Final_HOF_Full_Face.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract the HOF Features for the full face"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "import os\n",
    "import time\n",
    "import re\n",
    "import math\n",
    "from scipy import ndimage, misc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "numbers=re.compile(r'(\\d+)')\n",
    "def numericalsort(value):\n",
    "    parts=numbers.split(value)\n",
    "    parts[1::2]=map(int, parts[1::2])\n",
    "    return parts\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'F:\\\\ca2b'"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.chdir(\"F:\\CA2b\")\n",
    "orig_dir = os.getcwd()\n",
    "orig_dir"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "def hof(flow, orientations=9, pixels_per_cell=(8, 8),\n",
    "        cells_per_block=(2, 2), normalise=False, motion_threshold=1.):\n",
    "\n",
    "    \"\"\"Extract Histogram of Optical Flow (HOF) for a given image.\n",
    "    Key difference between this and HOG is that flow is MxNx2 instead of MxN\n",
    "    Compute a Histogram of Optical Flow (HOF) by\n",
    "        1. (optional) global image normalisation\n",
    "        2. computing the dense optical flow\n",
    "        3. computing flow histograms\n",
    "        4. normalising across blocks\n",
    "        5. flattening into a feature vector\n",
    "    Parameters\n",
    "    ----------\n",
    "    Flow : (M, N) ndarray\n",
    "        Input image (x and y flow images).\n",
    "    orientations : int\n",
    "        Number of orientation bins.\n",
    "    pixels_per_cell : 2 tuple (int, int)\n",
    "        Size (in pixels) of a cell.\n",
    "    cells_per_block  : 2 tuple (int,int)\n",
    "        Number of cells in each block.\n",
    "    normalise : bool, optional\n",
    "        Apply power law compression to normalise the image before\n",
    "        processing.\n",
    "    static_threshold : threshold for no motion\n",
    "    Returns\n",
    "    -------\n",
    "    newarr : ndarray\n",
    "        hof for the image as a 1D (flattened) array.\n",
    "    hof_image : ndarray (if visualise=True)\n",
    "        A visualisation of the hof image.\n",
    "    References\n",
    "    ----------\n",
    "    * http://en.wikipedia.org/wiki/Histogram_of_oriented_gradients\n",
    "    * Dalal, N and Triggs, B, Histograms of Oriented Gradients for\n",
    "      Human Detection, IEEE Computer Society Conference on Computer\n",
    "      Vision and Pattern Recognition 2005 San Diego, CA, USA\n",
    "    \"\"\"\n",
    "    flow = np.atleast_2d(flow)\n",
    "\n",
    "    \"\"\" \n",
    "    -1-\n",
    "    The first stage applies an optional global image normalisation\n",
    "    equalisation that is designed to reduce the influence of illumination\n",
    "    effects. In practice we use gamma (power law) compression, either\n",
    "    computing the square root or the log of each colour channel.\n",
    "    Image texture strength is typically proportional to the local surface\n",
    "    illumination so this compression helps to reduce the effects of local\n",
    "    shadowing and illumination variations.\n",
    "    \"\"\"\n",
    "\n",
    "    if flow.ndim < 3:\n",
    "        raise ValueError(\"Requires dense flow in both directions\")\n",
    "\n",
    "    if normalise:\n",
    "        flow = sqrt(flow)\n",
    "\n",
    "    \"\"\" \n",
    "    -2-\n",
    "    The second stage computes first order image gradients. These capture\n",
    "    contour, silhouette and some texture information, while providing\n",
    "    further resistance to illumination variations. The locally dominant\n",
    "    colour channel is used, which provides colour invariance to a large\n",
    "    extent. Variant methods may also include second order image derivatives,\n",
    "    which act as primitive bar detectors - a useful feature for capturing,\n",
    "    e.g. bar like structures in bicycles and limbs in humans.\n",
    "    \"\"\"\n",
    "\n",
    "    if flow.dtype.kind == 'u':\n",
    "        # convert uint image to float\n",
    "        # to avoid problems with subtracting unsigned numbers in np.diff()\n",
    "        flow = flow.astype('float')\n",
    "\n",
    "    gx = np.zeros(flow.shape[:2])\n",
    "    gy = np.zeros(flow.shape[:2])\n",
    "    # gx[:, :-1] = np.diff(flow[:,:,1], n=1, axis=1)\n",
    "    # gy[:-1, :] = np.diff(flow[:,:,0], n=1, axis=0)\n",
    "\n",
    "    gx = flow[:,:,1]\n",
    "    gy = flow[:,:,0]\n",
    "\n",
    "\n",
    "    \"\"\" \n",
    "    -3-\n",
    "    The third stage aims to produce an encoding that is sensitive to\n",
    "    local image content while remaining resistant to small changes in\n",
    "    pose or appearance. The adopted method pools gradient orientation\n",
    "    information locally in the same way as the SIFT [Lowe 2004]\n",
    "    feature. The image window is divided into small spatial regions,\n",
    "    called \"cells\". For each cell we accumulate a local 1-D histogram\n",
    "    of gradient or edge orientations over all the pixels in the\n",
    "    cell. This combined cell-level 1-D histogram forms the basic\n",
    "    \"orientation histogram\" representation. Each orientation histogram\n",
    "    divides the gradient angle range into a fixed number of\n",
    "    predetermined bins. The gradient magnitudes of the pixels in the\n",
    "    cell are used to vote into the orientation histogram.\n",
    "    \"\"\"\n",
    "\n",
    "    magnitude = np.sqrt(gx**2 + gy**2)\n",
    "    orientation = np.arctan2(gy, gx) * (180 / math.pi) % 180\n",
    "\n",
    "    sy, sx = flow.shape[:2]\n",
    "    cx, cy = pixels_per_cell\n",
    "    bx, by = cells_per_block\n",
    "\n",
    "    n_cellsx = int(np.floor(sx // cx))  # number of cells in x\n",
    "    n_cellsy = int(np.floor(sy // cy))  # number of cells in y\n",
    "\n",
    "    # compute orientations integral images\n",
    "    orientation_histogram = np.zeros((n_cellsy, n_cellsx, orientations))\n",
    "    subsample = np.index_exp[int(cy / 2):cy * n_cellsy:cy, int(cx / 2):cx * n_cellsx:cx]\n",
    "    for i in range(orientations-1):\n",
    "        #create new integral image for this orientation\n",
    "        # isolate orientations in this range\n",
    "\n",
    "        temp_ori = np.where(orientation < 180 / orientations * (i + 1),\n",
    "                            orientation, -1)\n",
    "        temp_ori = np.where(orientation >= 180 / orientations * i,\n",
    "                            temp_ori, -1)\n",
    "        # select magnitudes for those orientations\n",
    "        cond2 = (temp_ori > -1) * (magnitude > motion_threshold)\n",
    "        temp_mag = np.where(cond2, magnitude, 0)\n",
    "\n",
    "        #temp_filt = uniform_filter(temp_mag, size=(cy, cx))\n",
    "        temp_filt = ndimage.uniform_filter(temp_mag, size=(cy, cx))\n",
    "        orientation_histogram[:, :, i] = temp_filt[subsample]\n",
    "\n",
    "    ''' Calculate the no-motion bin '''\n",
    "    temp_mag = np.where(magnitude <= motion_threshold, magnitude, 0)\n",
    "\n",
    "    temp_filt = ndimage.uniform_filter(temp_mag, size=(cy, cx))\n",
    "    orientation_histogram[:, :, -1] = temp_filt[subsample]\n",
    "\n",
    "    \"\"\"\n",
    "    The fourth stage computes normalisation, which takes local groups of\n",
    "    cells and contrast normalises their overall responses before passing\n",
    "    to next stage. Normalisation introduces better invariance to illumination,\n",
    "    shadowing, and edge contrast. It is performed by accumulating a measure\n",
    "    of local histogram \"energy\" over local groups of cells that we call\n",
    "    \"blocks\". The result is used to normalise each cell in the block.\n",
    "    Typically each individual cell is shared between several blocks, but\n",
    "    its normalisations are block dependent and thus different. The cell\n",
    "    thus appears several times in the final output vector with different\n",
    "    normalisations. This may seem redundant but it improves the performance.\n",
    "    We refer to the normalised block descriptors as Histogram of Oriented\n",
    "    Gradient (hog) descriptors.\n",
    "    \"\"\"\n",
    "\n",
    "    n_blocksx = (n_cellsx - bx) + 1\n",
    "    n_blocksy = (n_cellsy - by) + 1\n",
    "    normalised_blocks = np.zeros((n_blocksy, n_blocksx,\n",
    "                                  by, bx, orientations))\n",
    "\n",
    "    for x in range(n_blocksx):\n",
    "        for y in range(n_blocksy):\n",
    "            block = orientation_histogram[y:y+by, x:x+bx, :]\n",
    "            eps = 1e-5\n",
    "            normalised_blocks[y, x, :] = block / np.sqrt(block.sum()**2 + eps)\n",
    "\n",
    "    return normalised_blocks.ravel()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "#extract Histogram of Optical Flow features for a given consequetive frames. Replace frame by extracted HOG\n",
    "#def extract_hof_feature(seq_location_list,seq_label):\n",
    "def extract_hof_feature(seq_location):\n",
    "    feature_hof = []\n",
    "    label_list = []\n",
    "    img_width = 128\n",
    "    img_height = 64\n",
    "        \n",
    "    filepath=seq_location\n",
    "\n",
    "    seq_folder = os.listdir(filepath)\n",
    "    seq_folder_sorted=sorted(seq_folder, key=numericalsort)\n",
    "    hof_hist=[]\n",
    "\n",
    "    #iterate the frames inside a given sequence\n",
    "    for b in range(0,len(seq_folder_sorted)-1):\n",
    "        framepath = os.path.join(filepath, seq_folder_sorted[b])\n",
    "        #print(\"image being processed\", framepath)\n",
    "        #read first frame\n",
    "        frame = cv2.imread(framepath)\n",
    "        \n",
    "        gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n",
    " \n",
    "\n",
    "        previousGray = gray\n",
    "\n",
    "        framepath_next = os.path.join(filepath, seq_folder_sorted[b+1])\n",
    "\n",
    "        frame_next = cv2.imread(framepath_next)\n",
    " \n",
    "\n",
    "        gray = cv2.cvtColor(frame_next, cv2.COLOR_BGR2GRAY)\n",
    " \n",
    "\n",
    "\n",
    "        flow = cv2.calcOpticalFlowFarneback(previousGray, gray, \n",
    "                                            flow=None, pyr_scale=0.5, levels=5, winsize=11, \n",
    "                                            iterations=10, poly_n=5, poly_sigma=1.1, flags=0)\n",
    "\n",
    "        hof_feature_one = hof(flow, orientations=9, pixels_per_cell=(8, 8),cells_per_block=(2, 2))\n",
    "\n",
    "\n",
    "        hof_hist.append(hof_feature_one)        \n",
    "    return(hof_hist)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create the folders for each main subject\n",
    "frames_source_path=os.path.join(orig_dir, 'CASME2_Extracted_Frames')\n",
    "subject_list = os.listdir(frames_source_path)\n",
    "\n",
    "for subject in subject_list:\n",
    "    subject_path_list=os.path.join(frames_source_path, subject)\n",
    "    file_list = os.listdir(subject_path_list)\n",
    "    os.chdir(\"F:\\CA2b\\HOF_Full_Image\")\n",
    "    if not os.path.exists(subject):\n",
    "        os.mkdir(subject)\n",
    "        \n",
    "\n",
    "\n",
    "os.chdir(orig_dir)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub03\\EP01_2\n",
      "runtime =  8.822487354278564\n",
      "creating a new folder for  EP01_2 in subject sub03\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub03\n",
