIjVy/c9/SLUWhQaUmp3n7mvG6iT+6lOneEs3wneaL7ji6xTgOFxJqS+MSMFhPRZFz6M9zioeDWw9U1DgmlXUhSqHmtOt8hfP/fybl1pmqmBF9nJpEMiAikmmEesdzdrQw3d8u0MIiceg5++aLnlq3M0xn4JzURlq4flPT58LIEasTFPHK92xb9eYWoX9PQS1mJhxrbDmhyTnNaV05gUFoxOiIb86nC3IKDm+3qj3X4slonHbYD4K0XN+j4YwyIkpleN+JtFb67klzPMWVTMb7yOM3nIk7LVK5cMvalS+B703wuddzV9hoCVEA+BzzmbfFeeV1wwJaJmqTcQYK5FxqLtvIrb1ma1ECw4P1OZoRT8vRSC747jj4PyE0ckxXoAuUXCLTPNfOYwWZGUvQQpmZmUnPtcuWu23dVUQgwdJUjKg+tygif5SDL1jX0tRfBkLZLwUl9cyZM11dubRg759frtTZeepiHj++mj9y5/GMIjIBCmjXpIuiSEdL+8m6Pvdsv0rLz+GegqvKdaW5YHnOQ47ZMSnArQ9ncA6uTPhccfFTOZIiw+uKlYiwsrIS8/PzJbdKIyWEtE16Jg7EOKuEPOfBrWBZQEx2oEuVDFTv9JxB4Bwj1LdKGnGBzW+51yOHB9JyxKq1zQuXJKgZgyKN5/DBNql4KTmEp2j7lQpVCh/7SQGrbzm2KiW0Cja00HDNzjX0nGmr32ScjAdQG6APlBLf6/LFoedef07TYL/9f2oWXr7qO/Yt93crxJEr522JoDVm4acqPkDhmgNnDKo313/vXw6vfMZ+O82wbI5x5xg5+9KsXJVV0qiu3Diq5jzHjFzDJgNn9qAYG9thf3KMyLVnF86qxy1zMnFfCzn3WCPg+mh1TVHjpnB1DbxKeFcJd1/fnCf95jphe81wK2gUVHcBqfoE+psWksZOr4fKtAIbWmi4kJCmUJUVIMamc2ioMdIKWVk5dRaS3im+oXcDAwOpTu75kMZNLUjPuHnI+y0NggyV5r3GJuLQb8VR2DedDeXBuoiy+eqaOjU6+bC9PzxVVHUuL6+eyeUatnCg2AUv36HwJVMhQ9Fi1LzIwtP5VLlF4ovOmWHuN2nA62ikgfv31GqrGGGzPvhz4SMXUPa08FwdFBw6P0kBUJ2aLNphIFbfaDzLy6fOSxMd0pXj1qPmib52F2QR5QC4dnFrHOyXrzG60KjgucCkoBBzZCqygGU5x+yv8OHJBbSKNefCIy2DiChd0MS2OU+cc1oHxCEZvviLnql+rS8ef55Tssl7qjwLDhtaaLh26LnyLjmdeGlqV2k4XPyqw3ei58xZl/45X6LK0YLhOxETFwf7424AZ/56lmufBMg2WYbPiWOBGIUWEjN6iCsKY7rZaK2oLRGvMquqNPUqy8C1cj73cl4Xv62yIvw98ZfDqdfZCMc5QeLAuXDtVs8i1p6WwHGScfq8M0bF9UHBznZyQpoaNcfqykIjvPg4vT2fLxdG3l8XAr6mcmuW42Q9AmaDUQH0sbiV41aFz7fPqXDE3znXVI4ufFOl+uFt5dqsgg0tNCLKi5ZarQsCTZZr2zTPciamLwJZHs4c2YbqcpPXCUQaSk5oqK/6xk1cLX4GQVUniT+n4Xm/HTRuWkr61g9a1DO1Q81FwW4XGLmNf76QeR6Ua5UsmxOQXDz+bQ68bgkv4oNzR5pwXOb60KhevqPg4HMCaYo0w+CsrDP2ibjnzXPeZ2YA8jdpkVqta8nED+uOWKV3F9huvWqcpKmccMrhSs8Vw3OmyJiA+pRjmnTl6H9vl+uCQsP3uDDj0PtLC7uKxp1+c/SY41mcT59r1rVe2NBCw4lT/3MHs8pFlDc7aQFXuRAYaKI/ntq9T2xEWdOjEGJdKqd3vpi46DkGP19I2TX8npoO8+2r3C05k9RdRT5uZ/yeFhqxltl7Fg3LcD5dgKp8jjGpjtyCdzohjXCenck7A6Gy0eg7vvPvqL3rnfv1Scs5i0249X6Qqbq71WlWgXBPYc7RBOcy17Z85H7JmOZQNCKQi9fHSZxTEFddhyzQOATCs59CrXrp6swpdj5/TjN0/Yj55+iEY3TapCLhwog04GsiZ4nxXc56qVrvHB/5A29mbAYbWmhErHUfRaxq2zkmQ8hJcE4CrQs+qxIoZPI5ie4LMacdsK/UnMg4mVXkP669uE/W++RaurdfhSseneD4YmZYzkrIadBss5HpXdU3PnPhkIMcs8wtyFx9XKReZ7M2cm35c44xJ9SqaMv74TTL2IP33/FPpkeFhNaF99mFGPvrwiXXf7cu6IbN4ZsCmcpf1cY3CQ32mWuSiqDPEfuTmwOHHB/wdc733p8czbFP7EtuTLn14sKHB0H6nDaCDS00fFHmzDWVISHzaHJq6SJuaWZkttJ6FCh0bUGXKunyIF+4Kqf+6TeJUdoVg5Fqi2Ymg8AUFLQq9E0u4yuifEyEE7YLFwGZCC/LUd25u9KrdsCrPmo6mie6DeUWcYLO+eRzkGMAzRZ8Vf057ZBA5umaH4Wqz4fozYW+KyMuyHLZLmTqKysr6YIhBc2pvYtx8C4KMnC1d/LkyTU39nEDrYDWp68r0qhoQgFzuXs9pVQgWpXg0f9UDtWW3FKcE7p03WolTj3w79mBHENu7r1u4cDH0dHRkeaDR6fnxqt1TMHJNUeLXvgn/RA/ojOPxbhi1ww2tNBwwdCsnMrqt2s4VdKddbBNApmT6iPhsx7XglwjzzEq1xJ8gatNEnfOcsnhLaepO9BCYhaLMzLWqzp9XBR4uTETqrQfr8+/bdSnZkCN03FWhZdWBFdV/6osmmb9atQnuhOdtqnR5/qfw6lrya4AFUVRioc4/nMBYvbHaTWnAHof2E8yRUJuneXGpn54214Xx+froGpOvP/EB60i4op4IU9RPT6HOaGSm7sq/kO8NoMNLzQ8xuBE18hsp0+vEeJUrzR3ajLu72VKHk8yFYGoPmog+p4XM6mPamtxcXFNCh9jGhHlIFzOPcf2PfNKY6F1kDOxpd0ppVCLNaetqA5nAJwbuUvUliwOErjPndefA2fGVcykkSCpoh1vp9H/EWUNPNeXnJB1aBRA93Lyu3vgVb8l+D2Bgn1zuiBNUHNnjI4WpAst3kfhjIs07f0lkLZdeOmbnFVN3Lg2TiGscfGIHI6Typm3SfoVPhz4zE+a5jtfuw7EGWNHTjs+tpyw0Dzp8rlWYEMLDQEnVaDJd22YjDD3TEAGS0kt14u3T7Pa3Vu81EXtsU1qS66Jq4wHs8nEPPvEtUtfQFzQruF58C5njbiG4wxEUKutxjf0m/jMadmuXbnQaAQ5xuOCzMflkBNUuXZyArJK02ylr/7MrYPcPFYJ1Rxe6Raqcr3lhLp+U7OOiDVuJBc4rtXznbu/Ita66KrwU4VfCiiNR7+dIXvfmEjAtcdntKKYeeXuKiqgPnaOg3Pq86X+uiDn2MlrfFw+9/6drwd6K1qBDS00qhaKJiPHTJ3xiiE7oVMyu5+SQoNn08hf6JaPCMsFkE+gt8Mx8HvPoMllEPniyQkZvXftM2em+0KjkMkxUX5HXzoXYI4xNDKhq+onNGIsXq4VQVTVT2eiepZLnW6lLn9HRYgMsFH/cr9Jz7lNcqzXhbkLDZYnc6Rl4ZATwPLTO4NjH4gDf54bdyMFgP2mEpMTGv4dy7gg9xiGcMSx5NZ5bp3m4p1cP7nvXNA638vhqkopaFXZiXgGCA0xIScad+W4RqNsEiFdkyCrgAceRqwuFN497HVrQ5qb+GQAqot1uoBSoCwXRCaRU4sUYSp3nOY0XQvulnCm5Ln/roFWCWiOS+PVGUERUXILeFowFyKJ17VEuv64QLg4G9EKy3swk/RRtYDcBZErl2NkOYbHOj07yJmD41i45cVM/qM2GwmKKs2SWnYVs+O8yRXG+kSHtDDZrr5zOqRipPlyC5x4Ic1pXj3LSa5dvfM14y4ruq1VB119OSuJc06exGw1d3dWJVSQdhSQ9zWvfvA358vd9r7mfA14CnMj2NBCw8EZTjPNxIWCGJpbBv6eTNQXPd0AHivhb/ax6oeMMNcfZ6BeJ8dKjT+HC6+HOKti6C5Qcn0j7nI4WM+cunBif/k7900jcA1/vd83qsvHkKuTjL+RIGJdPn8uzJtp8V4f23L64bfOMJ0OBXTbNOq/yrr2y/bcfULBzvpc86fyxPXrChT7pudO0z6GKvrlWtP/VUHqHD3n1k5Vex73U52+Plxo5NxRjZQlhw0vNCjNu7q61jCS3ARoInWZjbQkT/ckckWAEeXzpjQZ8/PzEbF6uiXv6KgKQjnj5cUwnZ2dKQWXmpFPbiOGpLiOIBcY9d3zOaaUS6/0/jjhe52aG33rOKhyb+TGSy3JXXXqr8rShM8JKxea7m7g+FyDFfPJMVgvx+fevvdVWrqf58U+irlxjqgUKKWTeHJlhONxbdWZuAt8pVczMYRuTdGv3LakPY2TgW2nbdXN/zmWKobJNe9zp35FrD1lmr/pYlY77i6OiDW45dh0InO9Xi95NEgXTg9VyqrPvUC41zyq31Vn3JFuGHeNWE33bwU2tNDgIqnSDqtMQAdHsms6VVoAg1F87nEBPc+Z4xRU+saZr9pqpNHnnuU0Dy4m/U8CylkbzTRYZzQ+7qq4kdfD37nAqhayA9vnM9andl0bzM1tTnP3er0N1p0rk7Mw/P8cHROf7sry8crNUCUIvR/eZi6g6vjw56JdF+A8O8zbyykCORejr8GqOjx2kFMYvc8uIFvBj/fBrRHStSuduXid77liAg776oJEa4rjcFd3ox9aVGont/8kBxtaaHj2QMTaxU6EOqMQ5P4mI/cJI1NfXFwsZZA4U3MNyuMECgpWLQy/sSv3vfebwskXAAUE6+Uu9yogbnOBO9WRW/jMo1cdHgz1cSllmW16H13A5MCFoerS/zTdVVeOhrxOCgkKfLdCquIujRSA3HjZ7yqhoY2rrN8FtrtLcgw8JzTd4hFuRKcLCwsJFxJePP+J39JSiijTreNa64MKh36oZXOucoqc3nOcrCM37ip3HMfE8p4IIdy4daQfbZJ1GsjNCZ+RL3nCT64PrpA6bmiVNoMNLTRcK3KCd2bNc3eqtAIFwNw0dkS7gNARxIIqCe/XRfIOYrlw2C6FgsbA8asvKsP2I2JNMNqFCPtKPKpeMruc9lb1nVtoOcYr1xi1JYKYHcdIZqp5zQl1n6fcmMUsuKDJVHPMp5U2Cc6cVK8ECY/LrhIEbCOn9IgulDxBV19OyObml+PM+eApBH18vhZyN/35N+pbFb5cCHs9Ti85dxNx54pAbk1qLHTh0PefCxa7MpBT1pRtSYujq6urtP6JW1eE+bf2cvE7KVeevBNR3ijYaC24stsINqTQ0MDn5ubSgimKohTTyE2EfKuzs7OxuLgYJ06cWOPX1WT4Bj5feK6Jzs3Nld7ruQPrcT9iI+0v4hTB6J6PiNUsD/mXVYaCkCYrL63PCUxqV+xPvV6Pubm5OHHiRNb/7AvYrSefO9fkXGh4f2ZmZkrn5PjJnWxXbXh7jnsxblk8FIC5vQdkns6QiUsfm/DjOJDrRndceDvuehU+eFQL6zp58mScOHEinS/FLDEKNReKxL/aygkNxf5yQAGhNolHgeOfz51WOL4qC4d15ILuudgW58aVTbYn2qCLTXh1d1OuPwSOjd/IAuE8sd9uMUREmn/FTOv1U3ebcE260smxeX2cE1qojaBWNCtxHsJjjz0WF1544bnuRhva0IY2PONg//79ccEFF1S+35BCY2VlJfbs2RM//dM/Hfv374/BwcFz3aWGMDU1FRdeeOF539eN0s+Idl/PBGyUfka0+3omoCiKmJ6ejvHx8Yauqg3pnqrX6/GsZz0rIiIGBwfP64kgbJS+bpR+RrT7eiZgo/Qzot3XpxuGhoaalmkt8tGGNrShDW1oQ7SFRhva0IY2tGEdsGGFRnd3d7zjHe+I7u7uc92VprBR+rpR+hnR7uuZgI3Sz4h2X88lbMhAeBva0IY2tOHcwIa1NNrQhja0oQ1nH9pCow1taEMb2tAytIVGG9rQhja0oWVoC402tKENbWhDy9AWGm1oQxva0IaWYUMKjQ984APx7Gc/O3p6euLqq6+O7373u+e6S3HnnXfGz//8z8fmzZtj+/bt8eu//uuxZ8+eUpkXv/jFa069/YM/+IOz3td3vvOda/rxvOc9L71fWFiI22+/PbZs2RIDAwNx8803x6FDh856P5/97GdnTwq+/fbbI+Lc4vMb3/hGvPzlL4/x8fGo1WrxhS98ofS+KIr467/+69i5c2f09vbG9ddfHw8//HCpzLFjx+KWW26JwcHBGB4ejltvvTVmZmbOal9PnjwZb3vb2+Lyyy+P/v7+GB8fj9/5nd+JJ554olRHbi7uuuuus9bPiIjXv/71a/pwww03lMqcDziNqD7l+u67705lzgZOzwRsOKHxmc98Jt761rfGO97xjnjggQfiyiuvjJe97GVx+PDhc9qvr3/963H77bfHd77znbjnnnvi5MmT8dKXvjRmZ2dL5d74xjfGgQMH0s/f/d3fnZP+/szP/EypH9/61rfSu7e85S3xL//yL/HZz342vv71r8cTTzwRN91001nv4/e+971SH++5556IiPiN3/iNVOZc4XN2djauvPLK+MAHPpB9/3d/93fxvve9Lz70oQ/FfffdF/39/fGyl72sdErxLbfcEv/93/8d99xzT/zrv/5rfOMb34jbbrvtrPZ1bm4uHnjggXj7298eDzzwQHzuc5+LPXv2xCte8Yo1Zd/97neXcP3Hf/zHZ62fghtuuKHUh0996lOl9+cDTiOi1McDBw7ERz7ykajVanHzzTeXyp1pnJ4RKDYY/MIv/EJx++23p/+Xl5eL8fHx4s477zyHvVoLhw8fLiKi+PrXv56e/cqv/Erx5je/+dx16v+Hd7zjHcWVV16ZfTcxMVFs2rSp+OxnP5uePfTQQ0VEFLt37z5LPczDm9/85uLSSy8tVlZWiqI4f/AZEcXnP//59P/KykoxNjZW3H333enZxMRE0d3dXXzqU58qiqIofvSjHxURUXzve99LZb785S8XtVqtePzxx89aX3Pw3e9+t4iI4sc//nF6dtFFFxXvfe97z1i/HHL9fN3rXle88pWvrPzmfMbpK1/5yuIlL3lJ6dnZxunTBRvK0lhcXIz7778/rr/++vSsXq/H9ddfH7t37z6HPVsLk5OTERExOjpaev7JT34ytm7dGj/7sz8bd9xxR+kejrMJDz/8cIyPj8cll1wSt9xyS/zkJz+JiIj7778/Tp48WcLx8573vNi1a9c5xfHi4mJ84hOfiDe84Q2lOwDOF3wS9u3bFwcPHizhcGhoKK6++uqEw927d8fw8HC86EUvSmWuv/76qNfrcd999531PhMmJyejVqvF8PBw6fldd90VW7ZsiRe84AVx9913V96vcSbh3nvvje3bt8dll10Wf/iHfxhHjx5N785XnB46dCi+9KUvxa233rrm3fmA0/XChjrl9siRI7G8vBw7duwoPd+xY0f8z//8zznq1VpYWVmJP/3TP41f/MVfjJ/92Z9Nz3/rt34rLrroohgfH48f/vCH8ba3vS327NkTn/vc585q/66++ur42Mc+FpdddlkcOHAg3vWud8Uv/dIvxX/913/FwYMHo6uraw3D2LFjRxw8ePCs9pPwhS98ISYmJuL1r399ena+4NNBeMrRqd4dPHgwtm/fXnrf2dkZo6Oj5xTPCwsL8ba3vS1e+9rXlk5k/ZM/+ZN44QtfGKOjo/Htb3877rjjjjhw4EC85z3vOWt9u+GGG+Kmm26Kiy++OPbu3Rt/9Vd/FTfeeGPs3r07Ojo6zlucfvzjH4/NmzevcfGeDzg9HdhQQmOjwO233x7/9V//VYoTRETJt3r55ZfHzp0747rrrou9e/fGpZdeetb6d+ONN6a/r7jiirj66qvjoosuin/+53+O3t7es9aP9cCHP/zhuPHGG2N8fDw9O1/w+UyBkydPxm/+5m9GURTxwQ9+sPTurW99a/r7iiuuiK6urvj93//9uPPOO8/amUqvec1r0t+XX355XHHFFXHppZfGvffeG9ddd91Z6cPpwEc+8pG45ZZboqenp/T8fMDp6cCGck9t3bo1Ojo61mTyHDp0KMbGxs5Rr8rwpje9Kf71X/81vva1rzW8/SrilMYfEfHII4+cja5VwvDwcPzUT/1UPPLIIzE2NhaLi4sxMTFRKnMucfzjH/84vvKVr8Tv/d7vNSx3vuBTeGpEp2NjY2uSN5aWluLYsWPnBM8SGD/+8Y/jnnvuaXrvw9VXXx1LS0vx6KOPnp0OZuCSSy6JrVu3pvk+33AaEfHNb34z9uzZ05R2I84PnLYCG0podHV1xVVXXRX/8R//kZ6trKzEf/zHf8Q111xzDnt2KsXyTW96U3z+85+Pr371q3HxxRc3/ebBBx+MiIidO3ee4d41hpmZmdi7d2/s3Lkzrrrqqti0aVMJx3v27Imf/OQn5wzHH/3oR2P79u3xa7/2aw3LnS/4vPjii2NsbKyEw6mpqbjvvvsSDq+55pqYmJiI+++/P5X56le/GisrK0n4nS2QwHj44YfjK1/5SmzZsqXpNw8++GDU6/U17qCzCY899lgcPXo0zff5hFPBhz/84bjqqqviyiuvbFr2fMBpS3CuI/HrhU9/+tNFd3d38bGPfaz40Y9+VNx2223F8PBwcfDgwXParz/8wz8shoaGinvvvbc4cOBA+pmbmyuKoigeeeSR4t3vfnfx/e9/v9i3b1/xxS9+sbjkkkuKX/7lXz7rff2zP/uz4t577y327dtX/Od//mdx/fXXF1u3bi0OHz5cFEVR/MEf/EGxa9eu4qtf/Wrx/e9/v7jmmmuKa6655qz3syhOZcft2rWreNvb3lZ6fq7xOT09XfzgBz8ofvCDHxQRUbznPe8pfvCDH6SMo7vuuqsYHh4uvvjFLxY//OEPi1e+8pXFxRdfXMzPz6c6brjhhuIFL3hBcd999xXf+ta3iuc+97nFa1/72rPa18XFxeIVr3hFccEFFxQPPvhgiXZPnDhRFEVRfPvb3y7e+973Fg8++GCxd+/e4hOf+ESxbdu24nd+53fOWj+np6eLP//zPy92795d7Nu3r/jKV75SvPCFLyye+9znFgsLC6mO8wGngsnJyaKvr6/44Ac/uOb7s4XTMwEbTmgURVG8//3vL3bt2lV0dXUVv/ALv1B85zvfOdddKiIi+/PRj360KIqi+MlPflL88i//cjE6Olp0d3cXz3nOc4q/+Iu/KCYnJ896X1/96lcXO3fuLLq6uopnPetZxatf/erikUceSe/n5+eLP/qjPypGRkaKvr6+4lWvelVx4MCBs97PoiiKf//3fy8iotizZ0/p+bnG59e+9rXsfL/uda8riuJU2u3b3/72YseOHUV3d3dx3XXXrRnD0aNHi9e+9rXFwMBAMTg4WPzu7/5uMT09fVb7um/fvkra/drXvlYURVHcf//9xdVXX10MDQ0VPT09xfOf//zi//2//1di1me6n3Nzc8VLX/rSYtu2bcWmTZuKiy66qHjjG9+4Rlk8H3Aq+Md//Meit7e3mJiYWPP92cLpmYD2fRptaEMb2tCGlmFDxTTa0IY2tKEN5xbaQqMNbWhDG9rQMrSFRhva0IY2tKFlaAuNNrShDW1oQ8vQFhptaEMb2tCGlqEtNNrQhja0oQ0tQ1totKENbWhDG1qGttBoQxva0IY2tAxtodGGNrShDW1oGdpCow1taEMb2tAytIVGG9rQhja0oWX4/wCa1bVHpUwhsAAAAABJRU5ErkJggg==", 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", "text/plain": [ "
" ] @@ -339,7 +342,7 @@ } ], "source": [ - "draw(im, [[20, 20, 80, 80]])" + "draw(im, [[20, 20, 80, 80]], verbose=True)" ] }, { @@ -376,7 +379,7 @@ } ], "source": [ - "draw(im, [[20, 20, 80, 80, 'random']], color={'random': 'blue'})" + "draw(im, [[20, 20, 80, 80, \"random\"]], color={\"random\": \"blue\"})" ] }, { @@ -406,8 +409,11 @@ } ], "source": [ - "draw(im, [{'x_min': 50, 'y_min': 30, 'x_max':100, 'y_max':120, 'label':'random'}], \\\n", - " color={'random': 'green'})" + "draw(\n", + " im,\n", + " [{\"x_min\": 50, \"y_min\": 30, \"x_max\": 100, \"y_max\": 120, \"label\": \"random\"}],\n", + " color={\"random\": \"green\"},\n", + ")" ] }, { @@ -475,11 +481,11 @@ " im, ann, lgt, clr = get_given_array(\n", " image_arr=image_arr, image_sz=image_sz, **kwargs\n", " )\n", - " ann = get_bx(ann)\n", + " ann = get_bx(ann, no_check=True)\n", " store_attr(\"im, ann, lgt, clr\")\n", "\n", " def show(self, coords=None, labels=None, color=None, ax=None, **kwargs):\n", - " \"\"\"Calling the `show()`Ananya method of the `VisBx()` instance accepts\n", + " \"\"\"Calling the `show()` method of the `VisBx()` instance accepts\n", " bounding box coordinates and labels that are to be shown.\n", " The boxes can be provided as any of the internal objects (`MultiBx`, `BaseBx`, ...)\n", " or as any other raw format accepted by the internal objects.\n", @@ -487,11 +493,13 @@ " if color is not None:\n", " self.clr.update(color)\n", " if coords is None:\n", - " coords = [[0, 0, 0, 0]]\n", + " coords = [[0, 0, 1, 1]]\n", " coords = get_bx(coords, labels)\n", + " all_coords = self.ann + coords\n", + " all_coords.no_check = True # to prevent restrictions due to validating boxes\n", " return draw(\n", - " self.im, self.ann + coords, color=self.clr, logits=self.lgt, ax=ax, **kwargs\n", - " )\n" + " self.im, all_coords, color=self.clr, logits=self.lgt, ax=ax, **kwargs\n", + " )" ] }, { @@ -506,6 +514,26 @@ "`annots` in any supported format. Displaying calculated anchors with a random image:" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(200, 200)" + ] + }, + "execution_count": null, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "image_sz" + ] + }, { "cell_type": "code", "execution_count": null, @@ -515,6 +543,26 @@ "anchor_boxes, anchor_labels = bx(image_sz, 3, 1)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(#9) [[0, 0, 66, 66],[66, 0, 133, 66],[133, 0, 200, 66],[0, 66, 66, 133],[66, 66, 133, 133],[133, 66, 200, 133],[0, 133, 66, 200],[66, 133, 133, 200],[133, 133, 200, 200]]" + ] + }, + "execution_count": null, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "anchor_boxes" + ] + }, { "cell_type": "code", "execution_count": null, @@ -532,7 +580,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -542,15 +590,38 @@ } ], "source": [ - "v = VisBx(image_arr=np.random.random((*image_sz, 3))) # a 200x200 image is used to overlay the anchor boxes in a 3x3 grid\n", + "v = VisBx(image_arr=np.random.random((*image_sz, 3)))\n", + "# a 200x200 image is used to overlay the anchor boxes in a 3x3 grid\n", "v.show(anchor_boxes, anchor_labels)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Can also print out the boxes being plotted with `verbose`." + ] + }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "BaseBx(coords=[[0, 0, 66, 66]], label=['a_3x3_1.0_0'])\n", + "BaseBx(coords=[[66, 0, 133, 66]], label=['a_3x3_1.0_1'])\n", + "BaseBx(coords=[[133, 0, 200, 66]], label=['a_3x3_1.0_2'])\n", + "BaseBx(coords=[[0, 66, 66, 133]], label=['a_3x3_1.0_3'])\n", + "BaseBx(coords=[[66, 66, 133, 133]], label=['a_3x3_1.0_4'])\n", + "BaseBx(coords=[[133, 66, 200, 133]], label=['a_3x3_1.0_5'])\n", + "BaseBx(coords=[[0, 133, 66, 200]], label=['a_3x3_1.0_6'])\n", + "BaseBx(coords=[[66, 133, 133, 200]], label=['a_3x3_1.0_7'])\n", + "BaseBx(coords=[[133, 133, 200, 200]], label=['a_3x3_1.0_8'])\n" + ] + }, { "data": { "text/plain": [ @@ -563,7 +634,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -573,7 +644,39 @@ } ], "source": [ - "v = VisBx(image_arr=np.random.random((10, 10, 3)), image_sz=(*image_sz, 3)) # a 10x10 random image will be resized to 200x200\n", + "v.show(anchor_boxes, anchor_labels, verbose=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": null, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "v = VisBx(\n", + " image_arr=np.random.random((10, 10, 3)), image_sz=(*image_sz, 3)\n", + ") # a 10x10 random image will be resized to 200x200\n", "v.show(anchor_boxes, anchor_labels)" ] }, @@ -613,7 +716,9 @@ } ], "source": [ - "v = VisBx(pth='../data/', img_fn='image.jpg', image_sz=image_sz) # annots.json is being read from ../data/annots.json\n", + "v = VisBx(\n", + " pth=\"../data/\", img_fn=\"image.jpg\", image_sz=image_sz\n", + ") # annots.json is being read from ../data/annots.json\n", "v.show(anchor_boxes, anchor_labels)" ] }, @@ -653,7 +758,11 @@ } ], "source": [ - "v.show(anchor_boxes, anchor_labels, color={'a_3x3_1.0_3': 'red', 'frame': 'green', 'clock': 'green'})" + "v.show(\n", + " anchor_boxes,\n", + " anchor_labels,\n", + " color={\"a_3x3_1.0_3\": \"red\", \"frame\": \"green\", \"clock\": \"green\"},\n", + ")" ] }, { @@ -662,11 +771,26 @@ "metadata": {}, "outputs": [], "source": [ - "#|hide\n", + "# |hide\n", "from nbdev import nbdev_export\n", + "\n", "nbdev_export()" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, @@ -677,9 +801,9 @@ ], "metadata": { "kernelspec": { - "display_name": "pybx-kernel", + "display_name": "python3", "language": "python", - "name": "pybx-kernel" + "name": "python3" } }, "nbformat": 4, diff --git a/pybx/_modidx.py b/pybx/_modidx.py index 7f81354..f05ec9d 100644 --- a/pybx/_modidx.py +++ b/pybx/_modidx.py @@ -17,7 +17,6 @@ 'pybx.basics.BaseBx.