Untitled3.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from scipy.fftpack import dct"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "im = cv2.imread(\"a.png\", 0)\n",
    "blok_boyutu = 8\n",
    "atlama_boyutu = 4\n",
    "yukseklik = (im.shape[0] - blok_boyutu) // atlama_boyutu + 1\n",
    "genislik = (im.shape[1] - blok_boyutu) // atlama_boyutu + 1 \n",
    "bloklar = np.zeros((yukseklik, genislik, blok_boyutu, blok_boyutu))\n",
    "dct_blogu = np.zeros_like(bloklar)\n",
    "zigzag_shape = 16\n",
    "quantalama_sabiti = 16\n",
    "zigzag_vektorleri = np.zeros((dct_blogu.shape[0], dct_blogu.shape[1], 3, zigzag_shape))\n",
    "koordinatlar = np.zeros((dct_blogu.shape[0], dct_blogu.shape[1], 2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def zig_zag(input_matrix, block_size):\n",
    "    z = np.empty([block_size*block_size])\n",
    "    index = -1\n",
    "    bound = 0\n",
    "    for i in range(0, 2 * block_size -1):\n",
    "        if i < block_size:\n",
    "            bound = 0\n",
    "        else:\n",
    "            bound = i - block_size + 1\n",
    "        for j in range(bound, i - bound + 1):\n",
    "            index += 1\n",
    "            if i % 2 == 1:\n",
    "                z[index] = input_matrix[j, i-j]\n",
    "            else:\n",
    "                z[index] = input_matrix[i-j, j]\n",
    "    return z[:16]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0/761 satir tamamlandi\n",
      "100/761 satir tamamlandi\n",
      "200/761 satir tamamlandi\n",
      "300/761 satir tamamlandi\n",
      "400/761 satir tamamlandi\n",
      "500/761 satir tamamlandi\n",
      "600/761 satir tamamlandi\n",
      "700/761 satir tamamlandi\n"
     ]
    }
   ],
   "source": [
    "for i in range(0, im.shape[0] - blok_boyutu + 1, 4):\n",
    "    for j in range(im.shape[1] - blok_boyutu + 1, 4):\n",
    "        if((i % 100 == 0) and (j == 0)):\n",
    "            print(\"{}/{} satir tamamlandi\".format(i, im.shape[0] - blok_boyutu + 1))\n",
    "        bloklar[i, j] = im[i : i + blok_boyutu, j : j + blok_boyutu]\n",
    "        dct_blogu[i, j] = dct(bloklar[i, j])\n",
    "        zigzag_vektorleri[i, j][0] = zig_zag(dct_blogu[i, j], blok_boyutu) // quantalama_sabiti\n",
    "        zigzag_vektorleri[i, j][1] = i \n",
    "        zigzag_vektorleri[i, j][2] = j"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Vektorler siralandi\n",
    "zigzag_vektorleri = zigzag_vektorleri.tolist()\n",
    "zigzag_vektorleri.sort(key = lambda zigzag_vektorleri: zigzag_vektorleri[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m--------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                        Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-41-380e1b466332>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mzigzag_vektorleri\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/core/displayhook.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, result)\u001b[0m\n\u001b[1;32m    255\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart_displayhook\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    256\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwrite_output_prompt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 257\u001b[0;31m             \u001b[0mformat_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmd_dict\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcompute_format_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    258\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate_user_ns\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    259\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfill_exec_result\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/core/displayhook.py\u001b[0m in \u001b[0;36mcompute_format_data\u001b[0;34m(self, result)\u001b[0m\n\u001b[1;32m    149\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    150\u001b[0m         \"\"\"\n\u001b[0;32m--> 151\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshell\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdisplay_formatter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    152\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    153\u001b[0m     \u001b[0;31m# This can be set to True by the write_output_prompt method in a subclass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36mformat\u001b[0;34m(self, obj, include, exclude)\u001b[0m\n\u001b[1;32m    178\u001b[0m             \u001b[0mmd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    179\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 180\u001b[0;31m                 \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mformatter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    181\u001b[0m             \u001b[0;32mexcept\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    182\u001b[0m                 \u001b[0;31m# FIXME: log the exception\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<decorator-gen-10>\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36mcatch_format_error\u001b[0;34m(method, self, *args, **kwargs)\u001b[0m\n\u001b[1;32m    222\u001b[0m     \u001b[0;34m\"\"\"show traceback on failed format call\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    223\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 224\u001b[0;31m         \u001b[0mr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    225\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0mNotImplementedError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    226\u001b[0m         \u001b[0;31m# don't warn on NotImplementedErrors\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    700\u001b[0m                 \u001b[0mtype_pprinters\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_printers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    701\u001b[0m                 deferred_pprinters=self.deferred_printers)\n\u001b[0;32m--> 702\u001b[0;31m             \u001b[0mprinter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    703\u001b[0m             \u001b[0mprinter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mflush\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    704\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mstream\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetvalue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36mpretty\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    