      "created subdirectory for folder EP01_2\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub03\\EP01_2\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub03\\EP01_2\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub03\\EP07_03\n",
      "runtime =  13.326943397521973\n",
      "creating a new folder for  EP07_03 in subject sub03\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub03\n",
      "created subdirectory for folder EP07_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub03\\EP07_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub03\\EP07_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub03\\EP07_04\n",
      "runtime =  18.872156143188477\n",
      "creating a new folder for  EP07_04 in subject sub03\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub03\n",
      "created subdirectory for folder EP07_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub03\\EP07_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub03\\EP07_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub03\\EP08_1\n",
      "runtime =  17.75359082221985\n",
      "creating a new folder for  EP08_1 in subject sub03\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub03\n",
      "created subdirectory for folder EP08_1\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub03\\EP08_1\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub03\\EP08_1\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub03\\EP09_03\n",
      "runtime =  13.382869243621826\n",
      "creating a new folder for  EP09_03 in subject sub03\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub03\n",
      "created subdirectory for folder EP09_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub03\\EP09_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub03\\EP09_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub03\\EP18_06\n",
      "runtime =  22.669644355773926\n",
      "creating a new folder for  EP18_06 in subject sub03\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub03\n",
      "created subdirectory for folder EP18_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub03\\EP18_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub03\\EP18_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub03\\EP19_08\n",
      "runtime =  8.945500373840332\n",
      "creating a new folder for  EP19_08 in subject sub03\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub03\n",
      "created subdirectory for folder EP19_08\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub03\\EP19_08\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub03\\EP19_08\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub04\\EP12_01f\n",
      "runtime =  13.365144491195679\n",
      "creating a new folder for  EP12_01f in subject sub04\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub04\n",
      "created subdirectory for folder EP12_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub04\\EP12_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub04\\EP12_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub04\\EP12_02f\n",
      "runtime =  11.133318662643433\n",
      "creating a new folder for  EP12_02f in subject sub04\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub04\n",
      "created subdirectory for folder EP12_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub04\\EP12_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub04\\EP12_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub04\\EP13_02f\n",
      "runtime =  13.329345703125\n",
      "creating a new folder for  EP13_02f in subject sub04\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub04\n",
      "created subdirectory for folder EP13_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub04\\EP13_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub04\\EP13_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub04\\EP13_06f\n",
      "runtime =  20.02072024345398\n",
      "creating a new folder for  EP13_06f in subject sub04\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub04\n",
      "created subdirectory for folder EP13_06f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub04\\EP13_06f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub04\\EP13_06f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub04\\EP19_01f\n",
      "runtime =  7.810198783874512\n",
      "creating a new folder for  EP19_01f in subject sub04\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub04\n",
      "created subdirectory for folder EP19_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub04\\EP19_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub04\\EP19_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP02_07\n",
      "runtime =  14.403815031051636\n",
      "creating a new folder for  EP02_07 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP02_07\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP02_07\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP02_07\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP03_01\n",
      "runtime =  13.39169692993164\n",
      "creating a new folder for  EP03_01 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP03_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP03_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP03_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP03_06\n",
      "runtime =  11.113181352615356\n",
      "creating a new folder for  EP03_06 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP03_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP03_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP03_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP03_07\n",
      "runtime =  9.325767517089844\n",
      "creating a new folder for  EP03_07 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP03_07\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP03_07\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP03_07\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP04_05\n",
      "runtime =  11.086371421813965\n",
      "creating a new folder for  EP04_05 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP04_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP04_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP04_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP04_06\n",
      "runtime =  19.160503149032593\n",
      "creating a new folder for  EP04_06 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP04_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP04_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP04_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP05_03\n",
      "runtime =  19.988242149353027\n",
      "creating a new folder for  EP05_03 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP05_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP05_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP05_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP05_09\n",
      "runtime =  19.305330514907837\n",
      "creating a new folder for  EP05_09 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP05_09\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP05_09\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP05_09\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP06_10\n",
      "runtime =  11.355256795883179\n",
      "creating a new folder for  EP06_10 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP06_10\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP06_10\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP06_10\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP07_01\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  12.628203392028809\n",
      "creating a new folder for  EP07_01 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP07_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP07_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP07_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP08_05\n",
      "runtime =  14.453765392303467\n",
      "creating a new folder for  EP08_05 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP08_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP08_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP08_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP09_05f\n",
      "runtime =  12.042739152908325\n",
      "creating a new folder for  EP09_05f in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP09_05f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP09_05f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP09_05f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP12_03f\n",
      "runtime =  11.152385234832764\n",
      "creating a new folder for  EP12_03f in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP12_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP12_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP12_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP12_06\n",
      "runtime =  16.629049062728882\n",
      "creating a new folder for  EP12_06 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP12_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP12_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP12_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP13_04f\n",
      "runtime =  16.59243083000183\n",
      "creating a new folder for  EP13_04f in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP13_04f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP13_04f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP13_04f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP13_06\n",
      "runtime =  13.268161296844482\n",
      "creating a new folder for  EP13_06 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP13_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP13_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP13_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP16_03f\n",
      "runtime =  22.036596298217773\n",
      "creating a new folder for  EP16_03f in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP16_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP16_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP16_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP16_04f\n",
      "runtime =  8.900970458984375\n",
      "creating a new folder for  EP16_04f in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP16_04f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP16_04f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP16_04f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub05\\EP19_03\n",
      "runtime =  11.570587873458862\n",
      "creating a new folder for  EP19_03 in subject sub05\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub05\n",
      "created subdirectory for folder EP19_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub05\\EP19_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub05\\EP19_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub06\\EP01_01\n",
      "runtime =  12.164572477340698\n",
      "creating a new folder for  EP01_01 in subject sub06\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub06\n",
      "created subdirectory for folder EP01_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub06\\EP01_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub06\\EP01_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub06\\EP02_31\n",
      "runtime =  10.84542179107666\n",
      "creating a new folder for  EP02_31 in subject sub06\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub06\n",
      "created subdirectory for folder EP02_31\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub06\\EP02_31\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub06\\EP02_31\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub06\\EP10_08\n",