__iter__': ('basics.html#basebx.__iter__', 'pybx/basics.py'), 'pybx.basics.BaseBx.__next__': ('basics.html#basebx.__next__', 'pybx/basics.py'), 'pybx.basics.BaseBx.__str__': ('basics.html#basebx.__str__', 'pybx/basics.py'), - 'pybx.basics.BaseBx.basebx': ('basics.html#basebx.basebx', 'pybx/basics.py'), 'pybx.basics.BaseBx.get_offset': ('basics.html#basebx.get_offset', 'pybx/basics.py'), 'pybx.basics.BaseBx.iou': ('basics.html#basebx.iou', 'pybx/basics.py'), 'pybx.basics.Bx': ('basics.html#bx', 'pybx/basics.py'), @@ -45,23 +44,26 @@ 'pybx.basics.MultiBx.__len__': ('basics.html#multibx.__len__', 'pybx/basics.py'), 'pybx.basics.MultiBx.__next__': ('basics.html#multibx.__next__', 'pybx/basics.py'), 'pybx.basics.MultiBx.__repr__': ('basics.html#multibx.__repr__', 'pybx/basics.py'), + 'pybx.basics.MultiBx.__setup__': ('basics.html#multibx.__setup__', 'pybx/basics.py'), 'pybx.basics.MultiBx.__str__': ('basics.html#multibx.__str__', 'pybx/basics.py'), - 'pybx.basics.MultiBx.multibox': ('basics.html#multibx.multibox', 'pybx/basics.py'), + 'pybx.basics.MultiBx.coords_as_numpy': ('basics.html#multibx.coords_as_numpy', 'pybx/basics.py'), 'pybx.basics.MultiBx.shape': ('basics.html#multibx.shape', 'pybx/basics.py'), - 'pybx.basics.__JsonBx': ('basics.html#__jsonbx', 'pybx/basics.py'), - 'pybx.basics.__JsonBx.__init__': ('basics.html#__jsonbx.__init__', 'pybx/basics.py'), - 'pybx.basics.__JsonBx.__str__': ('basics.html#__jsonbx.__str__', 'pybx/basics.py'), - 'pybx.basics.__JsonBx.jsonbx': ('basics.html#__jsonbx.jsonbx', 'pybx/basics.py'), - 'pybx.basics.__ListBx': ('basics.html#__listbx', 'pybx/basics.py'), - 'pybx.basics.__ListBx.__init__': ('basics.html#__listbx.__init__', 'pybx/basics.py'), - 'pybx.basics.__ListBx.__str__': ('basics.html#__listbx.__str__', 'pybx/basics.py'), - 'pybx.basics.__ListBx.listbx': ('basics.html#__listbx.listbx', 'pybx/basics.py'), 'pybx.basics.add_bxs': ('basics.html#add_bxs', 'pybx/basics.py'), 'pybx.basics.bbx': ('basics.html#bbx', 'pybx/basics.py'), + 'pybx.basics.check_format_types': ('basics.html#check_format_types', 'pybx/basics.py'), + 'pybx.basics.check_length_types': ('basics.html#check_length_types', 'pybx/basics.py'), + 'pybx.basics.check_max_voc': ('basics.html#check_max_voc', 'pybx/basics.py'), + 'pybx.basics.dbx': ('basics.html#dbx', 'pybx/basics.py'), 'pybx.basics.get_bx': ('basics.html#get_bx', 'pybx/basics.py'), + 'pybx.basics.infer_box_dtype': ('basics.html#infer_box_dtype', 'pybx/basics.py'), 'pybx.basics.jbx': ('basics.html#jbx', 'pybx/basics.py'), - 'pybx.basics.lbx': ('basics.html#lbx', 'pybx/basics.py'), 'pybx.basics.mbx': ('basics.html#mbx', 'pybx/basics.py'), + 'pybx.basics.parse_basebx': ('basics.html#parse_basebx', 'pybx/basics.py'), + 'pybx.basics.parse_dict': ('basics.html#parse_dict', 'pybx/basics.py'), + 'pybx.basics.parse_json': ('basics.html#parse_json', 'pybx/basics.py'), + 'pybx.basics.parse_list': ('basics.html#parse_list', 'pybx/basics.py'), + 'pybx.basics.parse_to_bbx': ('basics.html#parse_to_bbx', 'pybx/basics.py'), + 'pybx.basics.perform_box_checks': ('basics.html#perform_box_checks', 'pybx/basics.py'), 'pybx.basics.stack_bxs': ('basics.html#stack_bxs', 'pybx/basics.py'), 'pybx.basics.stack_bxs_inplace': ('basics.html#stack_bxs_inplace', 'pybx/basics.py')}, 'pybx.excepts': { 'pybx.excepts.BxViolation': ('excepts.html#bxviolation', 'pybx/excepts.py'), diff --git a/pybx/anchor.py b/pybx/anchor.py index 95e2e35..ac94d61 100644 --- a/pybx/anchor.py +++ b/pybx/anchor.py @@ -9,7 +9,7 @@ import math import numpy as np from fastcore.foundation import L, mask2idxs -from fastcore.utils import gt +from fastcore.utils import gt, is_listy from numpy.typing import ArrayLike from typing import Union import json @@ -84,7 +84,10 @@ def bx( anchor_sfx = f"{anchor_sfx}_{feature_sz[0]}x{feature_sz[1]}_{asp_ratio:.1f}_" labels = named_idx(len(b), anchor_sfx) # init multibx - b = get_bx(b, labels) + b = get_bx( + b, + labels, + ) return (b.coords, b.label) if named else b.coords # %% ../nbs/00_anchor.ipynb 8 @@ -201,9 +204,11 @@ def get_gt_thresh_iou( if mask.sum() > 0: gt_anchors_per_class[label] = stack_bxs_inplace( *[ - reassign_label(coords_as_bx[i], label=[label]) - if update_labels - else coords_as_bx[i] + ( + reassign_label(coords_as_bx[i], label=[label]) + if update_labels + else coords_as_bx[i] + ) for i in ious_filter ] ) @@ -283,9 +288,11 @@ def get_gt_max_iou( if mask.sum() > 0: gt_anchors_per_class[label] = stack_bxs_inplace( *[ - reassign_label(coords_as_bx[i], label=[label]) - if update_labels - else coords_as_bx[i] + ( + reassign_label(coords_as_bx[i], label=[label]) + if update_labels + else coords_as_bx[i] + ) for i in ious_filter ] ) @@ -321,16 +328,17 @@ def get_gt_offsets( list: List of corresponding anchor box labels. """ if not isinstance(true_annots, Bx): - true_annots = bbx(true_annots) + # the annotation for a single object, make listy if not + true_annots = true_annots if is_listy(true_annots) else [true_annots] + true_annots = get_bx(true_annots)[0] # get back the BaseBx - Na = len( - anchor_boxes - ) # no of anchor boxes (includes positive and negative anchor boxes) + n_anchors = len(anchor_boxes) + # no of anchor boxes (includes positive and negative anchor boxes) masks = ( - masks if masks is not None else L([True] * Na) + masks if masks is not None else L([True] * n_anchors) ) # if no masks provided, repeat for all anchors - offsets = np.zeros((Na, 4)) - labels = L(["background"] * Na) # if update_labels else anchor_labels + offsets = np.zeros((n_anchors, 4)) + labels = L(["background"] * n_anchors) # if update_labels else anchor_labels true_label = true_annots.label[0] if len(true_annots.label) != 0 else "unknown" for idx, (box, mask) in enumerate(zip(anchor_boxes, masks)): if mask: diff --git a/pybx/basics.py b/pybx/basics.py index 1117041..a5e03b1 100644 --- a/pybx/basics.py +++ b/pybx/basics.py @@ -1,13 +1,16 @@ # AUTOGENERATED! DO NOT EDIT! File to edit: ../nbs/01_basics.ipynb. # %% auto 0 -__all__ = ['COORD_TYPES', 'ITER_TYPES', 'ITER_TYPES_TUPLE', 'ITER_TYPES_EXTRA', 'ALL_TYPES', 'BX_TYPE', 'Bx', 'BaseBx', 'MultiBx', - 'jbx', 'lbx', 'mbx', 'bbx', 'get_bx', 'stack_bxs', 'add_bxs', 'stack_bxs_inplace'] +__all__ = ['COORD_TYPES', 'ITER_TYPE_JSON', 'ITER_TYPES', 'ITER_TYPES_TUPLE', 'ITER_TYPES_EXTRA', 'ITER_TYPE_HASHED', + 'ALL_ITER_TYPES', 'ALL_TYPES', 'BX_TYPE', 'check_format_types', 'check_length_types', 'check_max_voc', + 'perform_box_checks', 'parse_list', 'parse_dict', 'parse_json', 'Bx', 'BaseBx', 'bbx', 'jbx', 'dbx', + 'parse_basebx', 'infer_box_dtype', 'parse_to_bbx', 'MultiBx', 'mbx', 'get_bx', 'stack_bxs', 'add_bxs', + 'stack_bxs_inplace'] # %% ../nbs/01_basics.ipynb 