383\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mcls\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_pprinters\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    384\u001b[0m                     \u001b[0;31m# printer registered in self.type_pprinters\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 385\u001b[0;31m                     \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_pprinters\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    386\u001b[0m                 \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    387\u001b[0m                     \u001b[0;31m# deferred printer\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36minner\u001b[0;34m(obj, p, cycle)\u001b[0m\n\u001b[1;32m    561\u001b[0m                 \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m','\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    562\u001b[0m                 \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbreakable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 563\u001b[0;31m             \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    564\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    565\u001b[0m             \u001b[0;31m# Special case for 1-item tuples.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36mpretty\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    383\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mcls\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_pprinters\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    384\u001b[0m                     \u001b[0;31m# printer registered in self.type_pprinters\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 385\u001b[0;31m                     \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_pprinters\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    386\u001b[0m                 \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    387\u001b[0m                     \u001b[0;31m# deferred printer\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36minner\u001b[0;34m(obj, p, cycle)\u001b[0m\n\u001b[1;32m    561\u001b[0m                 \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m','\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    562\u001b[0m                 \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbreakable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 563\u001b[0;31m             \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    564\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    565\u001b[0m             \u001b[0;31m# Special case for 1-item tuples.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36mpretty\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    383\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mcls\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_pprinters\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    384\u001b[0m                     \u001b[0;31m# printer registered in self.type_pprinters\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 385\u001b[0;31m                     \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_pprinters\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    386\u001b[0m                 \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    387\u001b[0m                     \u001b[0;31m# deferred printer\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36minner\u001b[0;34m(obj, p, cycle)\u001b[0m\n\u001b[1;32m    561\u001b[0m                 \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m','\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    562\u001b[0m                 \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbreakable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 563\u001b[0;31m             \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    564\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    565\u001b[0m             \u001b[0;31m# Special case for 1-item tuples.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36mpretty\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    383\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mcls\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_pprinters\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    384\u001b[0m                     \u001b[0;31m# printer registered in self.type_pprinters\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 385\u001b[0;31m                     \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_pprinters\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    386\u001b[0m                 \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    387\u001b[0m                     \u001b[0;31m# deferred printer\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36minner\u001b[0;34m(obj, p, cycle)\u001b[0m\n\u001b[1;32m    560\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0midx\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    561\u001b[0m                 \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m','\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 562\u001b[0;31m                 \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbreakable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    563\u001b[0m             \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    564\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/envs/cv/lib/python3.7/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36mbreakable\u001b[0;34m(self, sep)\u001b[0m\n\u001b[1;32m    236\u001b[0m         \"\"\"\n\u001b[1;32m    237\u001b[0m         \u001b[0mwidth\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msep\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 238\u001b[0;31m         \u001b[0mgroup\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgroup_stack\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    239\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwant_break\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    240\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mflush\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "zigzag_vektorleri"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f7bc0bb39e8>"
      ]
     },
     "execution_count": 103,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.imshow(bloklar[0, 0], cmap=\"gray\")\n",
    "\n",
    "plt.figure()\n",
    "plt.imshow(dct_blogu[0, 0], cmap=\"gray\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}