      "runtime =  9.95955753326416\n",
      "creating a new folder for  EP10_08 in subject sub06\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub06\n",
      "created subdirectory for folder EP10_08\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub06\\EP10_08\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub06\\EP10_08\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub06\\EP15_02\n",
      "runtime =  11.051273345947266\n",
      "creating a new folder for  EP15_02 in subject sub06\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub06\n",
      "created subdirectory for folder EP15_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub06\\EP15_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub06\\EP15_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub06\\EP16_05\n",
      "runtime =  12.661813497543335\n",
      "creating a new folder for  EP16_05 in subject sub06\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub06\n",
      "created subdirectory for folder EP16_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub06\\EP16_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub06\\EP16_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP01_01\n",
      "runtime =  17.224034786224365\n",
      "creating a new folder for  EP01_01 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP01_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP01_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP01_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP03_04\n",
      "runtime =  14.385640621185303\n",
      "creating a new folder for  EP03_04 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP03_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP03_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP03_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP06_01\n",
      "runtime =  11.739237070083618\n",
      "creating a new folder for  EP06_01 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP06_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP06_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP06_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP06_02_01\n",
      "runtime =  17.76593279838562\n",
      "creating a new folder for  EP06_02_01 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP06_02_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP06_02_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP06_02_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP06_02_02\n",
      "runtime =  12.174867391586304\n",
      "creating a new folder for  EP06_02_02 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP06_02_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP06_02_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP06_02_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP08_02\n",
      "runtime =  11.06135606765747\n",
      "creating a new folder for  EP08_02 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP08_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP08_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP08_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP15_01\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  12.134195327758789\n",
      "creating a new folder for  EP15_01 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP15_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP15_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP15_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP18_01\n",
      "runtime =  9.972806692123413\n",
      "creating a new folder for  EP18_01 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP18_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP18_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP18_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub07\\EP18_03\n",
      "runtime =  18.84550380706787\n",
      "creating a new folder for  EP18_03 in subject sub07\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub07\n",
      "created subdirectory for folder EP18_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub07\\EP18_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub07\\EP18_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub08\\EP12_07f\n",
      "runtime =  20.342028379440308\n",
      "creating a new folder for  EP12_07f in subject sub08\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub08\n",
      "created subdirectory for folder EP12_07f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub08\\EP12_07f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub08\\EP12_07f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub08\\EP12_08f\n",
      "runtime =  22.022979974746704\n",
      "creating a new folder for  EP12_08f in subject sub08\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub08\n",
      "created subdirectory for folder EP12_08f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub08\\EP12_08f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub08\\EP12_08f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub08\\EP13_01f\n",
      "runtime =  17.026819705963135\n",
      "creating a new folder for  EP13_01f in subject sub08\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub08\n",
      "created subdirectory for folder EP13_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub08\\EP13_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub08\\EP13_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP02_01f\n",
      "runtime =  15.54439640045166\n",
      "creating a new folder for  EP02_01f in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP02_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP02_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP02_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP05_02\n",
      "runtime =  28.92475986480713\n",
      "creating a new folder for  EP05_02 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP05_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP05_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP05_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP05_03\n",
      "runtime =  14.445968389511108\n",
      "creating a new folder for  EP05_03 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP05_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP05_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP05_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP05_05\n",
      "runtime =  11.114995956420898\n",
      "creating a new folder for  EP05_05 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP05_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP05_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP05_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP06_01f\n",
      "runtime =  26.64986777305603\n",
      "creating a new folder for  EP06_01f in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP06_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP06_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP06_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP06_02f\n",
      "runtime =  21.170820951461792\n",
      "creating a new folder for  EP06_02f in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP06_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP06_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP06_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP09f\n",
      "runtime =  13.44377875328064\n",
      "creating a new folder for  EP09f in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP09f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP09f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP09f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP09_04\n",
      "runtime =  26.717894315719604\n",
      "creating a new folder for  EP09_04 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP09_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP09_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP09_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP09_05\n",
      "runtime =  18.88897728919983\n",
      "creating a new folder for  EP09_05 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP09_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP09_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP09_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP13_01\n",
      "runtime =  20.068580389022827\n",
      "creating a new folder for  EP13_01 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP13_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP13_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP13_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP13_02\n",
      "runtime =  13.376330375671387\n",
      "creating a new folder for  EP13_02 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP13_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP13_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP13_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP15_05\n",
      "runtime =  12.20905065536499\n",
      "creating a new folder for  EP15_05 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP15_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP15_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP15_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP17_08\n",
      "runtime =  15.54291558265686\n",
      "creating a new folder for  EP17_08 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP17_08\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP17_08\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP17_08\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub09\\EP18_03\n",
      "runtime =  15.562433004379272\n",
      "creating a new folder for  EP18_03 in subject sub09\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub09\n",
      "created subdirectory for folder EP18_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub09\\EP18_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub09\\EP18_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP06_01f\n",
      "runtime =  20.145576238632202\n",
      "creating a new folder for  EP06_01f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP06_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP06_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP06_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP08_01f\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  14.459269285202026\n",
      "creating a new folder for  EP08_01f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP08_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP08_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP08_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP10_01f\n",
      "runtime =  13.379405736923218\n",
      "creating a new folder for  EP10_01f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP10_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP10_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP10_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP11_01\n",
      "runtime =  15.586173057556152\n",
      "creating a new folder for  EP11_01 in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP11_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP11_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP11_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP11_01f\n",
      "runtime =  12.302475929260254\n",
      "creating a new folder for  EP11_01f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP11_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP11_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP11_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP12_02f\n",