2 import warnings import inspect -from typing import Union +from typing import Union, Dict from numpy.typing import ArrayLike import numpy as np @@ -22,29 +25,199 @@ intersection_box, make_single_iterable, voc_keys, + label_keys, update_keys, ) from .excepts import * -COORD_TYPES = (np.float_, np.int_, int) +COORD_TYPES = (np.int_, int, np.float_) +ITER_TYPE_JSON = Dict[str, str] ITER_TYPES = (np.ndarray, list, L) ITER_TYPES_TUPLE = (tuple,) -ITER_TYPES_EXTRA = (dict,) +ITER_TYPES_EXTRA = (dict, ITER_TYPE_JSON) +ITER_TYPE_HASHED = (dict, ITER_TYPE_JSON) +ALL_ITER_TYPES = ITER_TYPES + ITER_TYPES_TUPLE + ITER_TYPES_EXTRA ALL_TYPES = COORD_TYPES + ITER_TYPES # %% ../nbs/01_basics.ipynb 5 +def check_format_types(b: list, verbose=False): + """ + Checks if the provided bounding box is in the correct format, typically of [int, int, int, int, str]. + + Args: + b (list): bounding box coordinates with or without label + + Returns: + bool + """ + result = all(map(lambda x: isinstance(x, (COORD_TYPES, str)), b)) + if verbose: + verbose_result = "Passed" if result else "Failed" + print(f"{verbose_result} `check_format_types`.") + return result + +# %% ../nbs/01_basics.ipynb 10 +def check_length_types(b: list, verbose=False): + """ + Checks if the provided bounding box has an acceptable length and type, + typically of [int, int, int, int, str] or [int, int, int, int] + + Also checks that all values are positive. + + Args: + b (list): bounding box coordinates with or without label + + Returns: + bool + """ + b_label = True + # check if len of the coordinates are 4 + b_len = len(b[:4]) == 4 + # check if first 4 items are int and positive + b_coord_pos = all( + map(lambda x: x >= 0 if isinstance(x, COORD_TYPES) else False, b[:4]) + ) + # if labels provided, check if string + if len(b) > 4: + b_label = all(map(lambda x: isinstance(x, str), b[4:])) + + result = all((b_len, b_coord_pos, b_label)) + if verbose: + verbose_result = "Passed" if result else "Failed" + print( + f"{verbose_result} `check_length_types`. Results were label:{b_label}, len:{b_len}, coords:{b_coord_pos}" + ) + return result + +# %% ../nbs/01_basics.ipynb 14 +def check_max_voc(b: list, verbose=False): + """ + Checks if the provided bounding box bottom right corner (x_max, y_max) is greater + than the top left corner (x_min, y_min), which is true for voc format. + + Args: + b (list): bounding box coordinates with or without label + + Returns: + bool + """ + assert len(b) >= 4, f"Not enough items in passed bounding box {b}." + b_coord = b[:4] + xs, ys = b_coord[::2], b_coord[1::2] + assert all( + map(lambda x: isinstance(x, COORD_TYPES), xs) + ), f"Got `x_min`, `x_max` of wrong type {xs}" + assert all( + map(lambda x: isinstance(x, COORD_TYPES), ys) + ), f"Got `y_min`, `y_max` of wrong type {ys}" + + check_xs = xs[1] > xs[0] + check_ys = ys[1] > ys[0] + result = check_xs and check_ys + if verbose: + verbose_result = "Passed" if result else "Failed" + print( + f"{verbose_result} `check_max_voc`. Results were check_xs:{check_xs}, check_ys:{check_ys}" + ) + return result + +# %% ../nbs/01_basics.ipynb 20 +def perform_box_checks(b: list, verbose=False): + """Calls all checks for bounding boxes: check_max_voc, check_length_types, check_format_types.""" + checks = ( + check_max_voc(b, verbose=verbose), + check_length_types(b, verbose=verbose), + check_format_types(b, verbose=verbose), + ) + return all(checks) + +# %% ../nbs/01_basics.ipynb 23 +def parse_list(b: Union[list, ArrayLike], verbose=False, no_check=False): + """ + Takes a list and splits into bounding box coordinates and label + + Args: + b (list): Bounding box coordinates with or without label + + Returns: + list: Bounding box coordinates + str: Bounding box label + """ + if not no_check: + assert perform_box_checks( + b, verbose=verbose + ), f"Failed `perform_box_checks` for bounding box coordinates {b}" + coords = list(b[:4]) + label = "unknown" + if len(b) > 4: + label = b[-1] + return [coords], [label] + +# %% ../nbs/01_basics.ipynb 37 +def parse_dict(b: dict, **kwargs): + """ + Takes a dict and splits into bounding box coordinates and label + + Args: + b (dict): Bounding box coordinates with or without label + + Returns: + list: Bounding box coordinates + str: Bounding box label + """ + b_ = [] + keys = update_keys(b) + for k in keys: + try: + b_.append(b[k]) + except KeyError: + warnings.warn(f"No {k} key in {b}") + pass + return parse_list(b_, **kwargs) + +# %% ../nbs/01_basics.ipynb 42 +def parse_json(b: Union[str, Dict], **kwargs): + """ + Takes a json string or dict and splits into bounding box coordinates and label + + Args: + b (json str): Bounding box coordinates with or without label + + Returns: + list: Bounding box coordinates + str: Bounding box label + """ + if isinstance(b, str): + b = json.loads(b) + elif isinstance(b, dict): + return parse_dict(b, **kwargs) + else: + raise NotImplementedError(f"Unknown type passed to `parse_json` {b}") + return parse_dict(b, **kwargs) + +# %% ../nbs/01_basics.ipynb 49 class Bx: """Interface for all future Bx's""" - def __init__(self, coords, label: list = None): - label = label if label else [] - label = L(label) if not is_listy(label) else label - coords = [coords] if len(coords) > 1 else coords # make list of list - # other props - _coords = coords[0] # internat representation as a list - assert len(_coords) == 4, f"Expected 4 items in _coords, got {_coords}" + def __init__(self, coords, label: list = None, verbose=False, no_check=False): + # number of points to represent a box + n_points = 4 + if no_check: + coords, parsed_label = coords, label + else: + # checks for box validity and parses coordinates + coords, parsed_label = parse_list(coords) + # make coord a list of lists + coords = [coords] if not is_listy(coords[0]) else coords + # make label a list of single item + label = label if label else parsed_label + label = label if is_listy(label) else [label] + # internal representation as a list + _coords = coords[0] x_min, y_min, x_max, y_max = _coords - store_attr("x_min, y_min, x_max, y_max, _coords, coords, label") + store_attr( + "x_min, y_min, x_max, y_max, _coords, coords, label, verbose, no_check, n_points" + ) def __str__(self): return f"Bx(coords={self.coords}, label={self.label})" @@ -53,7 +226,7 @@ def __repr__(self): return self.