      "runtime =  13.305198907852173\n",
      "creating a new folder for  EP12_02f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP12_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP12_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP12_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP12_03f\n",
      "runtime =  18.91288113594055\n",
      "creating a new folder for  EP12_03f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP12_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP12_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP12_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP12_04\n",
      "runtime =  18.888188362121582\n",
      "creating a new folder for  EP12_04 in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP12_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP12_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP12_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP13_01\n",
      "runtime =  14.429815292358398\n",
      "creating a new folder for  EP13_01 in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP13_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP13_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP13_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP13_02f\n",
      "runtime =  20.140079736709595\n",
      "creating a new folder for  EP13_02f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP13_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP13_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP13_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP13_03f\n",
      "runtime =  15.005808353424072\n",
      "creating a new folder for  EP13_03f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP13_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP13_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP13_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP16_02f\n",
      "runtime =  20.61231017112732\n",
      "creating a new folder for  EP16_02f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP16_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP16_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP16_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP18_01f\n",
      "runtime =  14.074496269226074\n",
      "creating a new folder for  EP18_01f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP18_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP18_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP18_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub10\\EP19_04f\n",
      "runtime =  10.206814765930176\n",
      "creating a new folder for  EP19_04f in subject sub10\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub10\n",
      "created subdirectory for folder EP19_04f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub10\\EP19_04f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub10\\EP19_04f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP02_06f\n",
      "runtime =  10.181296110153198\n",
      "creating a new folder for  EP02_06f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP02_06f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP02_06f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP02_06f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP08_01f\n",
      "runtime =  11.33361291885376\n",
      "creating a new folder for  EP08_01f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP08_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP08_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP08_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP12_03f\n",
      "runtime =  21.29426097869873\n",
      "creating a new folder for  EP12_03f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP12_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP12_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP12_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP13_02f\n",
      "runtime =  20.4444363117218\n",
      "creating a new folder for  EP13_02f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP13_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP13_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP13_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP13_03f\n",
      "runtime =  16.98956274986267\n",
      "creating a new folder for  EP13_03f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP13_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP13_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP13_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP13_05f\n",
      "runtime =  21.46254801750183\n",
      "creating a new folder for  EP13_05f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP13_05f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP13_05f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP13_05f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP15_01f\n",
      "runtime =  12.428709506988525\n",
      "creating a new folder for  EP15_01f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP15_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP15_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP15_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP15_04f\n",
      "runtime =  7.909456729888916\n",
      "creating a new folder for  EP15_04f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP15_04f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP15_04f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP15_04f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP18_03f\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  16.992132663726807\n",
      "creating a new folder for  EP18_03f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP18_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP18_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP18_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub11\\EP19_03f\n",
      "runtime =  31.574220180511475\n",
      "creating a new folder for  EP19_03f in subject sub11\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub11\n",
      "created subdirectory for folder EP19_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub11\\EP19_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub11\\EP19_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP01_02\n",
      "runtime =  16.972286701202393\n",
      "creating a new folder for  EP01_02 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP01_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP01_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP01_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP02_05\n",
      "runtime =  22.28668475151062\n",
      "creating a new folder for  EP02_05 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP02_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP02_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP02_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP03_02\n",
      "runtime =  14.668346405029297\n",
      "creating a new folder for  EP03_02 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP03_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP03_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP03_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP03_04\n",
      "runtime =  21.709476470947266\n",
      "creating a new folder for  EP03_04 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP03_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP03_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP03_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP04_16\n",
      "runtime =  22.479053735733032\n",
      "creating a new folder for  EP04_16 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP04_16\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP04_16\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP04_16\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP06_06\n",
      "runtime =  16.928220510482788\n",
      "creating a new folder for  EP06_06 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP06_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP06_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP06_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP08_01\n",
      "runtime =  13.547120571136475\n",
      "creating a new folder for  EP08_01 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP08_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP08_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP08_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP08_03\n",
      "runtime =  18.121384382247925\n",
      "creating a new folder for  EP08_03 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP08_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP08_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP08_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP08_07\n",
      "runtime =  16.950824975967407\n",
      "creating a new folder for  EP08_07 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP08_07\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP08_07\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP08_07\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP09_02\n",
      "runtime =  19.171245098114014\n",
      "creating a new folder for  EP09_02 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP09_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP09_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP09_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP09_06\n",
      "runtime =  10.123543739318848\n",
      "creating a new folder for  EP09_06 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP09_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP09_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP09_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub12\\EP16_02\n",
      "runtime =  20.334792613983154\n",
      "creating a new folder for  EP16_02 in subject sub12\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub12\n",
      "created subdirectory for folder EP16_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub12\\EP16_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub12\\EP16_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub13\\EP01_01\n",
      "runtime =  12.408844709396362\n",
      "creating a new folder for  EP01_01 in subject sub13\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub13\n",
      "created subdirectory for folder EP01_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub13\\EP01_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub13\\EP01_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub13\\EP01_02\n",
      "runtime =  9.032038688659668\n",
      "creating a new folder for  EP01_02 in subject sub13\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub13\n",
      "created subdirectory for folder EP01_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub13\\EP01_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub13\\EP01_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub13\\EP02_02\n",
      "runtime =  12.876990556716919\n",
      "creating a new folder for  EP02_02 in subject sub13\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub13\n",
      "created subdirectory for folder EP02_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub13\\EP02_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub13\\EP02_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub13\\EP02_03\n",
      "runtime =  9.012345552444458\n",
      "creating a new folder for  EP02_03 in subject sub13\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub13\n",