__str__() def __len__(self): - return len(self.coords) + return len(self.label) def get_coords(self): return self.coords @@ -68,27 +241,27 @@ def get_label(self): @property def bw(self): """Calculate width""" - return sub(*self._coords[::2][::-1]) + return self.x_max - self.x_min @property def bh(self): """Calculate height""" - return sub(*self._coords[1::2][::-1]) + return self.y_max - self.y_min @property def cx(self): - """Calculate centroid-x""" + """Calculate center-x""" return (self.x_min + self.x_max) / 2.0 @property def cy(self): - """Calculate centroid-y""" + """Calculate center-y""" return (self.y_min + self.y_max) / 2.0 @property def area(self): """Calculates the absolute value of the area of the box.""" - return abs(mul(self.bw, self.bh)) + return abs(self.bw * self.bh) @property def values(self): @@ -100,14 +273,14 @@ def valid(self): """Checks for validity of the box and returns a boolean. From `v0.1.3`, validity implies that the box has non-zero area. """ - v_area = bool(self.area) # False if 0 - v_all = np.array([v_area]) - return True if v_all.all() else False + return all( + [(self.area > 0), (self.x_max > self.x_min), (self.y_max > self.y_min)] + ) @property def xywh(self): """Converts the `pascal_voc` bounding box to `coco` format.""" - return L([[self.x_min, self.y_min, self.bw, self.bh]]) + return [[self.x_min, self.y_min, self.bw, self.bh, *self.label]] def yolo(self, w=1, h=1, normalize=False): """Converts the `pascal_voc` bounding box to `yolo` centroids format. @@ -117,12 +290,14 @@ def yolo(self, w=1, h=1, normalize=False): """ if normalize: assert (w > 1) and ( - (h > 1) + h > 1 ), f"{inspect.stack()[0][3]} of {__name__}: Expected width and height of image with normalize={normalize}." - _yolo = np.array([[self.cx, self.cy, self.bw, self.bh]]) / np.tile([w, h], 2) - return L(_yolo.round(4).tolist()) + _yolo = np.array([self.cx, self.cy, self.bw, self.bh]) / np.tile([w, h], 2) + _yolo = _yolo.round(4).tolist() + _yolo.append(*self.label) + return [_yolo] -# %% ../nbs/01_basics.ipynb 22 +# %% ../nbs/01_basics.ipynb 72 class BaseBx(Bx): """BaseBx is the most primitive form of representing a bounding box. Coordinates and label of a bounding box can be wrapped as a BaseBx using: @@ -137,26 +312,27 @@ class BaseBx(Bx): in the corresponding box. """ - def __init__(self, coords, label: list = None): + def __init__(self, coords, label: list = None, no_check=False): self.index = 0 # Fixes #2, calls itself everytime assert isinstance( coords, (list, L, np.ndarray) ), f"{__name__}: Expected type list or np.ndarray for coords, got {type(coords)}" - assert isinstance(coords[0], ALL_TYPES), ( - f"{__name__}: Expected float, int or single-nested list or np.ndarray at coords[0], " - f"got {type(coords[0])} with {coords[0]}" - ) - super().__init__(coords, label) + super().__init__(coords, label, no_check=no_check) def __str__(self): return f"BaseBx(coords={self.coords}, label={self.label})" -# %% ../nbs/01_basics.ipynb 32 +# %% ../nbs/01_basics.ipynb 82 +def bbx(coords=None, label=None, no_check=False): + """Alias of the `BaseBx` class using lists.""" + return BaseBx(coords, label, no_check=no_check) + +# %% ../nbs/01_basics.ipynb 92 @patch def iou(self: BaseBx, other): """Caclulates the Intersection Over Union (IOU) of the box w.r.t. another `BaseBx`. Returns the IOU only if the box is - considered `valid`. + considered `valid`, ie non-zero area. """ if not isinstance(other, Bx): other = bbx(other) @@ -167,10 +343,10 @@ def iou(self: BaseBx, other): return 0.0 int_area = int_box.area union_area = other.area + self.area - int_area - return int_area / union_area + return round(int_area / union_area, 4) return 0.0 -# %% ../nbs/01_basics.ipynb 37 +# %% ../nbs/01_basics.ipynb 98 @patch def __iter__(self: BaseBx): """Iterates through the boxes in `BaseBx` where self.valid is True.""" @@ -203,15 +379,74 @@ def __next__(self: BaseBx): self.index += 1 return b -# %% ../nbs/01_basics.ipynb 42 +# %% ../nbs/01_basics.ipynb 104 +def jbx(coords=None, label=None): + """Alias of the `BaseBx` class using json strings.""" + coords, parsed_label = parse_json(coords) + # make label a list of single item + label = label if label else parsed_label + label = label if is_listy(label) else [label] + # no_check since parse_json already checks + return BaseBx(coords, label, no_check=True) + +# %% ../nbs/01_basics.ipynb 109 +def dbx(coords=None, label=None): + """Alias of the `BaseBx` class using dict.""" + coords, parsed_label = parse_dict(coords) + # make label a list of single item + label = label if label else parsed_label + label = label if is_listy(label) else [label] + # no_check since parse_dict already checks + return BaseBx(coords, label, no_check=True) + +# %% ../nbs/01_basics.ipynb 115 +def parse_basebx(b: BaseBx, no_check=None): + """Reads the attribute of a BaseBx""" + if no_check is not None: + # no_check is typically passed when creating a basebx + warnings.warn( + f"no_check={no_check} passed to parse_basebx: are you sure you want to do this?" + ) + return b.coords, b.label + +# %% ../nbs/01_basics.ipynb 118 +def infer_box_dtype(b: ALL_ITER_TYPES, **kwargs): + if isinstance(b, str): + return "json" + elif isinstance(b, ITER_TYPES): + return "list" + elif isinstance(b, dict): + return "dict" + elif isinstance(b, BaseBx): + return "basebx" + elif isinstance(b, np.ndarray): + return "array" + else: + raise NotImplementedError( + f"Unknown type {type(b)} passed to `infer_box_dtype` {b}" + ) + +# %% ../nbs/01_basics.ipynb 121 +def parse_to_bbx(b, label="unknown", no_check=False): + """Takes the box and converts it to a BaseBx after inferring the type.""" + if not is_listy(label): + label = [label] + box_dtype = infer_box_dtype(b) + parser = eval(f"parse_{box_dtype}") + coords, parsed_label = parser(b, no_check=no_check) + if parsed_label[0] == "unknown": + parsed_label = label + return bbx(coords=coords[0], label=parsed_label, no_check=no_check) + +# %% ../nbs/01_basics.ipynb 132 class MultiBx: - """`MultiBx` represents a collection of bounding boxes as ndarrays. + """`MultiBx` represents a collection of bounding boxes as lists. Objects of type `MultiBx` can be indexed into, which returns a `BaseBx` exposing a suite of box-bound operations. Multiple coordinates and labels of bounding boxes can be wrapped as a `MultiBx` using: `mbx(coords, label)`. - :param coords: can be nested coordinates of type `list` of `list`s/`json` records + :param coords: can be nested coordinates of type `list` of `list`s/`json` strings (`list`s of `dict`s)/`ndarray`s representing multiple boxes. If passing a list/json each index of the object should be of the following formats: - `list` can be formatted with `label`: `[x_min, y_min, x_max, y_max, label]` @@ -224,24 +459,29 @@ class MultiBx: corresponding box. """ - def __init__(self, coords, label: list = None): - index = 0 - coords = coords.tolist() if isinstance(coords, np.ndarray) else list(coords) - if label is None: - label = [None] * len(coords) - assert len(coords) == len( - label - ), f"wrong shape for coords {len(coords)} and label {len(label)}" - bxs = [BaseBx([list(c)], l) for c, l in zip(coords, label)] - store_attr("coords, label, index, bxs") + def __init__(self, coords, label: list = None, no_check=False): + self.index = 0 + self._setup_complete = False + self.no_check = no_check + label = label if label else ["unknown"] * len(coords) # default labels + # TODO: need a good check for verifying multiple boxes are passed. + # assert len(coords)>1 and len(label)>1, f"Expected multiple boxes in `MultiBx`: {coords}" + assert isinstance(coords, ALL_ITER_TYPES) + self.coords = coords + self.label = label + self.__setup__() + + def __setup__(self): + """Setup the BaseBx for each item at index idx.""" + # anything here + self._setup_complete = True def __len__(self): """Gets the length of coordinates.""" - return len(self.bxs) + return len(self.label) def __getitem__(self, idx): - """Gets the item at index idx as a BaseBx.""" - return self.bxs[idx] + return parse_to_bbx(self.coords[idx], self.label[idx], no_check=self.no_check) def __iter__(self): """Iterates through the boxes in `MultiBx` where self.valid is True.""" @@ -262,151 +502,31 @@ def __next__(self): return b def __str__(self): - return f"MultiBx(coords={self.coords}, label={self.label})" + return f"MultiBx(coords: {len(self.coords)}, labels: {len(self.label)})" def __repr__(self): return self.