      "created subdirectory for folder EP02_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub13\\EP02_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub13\\EP02_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub13\\EP03_01\n",
      "runtime =  18.005066394805908\n",
      "creating a new folder for  EP03_01 in subject sub13\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub13\n",
      "created subdirectory for folder EP03_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub13\\EP03_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub13\\EP03_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub13\\EP08_01\n",
      "runtime =  11.728943586349487\n",
      "creating a new folder for  EP08_01 in subject sub13\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub13\n",
      "created subdirectory for folder EP08_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub13\\EP08_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub13\\EP08_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub13\\EP09_10\n",
      "runtime =  16.937091588974\n",
      "creating a new folder for  EP09_10 in subject sub13\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub13\n",
      "created subdirectory for folder EP09_10\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub13\\EP09_10\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub13\\EP09_10\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub13\\EP12_01\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  12.454066514968872\n",
      "creating a new folder for  EP12_01 in subject sub13\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub13\n",
      "created subdirectory for folder EP12_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub13\\EP12_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub13\\EP12_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub14\\EP04_04f\n",
      "runtime =  16.860954523086548\n",
      "creating a new folder for  EP04_04f in subject sub14\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub14\n",
      "created subdirectory for folder EP04_04f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub14\\EP04_04f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub14\\EP04_04f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub14\\EP09_03\n",
      "runtime =  7.9482152462005615\n",
      "creating a new folder for  EP09_03 in subject sub14\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub14\n",
      "created subdirectory for folder EP09_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub14\\EP09_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub14\\EP09_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub14\\EP09_04\n",
      "runtime =  19.205634117126465\n",
      "creating a new folder for  EP09_04 in subject sub14\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub14\n",
      "created subdirectory for folder EP09_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub14\\EP09_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub14\\EP09_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub14\\EP09_06\n",
      "runtime =  18.06593108177185\n",
      "creating a new folder for  EP09_06 in subject sub14\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub14\n",
      "created subdirectory for folder EP09_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub14\\EP09_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub14\\EP09_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub15\\EP03_02\n",
      "runtime =  13.538668394088745\n",
      "creating a new folder for  EP03_02 in subject sub15\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub15\n",
      "created subdirectory for folder EP03_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub15\\EP03_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub15\\EP03_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub15\\EP04_02\n",
      "runtime =  20.348832607269287\n",
      "creating a new folder for  EP04_02 in subject sub15\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub15\n",
      "created subdirectory for folder EP04_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub15\\EP04_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub15\\EP04_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub15\\EP08_02\n",
      "runtime =  12.904449224472046\n",
      "creating a new folder for  EP08_02 in subject sub15\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub15\n",
      "created subdirectory for folder EP08_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub15\\EP08_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub15\\EP08_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub16\\EP01_05\n",
      "runtime =  20.384097576141357\n",
      "creating a new folder for  EP01_05 in subject sub16\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub16\n",
      "created subdirectory for folder EP01_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub16\\EP01_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub16\\EP01_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub16\\EP01_08\n",
      "runtime =  5.237100839614868\n",
      "creating a new folder for  EP01_08 in subject sub16\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub16\n",
      "created subdirectory for folder EP01_08\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub16\\EP01_08\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub16\\EP01_08\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub16\\EP01_09f\n",
      "runtime =  25.25193977355957\n",
      "creating a new folder for  EP01_09f in subject sub16\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub16\n",
      "created subdirectory for folder EP01_09f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub16\\EP01_09f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub16\\EP01_09f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub16\\EP04_02f\n",
      "runtime =  20.43724822998047\n",
      "creating a new folder for  EP04_02f in subject sub16\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub16\n",
      "created subdirectory for folder EP04_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub16\\EP04_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub16\\EP04_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP01_06\n",
      "runtime =  9.086924076080322\n",
      "creating a new folder for  EP01_06 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP01_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP01_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP01_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP01_13\n",
      "runtime =  20.419392824172974\n",
      "creating a new folder for  EP01_13 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP01_13\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP01_13\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP01_13\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP01_15\n",
      "runtime =  10.165166139602661\n",
      "creating a new folder for  EP01_15 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP01_15\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP01_15\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP01_15\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP02_01\n",
      "runtime =  10.21841025352478\n",
      "creating a new folder for  EP02_01 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP02_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP02_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP02_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP02_03\n",
      "runtime =  11.34765625\n",
      "creating a new folder for  EP02_03 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP02_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP02_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP02_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP02_11\n",
      "runtime =  11.0258948802948\n",
      "creating a new folder for  EP02_11 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP02_11\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP02_11\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP02_11\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP02_18f\n",
      "runtime =  20.432160139083862\n",
      "creating a new folder for  EP02_18f in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP02_18f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP02_18f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP02_18f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP03_02\n",
      "runtime =  9.734293937683105\n",
      "creating a new folder for  EP03_02 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP03_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP03_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP03_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP03_09\n",
      "runtime =  14.696000337600708\n",
      "creating a new folder for  EP03_09 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP03_09\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP03_09\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP03_09\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP05_02\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  21.754292488098145\n",
      "creating a new folder for  EP05_02 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP05_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP05_03\n",
      "runtime =  18.144930124282837\n",
      "creating a new folder for  EP05_03 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP05_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP05_03f\n",
      "runtime =  14.691803455352783\n",
      "creating a new folder for  EP05_03f in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP05_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP05_04\n",
      "runtime =  14.722864866256714\n",
      "creating a new folder for  EP05_04 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP05_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP05_09\n",
      "runtime =  16.93797516822815\n",
      "creating a new folder for  EP05_09 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP05_09\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_09\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_09\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP05_10\n",
      "runtime =  9.07866907119751\n",
      "creating a new folder for  EP05_10 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP05_10\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_10\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP05_10\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP06_04\n",
      "runtime =  20.418180227279663\n",
      "creating a new folder for  EP06_04 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP06_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP06_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP06_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP06_07\n",
      "runtime =  6.79852819442749\n",
      "creating a new folder for  EP06_07 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP06_07\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP06_07\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP06_07\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP06_08\n",
      "runtime =  16.782450675964355\n",
      "creating a new folder for  EP06_08 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP06_08\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP06_08\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP06_08\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP07_01\n",
      "runtime =  21.266210794448853\n",
      "creating a new folder for  EP07_01 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP07_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP07_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP07_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP08_02\n",
      "runtime =  15.16094183921814\n",
      "creating a new folder for  EP08_02 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP08_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP08_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP08_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP08_03\n",
      "runtime =  7.478352308273315\n",
      "creating a new folder for  EP08_03 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP08_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP08_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP08_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP10_06\n",
      "runtime =  12.86612057685852\n",
      "creating a new folder for  EP10_06 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP10_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP10_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP10_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP11_01\n",
      "runtime =  9.997861862182617\n",
      "creating a new folder for  EP11_01 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP11_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP11_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP11_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP11_02\n",
      "runtime =  19.24571418762207\n",
      "creating a new folder for  EP11_02 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP11_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP11_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP11_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP12_03\n",
      "runtime =  12.014965772628784\n",
      "creating a new folder for  EP12_03 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP12_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP12_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP12_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP13_01\n",
      "runtime =  10.26912546157837\n",
      "creating a new folder for  EP13_01 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP13_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP13_03\n",
      "runtime =  19.174546480178833\n",
      "creating a new folder for  EP13_03 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP13_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP13_04\n",
      "runtime =  7.939908027648926\n",
      "creating a new folder for  EP13_04 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP13_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP13_06\n",
      "runtime =  10.228059768676758\n",
      "creating a new folder for  EP13_06 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP13_06\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_06\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_06\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP13_09\n",
      "runtime =  21.55108404159546\n",
      "creating a new folder for  EP13_09 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP13_09\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_09\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP13_09\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP15_01\n",
      "runtime =  6.852822542190552\n",
      "creating a new folder for  EP15_01 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP15_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP15_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP15_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP15_03\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  8.30580997467041\n",
      "creating a new folder for  EP15_03 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP15_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP15_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP15_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP15_04\n",
      "runtime =  17.19386601448059\n",
      "creating a new folder for  EP15_04 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP15_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP15_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP15_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP15_05\n",
      "runtime =  10.156035661697388\n",
      "creating a new folder for  EP15_05 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP15_05\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP15_05\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP15_05\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP16_01f\n",
      "runtime =  14.222306728363037\n",
      "creating a new folder for  EP16_01f in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP16_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP16_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP16_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub17\\EP18_07\n",
      "runtime =  15.118384599685669\n",
      "creating a new folder for  EP18_07 in subject sub17\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub17\n",
      "created subdirectory for folder EP18_07\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub17\\EP18_07\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub17\\EP18_07\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub18\\EP08_01\n",
      "runtime =  8.153647184371948\n",
      "creating a new folder for  EP08_01 in subject sub18\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub18\n",
      "created subdirectory for folder EP08_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub18\\EP08_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub18\\EP08_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub18\\EP18_01\n",
      "runtime =  13.4820077419281\n",
      "creating a new folder for  EP18_01 in subject sub18\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub18\n",
      "created subdirectory for folder EP18_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub18\\EP18_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub18\\EP18_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub18\\EP19_01\n",
      "runtime =  10.218189477920532\n",
      "creating a new folder for  EP19_01 in subject sub18\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub18\n",
      "created subdirectory for folder EP19_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub18\\EP19_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub18\\EP19_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP01_01f\n",
      "runtime =  22.338502883911133\n",
      "creating a new folder for  EP01_01f in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP01_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP01_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP01_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP01_02f\n",
      "runtime =  20.636842966079712\n",
      "creating a new folder for  EP01_02f in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP01_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP01_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP01_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP02_01\n",
      "runtime =  13.59574842453003\n",
      "creating a new folder for  EP02_01 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP02_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP02_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP02_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP06_01f\n",
      "runtime =  12.470151662826538\n",
      "creating a new folder for  EP06_01f in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP06_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP06_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP06_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP06_02f\n",
      "runtime =  18.102829456329346\n",
      "creating a new folder for  EP06_02f in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP06_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP06_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP06_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP08_02\n",
      "runtime =  17.86745572090149\n",
      "creating a new folder for  EP08_02 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP08_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP08_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP08_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP11_01f\n",
      "runtime =  12.407022476196289\n",
      "creating a new folder for  EP11_01f in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP11_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP11_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP11_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP11_04f\n",
      "runtime =  12.475625038146973\n",
      "creating a new folder for  EP11_04f in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP11_04f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP11_04f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP11_04f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP13_01\n",
      "runtime =  19.269532680511475\n",
      "creating a new folder for  EP13_01 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP13_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP13_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP13_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP15_03f\n",
      "runtime =  11.318150997161865\n",
      "creating a new folder for  EP15_03f in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP15_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP15_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP15_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP16_01\n",
      "runtime =  11.357658386230469\n",
      "creating a new folder for  EP16_01 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP16_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP16_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP16_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP16_02\n",
      "runtime =  9.035240650177002\n",
      "creating a new folder for  EP16_02 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP16_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP16_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP16_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP19_01\n",
      "runtime =  7.923563241958618\n",
      "creating a new folder for  EP19_01 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP19_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP19_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP19_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP19_02\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  10.2113778591156\n",
      "creating a new folder for  EP19_02 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP19_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP19_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP19_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP19_03\n",
      "runtime =  12.452972173690796\n",
      "creating a new folder for  EP19_03 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP19_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP19_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP19_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub19\\EP19_04\n",