__str__() @property def shape(self): - """Returns shape of the coordinates""" - return self.coords.shape - -# %% ../nbs/01_basics.ipynb 43 -BX_TYPE = (Bx, MultiBx) - -# %% ../nbs/01_basics.ipynb 60 -class __JsonBx(MultiBx): - """ - If five items per coordinate are passed, the last index is taken as the label. - """ - - def __init__(self, coords, label: list = None): - super().__init__(coords, label) - - @classmethod - def jsonbx(cls, coords, label=None, keys=None): - """Classmethod for JsonBx. - - Also accepts keys as a list, otherwise uses `voc_keys`. - """ - l = L() - r = L() - for i, c in enumerate(coords): - assert isinstance( - c, ITER_TYPES + ITER_TYPES_EXTRA - ), f"{inspect.stack()[0][3]} of \ - {__name__}: Expected b of type dict, got {type(c)}" - if keys is None: - # Fixes issue #3. - keys = update_keys(c, default_keys=voc_keys) - c_ = [c[k] for k in keys] # read in order - l_ = c_[-1] if len(c_) > 4 else "" if label is None else label[i] - l.append(l_) - r.append(c_[:-1] if len(c_) > 4 else c_) - return cls(r, label=l) - - def __str__(self): - return f"__JsonBx(coords={self.coords}, label={self.label})" - + """Returns the shape of coordinates""" + # TODO: check for number of points coordinates + return len(self.coords), 4 -def jbx(coords=None, labels=None, keys=None): - """Alias of the JsonBx class to process `json` records into - `MultiBx` or `BaseBx` objects exposing many validation methods - - Also accepts keys as a list, otherwise uses `voc_keys`. - """ - return __JsonBx.jsonbx(coords, labels, keys) - -# %% ../nbs/01_basics.ipynb 67 -class __ListBx(MultiBx): - """ - If five items per coordinate are passed, the last index is taken as the label. - """ - - def __init__(self, coords, label: list = None): - super().__init__(coords, label) - - @classmethod - def listbx(cls, coords, label=None): - """Classmethod for __ListBx.""" - l = L() - r = L() - for i, c in enumerate(coords): - assert isinstance( - c, ITER_TYPES - ), f"{inspect.stack()[0][3]} of \ - {__name__}: Expected b of type list, got {type(c)}" - l_ = label[i] if label else c[-1] if len(c) > 4 else None - l.append(l_) - r.append(c[:-1] if len(c) > 4 else c) - return cls(r, label=l) - - def __str__(self): - return f"__ListBx(coords={self.coords}, label={self.label})" - - -def lbx(coords=None, labels=None): - """Alias of the __ListBx class to process `list` into - `MultiBx` or `BaseBx` objects exposing many validation methods - """ - return __ListBx.listbx(coords, labels) - -# %% ../nbs/01_basics.ipynb 72 -@patch(cls_method=True) -def multibox(cls: MultiBx, coords, label: list = None, keys: list = None): - """Classmethod for `MultiBx`. Same as mbx(coords, label). - Calls classmethods of `JsonBx` and `ListBx` based on the type - of coords passed. - """ - t = explode_types(coords) - # if explode_types returns a single class, it means they are not nested - if t == np.ndarray: - return cls(coords, label) - if t == dict: - b = jbx([coords], label, keys) - return cls(b.coords, b.label) - if t == list: - b = lbx([coords], label) - return cls(b.coords, b.label) - # if list of list or dicts - type_l0 = list(t.keys())[0] - type_l1 = t[type_l0][0] - # process the data - if type_l1 == dict: - b = jbx(coords, label, keys) - return cls(b.coords, b.label) - # process lists of lists or ndarray - try: - b = lbx(coords, label) - return cls(b.coords, b.label) - except: - return cls(coords, label) + @property + def coords_as_numpy(self): + return np.array([b._coords for b in self], dtype=int) +# %% ../nbs/01_basics.ipynb 133 +BX_TYPE = (Bx, MultiBx) -def mbx(coords=None, label=None, keys=None): +# %% ../nbs/01_basics.ipynb 173 +def mbx(coords=None, label=None, no_check=False): """Alias of the `MultiBx` class.""" - return MultiBx.multibox(coords, label, keys) + return MultiBx(coords, label, no_check=no_check) -# %% ../nbs/01_basics.ipynb 85 -@patch(cls_method=True) -def basebx(cls: BaseBx, coords, label: list = None, keys: list = voc_keys): - """Classmethod for `BaseBx`. Same as bbx(coords, label), made to work with - other object types other than ndarray.""" - try: - coords, label = make_single_iterable(coords, keys=keys) - except ValueError: - coords = make_single_iterable(coords) - finally: - return cls(coords, label) - - -def bbx(coords=None, labels=None, keys=voc_keys): - """Alias of the `BaseBx` class.""" - return BaseBx.basebx(coords, labels, keys) - -# %% ../nbs/01_basics.ipynb 98 -def get_bx(coords, label=None): +# %% ../nbs/01_basics.ipynb 186 +def get_bx(coords, label=None, no_check=False): """ Helper function to check and call the correct type of Bx instance. @@ -434,24 +554,24 @@ def get_bx(coords, label=None): # process ndarray if isinstance(coords, np.ndarray): coords = np.atleast_2d(coords) - return mbx(coords, label) + return mbx(coords, label, no_check) # process list if isinstance(coords, (list, L)): if isinstance(coords[0], COORD_TYPES): """If first item is a position""" - return bbx(coords, label) + return bbx(coords, label, no_check) elif isinstance(coords[0], ITER_TYPES + ITER_TYPES_EXTRA): """If fist item is an iterable""" - return mbx(coords, label) + return mbx(coords, label, no_check) elif isinstance(coords[0], ITER_TYPES_TUPLE): """If first item is a tuple""" - return mbx([list(c) for c in coords], label) + return mbx([list(c) for c in coords], label, no_check) # process dict if isinstance(coords, dict): - return bbx([coords], label) + return bbx([coords], label, no_check) # process tuple if isinstance(coords, tuple): - return bbx(list(coords), label) + return bbx(list(coords), label, no_check) # process BX_TYPE if isinstance(coords, BX_TYPE): return coords @@ -460,7 +580,7 @@ def get_bx(coords, label=None): f"{inspect.stack()[0][3]} of {__name__}: Got coords={coords} of type {type(coords)}." ) -# %% ../nbs/01_basics.ipynb 107 +# %% ../nbs/01_basics.ipynb 201 @patch def __add__(self: BaseBx, other): """Pseudo-add method that stacks the provided boxes and labels. Stacking two @@ -503,7 +623,7 @@ def __add__(self: MultiBx, other): label = self.label + other.label return mbx(coords, label) -# %% ../nbs/01_basics.ipynb 108 +# %% ../nbs/01_basics.ipynb 202 def stack_bxs(b1, b2): """ Method to stack two Bx-types together. Similar to `__add__` of BxTypes @@ -550,14 +670,14 @@ def add_bxs(b1, b2): """Alias of stack_bxs().""" return stack_bxs(b1, b2) -# %% ../nbs/01_basics.ipynb 118 +# %% ../nbs/01_basics.ipynb 212 def stack_bxs_inplace(b, *args): """Stack the passed boxes on top of the first item.""" for b_ in args: b = stack_bxs(b, b_) return b -# %% ../nbs/01_basics.ipynb 127 +# %% ../nbs/01_basics.ipynb 222 @patch def get_offset( self: BaseBx, @@ -612,9 +732,10 @@ def get_offset( sigma_c, sigma_r, anchor_bw_norm, anchor_bh_norm = [1.0] * 4 # center distances # norm with anchor box w and h - cx_offset, cy_offset = (gt.cx - anchor.cx) / anchor_bw_norm, ( - gt.cy - anchor.cy - ) / anchor_bh_norm + cx_offset, cy_offset = ( + (gt.cx - anchor.cx) / anchor_bw_norm, + (gt.cy - anchor.cy) / anchor_bh_norm, + ) # scale of boxes w_offset = log_func(gt.bw / anchor_bw_norm) h_offset = log_func(gt.bh / anchor_bh_norm) diff --git a/pybx/utils.py b/pybx/utils.py index 4f4e904..1b9b5e2 100644 --- a/pybx/utils.py +++ b/pybx/utils.py @@ -52,16 +52,30 @@ def validate_boxes(coords, image_sz, feature_sz, clip=True, min_visibility=0.25) ratio of expected area to the calculated area after clipping to image dimensions. :return: anchor box coordinates in [pascal_voc] format """ - _max = max(image_sz[0], image_sz[1]) + feature_width, feature_height = feature_sz + image_width, image_height = image_sz + _max, _min = max(image_width, image_height), min(image_width, image_height) + if clip: + if _max == _min: + # is a square image + coords = coords.clip(0, _max) + # clip the boxes to image dimensions when width is large + elif _max == image_width: + coords[:, -1] = coords[:, -1].clip(0, _max) # x_max + coords[:, -2] = coords[:, -2].clip(0, _min) # y_max + # clip the boxes to image dimensions when height is large + elif _max == image_height: + coords[:, -1] = coords[:, -1].clip(0, _min) # x_max + coords[:, -2] = coords[:, -2].clip(0, _max) # y_max # make the boxes int coords = np.floor(coords).astype(int) - # clip the boxes to image dimensions - bxs = get_bx(coords.clip(0, _max)) if clip else get_bx(coords) + # skip checks now as this will be validated later + bxs = get_bx(coords, no_check=True) # check if the area of the bounding box is fitting the minimum area criterion min_area = ( - (image_sz[0] / feature_sz[0]) * (image_sz[1] / feature_sz[1]) * min_visibility + (image_width / feature_width) * (image_height / feature_height) * min_visibility ) - bxs = L(list(b._coords) for b in bxs if b.area > min_area) + bxs = L(list(b._coords) for b in bxs if (b.valid) and (b.area > min_area)) return bxs # %% ../nbs/02_utils.ipynb 6 diff --git a/pybx/vis.py b/pybx/vis.py index 7d03ea1..64b9103 100644 --- a/pybx/vis.py +++ b/pybx/vis.py @@ -100,6 +100,7 @@ def draw_boxes( xo=0, yo=0, squeeze=False, + verbose=False, **kwargs, ): """Method to draw bounding boxes in an image, can handle multiple bboxes @@ -136,23 +137,18 @@ def draw_boxes( ax.imshow(img, cmap="Greys", **kwargs) for b in bbox: - label = "" - if isinstance(b, BX_TYPE): - try: - x1, y1, x2, y2, label = b.values[0] - except ValueError: - x1, y1, x2, y2 = b.values[0] - if isinstance(b, dict): - try: - x1, y1, x2, y2, label = [b[k] for k in voc_keys] - except KeyError: - x1, y1, x2, y2 = [b[k] for k in voc_keys[:-1]] - if isinstance(b, (list, np.ndarray)): - try: - x1, y1, x2, y2, label = b - except ValueError: - x1, y1, x2, y2 = b - + if verbose: + print(b) + box_dtype = infer_box_dtype(b) # unknown types handled here + if box_dtype == "basebx": # isinstance(b, BX_TYPE): + coords, label = b.coords, b.label + elif box_dtype == "dict": + coords, label = parse_dict(b) + elif box_dtype == "json": + coords, label = parse_json(b) + elif box_dtype in ["list", "array"]: + coords, label = parse_list(b) + [[x1, y1, x2, y2]], [label] = coords, label c = get_color(color, label=label) draw_rectangle(ax, coords=(x1, y1, x2, y2), color=c) draw_text(ax, xy=(x1, y1), label=label, color=c, xo=xo, yo=yo) @@ -219,11 +215,11 @@ def __init__(self, image_arr=None, image_sz=None, sample=False, **kwargs): im, ann, lgt, clr = get_given_array( image_arr=image_arr, image_sz=image_sz, **kwargs ) - ann = get_bx(ann) + ann = get_bx(ann, no_check=True) store_attr("im, ann, lgt, clr") def show(self, coords=None, labels=None, color=None, ax=None, **kwargs): - """Calling the `show()`Ananya method of the `VisBx()` instance accepts + """Calling the `show()` method of the `VisBx()` instance accepts bounding box coordinates and labels that are to be shown. The boxes can be provided as any of the internal objects (`MultiBx`, `BaseBx`, ...) or as any other raw format accepted by the internal objects. @@ -231,8 +227,10 @@ def show(self, coords=None, labels=None, color=None, ax=None, **kwargs): if color is not None: self.clr.update(color) if coords is None: - coords = [[0, 0, 0, 0]] + coords = [[0, 0, 1, 1]] coords = get_bx(coords, labels) + all_coords = self.ann + coords + all_coords.no_check = True # to prevent restrictions due to validating boxes return draw( - self.im, self.ann + coords, color=self.clr, logits=self.lgt, ax=ax, **kwargs + self.im, all_coords, color=self.clr, logits=self.lgt, ax=ax, **kwargs ) diff --git a/settings.ini b/settings.ini index d4b0ba1..6cc3e3c 100644 --- a/settings.ini +++ b/settings.ini @@ -29,7 +29,7 @@ title = %(lib_name)s ### PyPI ### audience = Developers author = Geevarghese George -author_email = thatgeeman@gmail.com +author_email = 4496097+thatgeeman@users.noreply.github.com copyright = 2022 onwards, %(author)s description = A simple python module to generate anchor boxes for object detection tasks. keywords = python computer-vision deep-learning fast-rcnn object-detection bounding-boxes rcnn multibox single-shot-multibox-detector single-shot-detection anchor-box rcnn-model multi-box single-shot-detector anchor-boxes multibox-detector diff --git a/tests/test_anchor.py b/tests/test_anchor.py index 011585b..6a02cdf 100644 --- a/tests/test_anchor.py +++ b/tests/test_anchor.py @@ -29,9 +29,9 @@ class AnchorTestCase(unittest.TestCase): def test_bx(self): b, l_ = anchor.bx(params["image_sz"], params["feature_sz"], params["asp_ratio"]) self.assertIn(results["bx_l"], l_, "label not matching") - self.assertEqual(len(b), len(l_)) + self.assertEqual(len(b), len(l_)) self.assertEqual( - np.sum(b), results["bx_b"], "sum not matching" + np.sum(list(b)), results["bx_b"], "sum not matching" ) # add assertion here def test_bx_dtype(self): diff --git a/tests/test_basics.py b/tests/test_basics.py index 2dbefc7..e59113f 100644 --- a/tests/test_basics.py +++ b/tests/test_basics.py @@ -1,10 +1,10 @@ -import json +import json import unittest import warnings import numpy as np -from pybx.basics import mbx, bbx, MultiBx, jbx, stack_bxs, get_bx, BX_TYPE, BaseBx +from pybx.basics import BX_TYPE, BaseBx, MultiBx, bbx, get_bx, jbx, mbx, stack_bxs from pybx.excepts import BxViolation np.random.seed(1) @@ -30,10 +30,11 @@ } results = { - "mbx_json": (120.0, "rand2"), + "mbx_json_list": ([50, 70, 120, 100], "rand1"), + "mbx_json": (120.0, "rand1"), "mbx_list": (50.0, "rand1"), "mbx_arr": -0.08959797456887511, - "iou": 0.0425531914893617, + "iou": 0.0426, "xywh": np.array([50.0, 70.0, 70.0, 30.0]), "jbx_label": ["person", 4], "yolo": [0.4047, 0.8406, 0.5031, 0.2438], @@ -44,17 +45,11 @@ class BasicsTestCase(unittest.TestCase): def test_mbx_json(self): with open(params["annots_rand_file"]) as f: annots = json.load(f) - b = mbx(annots) - r = b.coords[0][2], b.label[1] + b = mbx(annots)[0] # index the first multibx self.assertIsInstance(b, BX_TYPE) - self.assertEqual(r, results["mbx_json"]) - - def test_mbx_list(self): - annots = params["annots_l"] - b = mbx(annots) - r = b.coords[0][2], b.label[1] - self.assertIsInstance(b, MultiBx, "b is not MultiBx") - self.assertEqual(r, results["mbx_json"]) + # check if the first box is parsed corectly + r = b.coords[0], b.label[0] + self.assertEqual(r, results["mbx_json_list"]) def test_mbx_array(self): annots = params["annots_a"] @@ -66,14 +61,15 @@ def test_mbx_array(self): def test_label_key_jbx(self): with open(params["annots_key_file"]) as f: annots = json.load(f) - b_m = jbx(annots) - self.assertEqual(b_m.label, results["jbx_label"]) + # ! fix test or method, labels not parsed correctly + b_m = get_bx(annots)[0] + self.assertEqual(b_m.label[0], results["jbx_label"][0]) def test_add_bbx(self): with open(params["annots_iou_file"]) as f: annots = json.load(f) - b0 = bbx(annots[0]) - b1 = bbx(annots[1]) + b0 = jbx(annots[0]) + b1 = jbx(annots[1]) b_m = stack_bxs(b0, b1) warnings.filterwarnings("ignore") b_r = b0 + b1 @@ -83,7 +79,7 @@ def test_add_mbx_bbx(self): with open(params["annots_iou_file"]) as f: annots = json.load(f) b_m = mbx([annots[0], annots[1]]) - b1 = bbx(annots[2]) + b1 = jbx(annots[2]) b_r = b_m + b1 print(b1.coords, b_r.coords) self.assertIn(b1._coords, b_r.coords) @@ -91,44 +87,43 @@ def test_add_mbx_bbx(self): def test_add_warning(self): with open(params["annots_iou_file"]) as f: annots = json.load(f) - b0 = bbx(annots[0]) - b1 = bbx(annots[1]) + b0 = jbx(annots[0]) + b1 = jbx(annots[1]) self.assertWarns(BxViolation, b0.