      "runtime =  9.094777345657349\n",
      "creating a new folder for  EP19_04 in subject sub19\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub19\n",
      "created subdirectory for folder EP19_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub19\\EP19_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub19\\EP19_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP01_03\n",
      "runtime =  11.319210529327393\n",
      "creating a new folder for  EP01_03 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP01_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP01_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP01_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP03_02\n",
      "runtime =  14.914360284805298\n",
      "creating a new folder for  EP03_02 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP03_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP03_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP03_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP06_03\n",
      "runtime =  6.805924415588379\n",
      "creating a new folder for  EP06_03 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP06_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP06_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP06_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP07_04\n",
      "runtime =  12.376697778701782\n",
      "creating a new folder for  EP07_04 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP07_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP07_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP07_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP10_02\n",
      "runtime =  19.286054134368896\n",
      "creating a new folder for  EP10_02 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP10_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP10_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP10_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP12_01\n",
      "runtime =  14.735496520996094\n",
      "creating a new folder for  EP12_01 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP12_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP12_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP12_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP13_02\n",
      "runtime =  11.329712390899658\n",
      "creating a new folder for  EP13_02 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP13_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP13_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP13_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP15_03f\n",
      "runtime =  21.576483249664307\n",
      "creating a new folder for  EP15_03f in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP15_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP15_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP15_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP16_01\n",
      "runtime =  9.045350313186646\n",
      "creating a new folder for  EP16_01 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP16_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP16_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP16_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP16_04\n",
      "runtime =  9.032397985458374\n",
      "creating a new folder for  EP16_04 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP16_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP16_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP16_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub20\\EP18_03\n",
      "runtime =  17.69257164001465\n",
      "creating a new folder for  EP18_03 in subject sub20\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub20\n",
      "created subdirectory for folder EP18_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub20\\EP18_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub20\\EP18_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub21\\EP01_07\n",
      "runtime =  6.812127351760864\n",
      "creating a new folder for  EP01_07 in subject sub21\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub21\n",
      "created subdirectory for folder EP01_07\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub21\\EP01_07\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub21\\EP01_07\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub21\\EP05_02\n",
      "runtime =  21.413853883743286\n",
      "creating a new folder for  EP05_02 in subject sub21\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub21\n",
      "created subdirectory for folder EP05_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub21\\EP05_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub21\\EP05_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub22\\EP01_12\n",
      "runtime =  21.803298950195312\n",
      "creating a new folder for  EP01_12 in subject sub22\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub22\n",
      "created subdirectory for folder EP01_12\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub22\\EP01_12\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub22\\EP01_12\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub22\\EP13_08\n",
      "runtime =  23.815606594085693\n",
      "creating a new folder for  EP13_08 in subject sub22\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub22\n",
      "created subdirectory for folder EP13_08\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub22\\EP13_08\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub22\\EP13_08\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP02_01\n",
      "runtime =  21.370622158050537\n",
      "creating a new folder for  EP02_01 in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP02_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP02_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP02_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP03_14f\n",
      "runtime =  13.626384735107422\n",
      "creating a new folder for  EP03_14f in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP03_14f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP03_14f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP03_14f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP04_03f\n",
      "runtime =  22.534855604171753\n",
      "creating a new folder for  EP04_03f in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP04_03f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP04_03f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP04_03f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP05_24f\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  14.687984228134155\n",
      "creating a new folder for  EP05_24f in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP05_24f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP05_24f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP05_24f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP05_25f\n",
      "runtime =  18.176496744155884\n",
      "creating a new folder for  EP05_25f in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP05_25f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP05_25f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP05_25f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP07_01\n",
      "runtime =  13.604811668395996\n",
      "creating a new folder for  EP07_01 in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP07_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP07_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP07_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP12_02f\n",
      "runtime =  18.9808087348938\n",
      "creating a new folder for  EP12_02f in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP12_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP12_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP12_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP12_03\n",
      "runtime =  16.998983144760132\n",
      "creating a new folder for  EP12_03 in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP12_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP12_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP12_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP13_03\n",
      "runtime =  12.475377082824707\n",
      "creating a new folder for  EP13_03 in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP13_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP13_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP13_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP13_04\n",
      "runtime =  14.729747295379639\n",
      "creating a new folder for  EP13_04 in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP13_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP13_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP13_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP13_07f\n",
      "runtime =  15.855886936187744\n",
      "creating a new folder for  EP13_07f in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP13_07f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP13_07f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP13_07f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub23\\EP17_01\n",
      "runtime =  14.691390991210938\n",
      "creating a new folder for  EP17_01 in subject sub23\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub23\n",
      "created subdirectory for folder EP17_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub23\\EP17_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub23\\EP17_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP01_08\n",
      "runtime =  22.336389303207397\n",
      "creating a new folder for  EP01_08 in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP01_08\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP01_08\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP01_08\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP02_02f\n",
      "runtime =  7.950782299041748\n",
      "creating a new folder for  EP02_02f in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP02_02f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP02_02f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP02_02f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP07_01\n",
      "runtime =  9.527982234954834\n",
      "creating a new folder for  EP07_01 in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP07_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP07_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP07_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP07_04f\n",
      "runtime =  8.361769437789917\n",
      "creating a new folder for  EP07_04f in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP07_04f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP07_04f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP07_04f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP08_02\n",
      "runtime =  13.563901424407959\n",
      "creating a new folder for  EP08_02 in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP08_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP08_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP08_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP10_01f\n",
      "runtime =  5.1865668296813965\n",
      "creating a new folder for  EP10_01f in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP10_01f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP10_01f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP10_01f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP10_02\n",
      "runtime =  7.876756191253662\n",
      "creating a new folder for  EP10_02 in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP10_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP10_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP10_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP10_03\n",
      "runtime =  9.499011278152466\n",
      "creating a new folder for  EP10_03 in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP10_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP10_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP10_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP12_01\n",
      "runtime =  9.067506790161133\n",
      "creating a new folder for  EP12_01 in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP12_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP12_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP12_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub24\\EP18_03\n",
      "runtime =  7.9253249168396\n",
      "creating a new folder for  EP18_03 in subject sub24\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub24\n",
      "created subdirectory for folder EP18_03\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub24\\EP18_03\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub24\\EP18_03\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub25\\EP03_01\n",
      "runtime =  13.55539870262146\n",
      "creating a new folder for  EP03_01 in subject sub25\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub25\n",
      "created subdirectory for folder EP03_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub25\\EP03_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub25\\EP03_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub25\\EP03_02\n",
      "runtime =  18.76181650161743\n",
      "creating a new folder for  EP03_02 in subject sub25\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub25\n",
      "created subdirectory for folder EP03_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub25\\EP03_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub25\\EP03_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub25\\EP09_02\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "runtime =  7.898966073989868\n",
      "creating a new folder for  EP09_02 in subject sub25\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub25\n",
      "created subdirectory for folder EP09_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub25\\EP09_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub25\\EP09_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub25\\EP10_01\n",
      "runtime =  16.806856393814087\n",
      "creating a new folder for  EP10_01 in subject sub25\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub25\n",
      "created subdirectory for folder EP10_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub25\\EP10_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub25\\EP10_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub25\\EP10_10\n",
      "runtime =  21.877525568008423\n",
      "creating a new folder for  EP10_10 in subject sub25\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub25\n",
      "created subdirectory for folder EP10_10\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub25\\EP10_10\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub25\\EP10_10\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub25\\EP12_01\n",
      "runtime =  12.41921854019165\n",
      "creating a new folder for  EP12_01 in subject sub25\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub25\n",
      "created subdirectory for folder EP12_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub25\\EP12_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub25\\EP12_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub25\\EP18_04f\n",
      "runtime =  9.025895118713379\n",
      "creating a new folder for  EP18_04f in subject sub25\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub25\n",
      "created subdirectory for folder EP18_04f\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub25\\EP18_04f\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub25\\EP18_04f\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP03_10\n",
      "runtime =  19.262492895126343\n",
      "creating a new folder for  EP03_10 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP03_10\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP03_10\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP03_10\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP07_28\n",
      "runtime =  9.028732299804688\n",
      "creating a new folder for  EP07_28 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP07_28\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP07_28\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP07_28\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP07_37\n",
      "runtime =  22.237617015838623\n",
      "creating a new folder for  EP07_37 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP07_37\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP07_37\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP07_37\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP08_04\n",
      "runtime =  13.133459091186523\n",
      "creating a new folder for  EP08_04 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP08_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP08_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP08_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP09_04\n",
      "runtime =  13.606189727783203\n",
      "creating a new folder for  EP09_04 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP09_04\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP09_04\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP09_04\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP09_09\n",
      "runtime =  12.474668979644775\n",
      "creating a new folder for  EP09_09 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP09_09\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP09_09\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP09_09\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP13_01\n",
      "runtime =  12.961384057998657\n",
      "creating a new folder for  EP13_01 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP13_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP13_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP13_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP13_02\n",
      "runtime =  19.06033754348755\n",
      "creating a new folder for  EP13_02 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP13_02\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP13_02\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP13_02\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP13_11\n",
      "runtime =  18.37934112548828\n",
      "creating a new folder for  EP13_11 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP13_11\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP13_11\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP13_11\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP15_01\n",
      "runtime =  8.830233573913574\n",
      "creating a new folder for  EP15_01 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP15_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP15_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP15_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP16_01\n",
      "runtime =  11.343387603759766\n",
      "creating a new folder for  EP16_01 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP16_01\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP16_01\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP16_01\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP18_44\n",
      "runtime =  13.535585880279541\n",
      "creating a new folder for  EP18_44 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP18_44\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_44\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_44\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP18_46\n",
      "runtime =  15.841274976730347\n",
      "creating a new folder for  EP18_46 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP18_46\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_46\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_46\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP18_47\n",
      "runtime =  18.12389326095581\n",
      "creating a new folder for  EP18_47 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP18_47\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_47\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_47\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP18_49\n",
      "runtime =  14.437052726745605\n",
      "creating a new folder for  EP18_49 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP18_49\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_49\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_49\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP18_50\n",
      "runtime =  18.788140535354614\n",
      "creating a new folder for  EP18_50 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP18_50\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_50\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_50\\hof_full.npy\n",
      "file saved\n",
      "Extracting hof for current folder  F:\\ca2b\\CASME2_RAW_selected\\sub26\\EP18_51\n",
      "runtime =  13.58142900466919\n",
      "creating a new folder for  EP18_51 in subject sub26\n",
      "at copy location folder F:\\CA2b\\HOF_Full_Image\\sub26\n",
      "created subdirectory for folder EP18_51\n",
      " at file saving location F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_51\n",
      "save file name F:\\CA2b\\HOF_Full_Image\\sub26\\EP18_51\\hof_full.npy\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "file saved\n"
     ]
    }
   ],
   "source": [
    "###### EXTRACT HOF FEATURE\n",
    "\n",
    "frames_source_path=os.path.join(orig_dir, 'CASME2_RAW_selected')\n",
    "subject_list = os.listdir(frames_source_path)\n",
    "sub_subject_list=subject_list[2:]\n",
    "\n",
    "for subject in sub_subject_list:\n",
    "\n",
    "    subject_path_list=os.path.join(frames_source_path, subject)\n",
    "    file_list = os.listdir(subject_path_list)\n",
    "    for folder in file_list:\n",
    "        folder_file=os.path.join(subject_path_list, folder)\n",
    "        frame_list=os.listdir(folder_file)\n",
    "                     \n",
    "        # extract vectors\n",
    "        # Get the frame volume sequence\n",
    "        count=0\n",
    "        start_time=time.time()\n",
    "        hist_hof=extract_hof_feature(folder_file)\n",
    "        os.chdir(\"F:\\CA2b\\HOF_Full_Image\")\n",
    "        location=os.getcwd()\n",
    "        new_subject_path=os.path.join(location, subject)\n",
    "        os.chdir(new_subject_path)\n",
    "        if not os.path.exists(folder):\n",
    "            os.mkdir(folder)\n",
    "            print (\"created subdirectory for folder\", folder)\n",
    "        new_folder_path=os.path.join(new_subject_path, folder)\n",
    "        os.chdir(new_folder_path)\n",
    "        print (\" at file saving location\", new_folder_path)\n",
    "        filename=\"hof_full.npy\"\n",
    "        save_file=os.path.join(new_folder_path, filename)\n",
    "        location=save_file\n",
    "        np.save(save_file,hist_hof)\n",
    "\n",
    "            \n",
    "            \n",
    "os.chdir(orig_dir)   \n",
    "\n",
    "\n"
   ]
  }
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