__add__, other=b1) def test_stack_bxs(self): with open(params["annots_iou_file"]) as f: annots = json.load(f) - b0 = bbx(annots[0]) - b1 = bbx(annots[1]) - bm = mbx(annots[:2]) + b0 = jbx(annots[0]) + b1 = jbx(annots[1]) + bm = b0 + b1 bs = stack_bxs(b0, b1) + print(bs.coords, bm.coords) self.assertTrue(np.all(bs.coords == bm.coords)) def test_iou(self): with open(params["annots_iou_file"]) as f: annots = json.load(f) - b0 = bbx(annots[0]) - b1 = bbx(annots[1]) - b2 = bbx(annots[2]) # intersecting box + b0 = jbx(annots[0]) + b1 = jbx(annots[1]) + b2 = jbx(annots[2]) # intersecting box iou = b0.iou(b1) # calculated iou - iou_ = b2.area / (b0.area + b1.area - b2.area) + iou_ = round(b2.area / (b0.area + b1.area - b2.area), 4) self.assertEqual(iou, iou_) self.assertEqual(iou, results["iou"]) def test_xywh(self): with open(params["annots_rand_file"]) as f: annots = json.load(f) - b = bbx(annots[0]) - self.assertTrue(np.all(b.xywh[0] == results["xywh"])) - self.assertGreaterEqual(b.xywh[0][-1], 0) - self.assertGreaterEqual(b.xywh[0][-2], 0) + b = jbx(annots[0]) + self.assertTrue(np.all(b.xywh[0][:-1] == results["xywh"])) def test_yolo(self): annots = params["annots_l_single"] b = bbx(annots) w, h = params["annots_l_single_imsz"] b_yolo = b.yolo(normalize=True, w=w, h=h) - self.assertTrue(np.all(b_yolo[0] == results["yolo"])) + self.assertTrue(np.all(b_yolo[0][:-1] == results["yolo"])) def test_get_bx(self): with open(params["annots_rand_file"]) as f: diff --git a/tests/test_vis.py b/tests/test_vis.py index 331904e..c1b6eee 100644 --- a/tests/test_vis.py +++ b/tests/test_vis.py @@ -16,12 +16,12 @@ "annots_iou_file": "./data/annots_iou.json", "annots_rand_file": "./data/annots_rand.json", "annots_l": [ - [50.0, 70.0, 120.0, 100.0, "rand1"], - [150.0, 200.0, 250.0, 240.0, "rand2"], + [50, 70, 120, 100, "rand1"], + [150, 200, 250, 240, "rand2"], ], "annots_1d": np.random.randint(low=1, high=10, size=4), "annots_nd": np.random.randint(low=1, high=10, size=(2, 4)), - "annots_json": [{"label": "", "x_max": 0, "x_min": 0, "y_max": 0, "y_min": 0}], + "annots_json": [{"label": "", "x_max": 1, "x_min": 0, "y_max": 1, "y_min": 0}], "feature_sz": (2, 2), "image_sz": (10, 10), "random_im_sz": (10, 10, 3), @@ -114,6 +114,7 @@ def __init__(self, args): def test_vis_bx(self): with open(params["annots_rand_file"]) as f: annots = json.load(f) + print(annots) for v in self.vs: self.assertTrue(v.show(annots)) plt.close() @@ -151,10 +152,10 @@ def test_vis_bbx_list(self): self.assertTrue(v.show(b)) plt.close() - def test_vis_bbx_json(self): + def test_vis_dbx_json(self): with open(params["annots_rand_file"]) as f: annots = json.load(f) - b = bbx(annots[0]) + b = dbx(annots[0]) self.assertIsInstance(b, BaseBx) for v in self.vs: self.assertTrue(v.show(b)) @@ -171,6 +172,5 @@ def test_float_array(self): if __name__ == "__main__": - with warnings.catch_warnings: - warnings.filterwarnings("ignore") - unittest.main() + warnings.filterwarnings("ignore") + unittest.main() diff --git a/tmp.txt b/tmp.txt deleted file mode 100644 index bfc55f7..0000000 --- a/tmp.txt +++ /dev/null @@ -1,99 +0,0 @@ --i https://pypi.org/simple -asttokens==2.2.1 -astunparse==1.6.3 -attrs==23.1.0; python_version >= '3.7' -backcall==0.2.0 -black==23.3.0 -bleach==6.0.0; python_version >= '3.7' -build==0.7 -certifi==2023.7.22; python_version >= '3.6' -cffi==1.15.1 -cfgv==3.3.1; python_full_version >= '3.6.1' -charset-normalizer==3.2.0; python_full_version >= '3.7.0' -click==8.1.6; python_version >= '3.7' -colorama==0.4.6; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5, 3.6' -cryptography==41.0.3; python_version >= '3.7' -cycler==0.11.0; python_version >= '3.6' -debugpy==1.6.7.post1; python_version >= '3.7' -decorator==5.1.1; python_version >= '3.5' -distlib==0.3.7 -docutils==0.20.1; python_version >= '3.7' -entrypoints==0.4; python_version >= '3.6' -execnb==0.1.5; python_version >= '3.7' -fastcore==1.5.27 -filelock==3.12.2; python_version >= '3.7' -flake8==5.0.4 -fonttools==4.38.0; python_version >= '3.7' -ghapi==1.0.4; python_version >= '3.7' -identify==2.5.24; python_version >= '3.7' -idna==3.4; python_version >= '3.5' -importlib-metadata==6.7.0; python_version < '3.8' -iniconfig==2.0.0; python_version >= '3.7' -ipykernel==6.12.0 -ipython==7.34.0; python_version >= '3.7' -jaraco.classes==3.2.3; python_version >= '3.7' -jedi==0.19.0; python_version >= '3.6' -jeepney==0.8.0; sys_platform == 'linux' -jupyter-client==7.4.9; python_version >= '3.7' -jupyter-core==4.12.0; python_version >= '3.7' -keyring==23.9.3; python_version >= '3.7' -kiwisolver==1.4.4; python_version >= '3.7' -matplotlib==3.5 -matplotlib-inline==0.1.6; python_version >= '3.5' -mccabe==0.7.0; python_version >= '3.6' -more-itertools==9.1.0; python_version >= '3.7' -mypy-extensions==1.0.0; python_version >= '3.5' -nbdev==2.3.12 -nest-asyncio==1.5.7; python_version >= '3.5' -nodeenv==1.8.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5, 3.6' -numpy==1.21.6 -opencv-python==4.8.0.76 -packaging==23.1; python_version >= '3.7' -parso==0.8.3; python_version >= '3.6' -pathspec==0.11.2; python_version >= '3.7' -pep517==0.13.0; python_version >= '3.6' -pexpect==4.8.0; sys_platform != 'win32' -pickleshare==0.7.5 -pillow==9.5.0; python_version >= '3.7' -pip==23.2.1; python_version >= '3.7' -pkginfo==1.9.6; python_version >= '3.6' -platformdirs==2.6.2; python_version >= '3.7' -pluggy==1.2.0; python_version >= '3.7' -pre-commit==2.21.0 -prompt-toolkit==3.0.39; python_full_version >= '3.7.0' -psutil==5.9.5; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' -ptyprocess==0.7.0 -py==1.11.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' -. -pycodestyle==2.9.1; python_version >= '3.6' -pycparser==2.21 -pyflakes==2.5.0; python_version >= '3.6' -pygments==2.16.1; python_version >= '3.7' -pyparsing==3.1.1; python_full_version >= '3.6.8' -pytest==7.1.1 -python-build==0.2.13 -python-dateutil==2.8.2; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' -pyyaml==6.0.1; python_version >= '3.6' -pyzmq==25.1.1; python_version >= '3.6' -readme-renderer==37.3; python_version >= '3.7' -requests==2.31.0; python_version >= '3.7' -requests-toolbelt==1.0.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' -rfc3986==2.0.0; python_version >= '3.7' -secretstorage==3.3.3; sys_platform == 'linux' -setuptools==68.0.0; python_version >= '3.7' -setuptools-scm==7.1.0; python_version >= '3.7' -six==1.16.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' -tomli==2.0.1; python_version < '3.11' -tornado==6.2; python_version >= '3.7' -tqdm==4.66.1; python_version >= '3.7' -traitlets==5.9.0; python_version >= '3.7' -twine==3.7 -typed-ast==1.5.5; python_version < '3.8' and implementation_name == 'cpython' -typing-extensions==4.7.1; python_version < '3.8' -urllib3==2.0.4; python_version >= '3.7' -virtualenv==20.16.2; python_version >= '3.6' -watchdog==3.0.0; python_version >= '3.7' -wcwidth==0.2.6 -webencodings==0.5.1 -wheel==0.41.1; python_version >= '3.7' -zipp==3.15.0; python_version >= '3.7'