[0f681c]: / scripts / Cropping_Atithi.ipynb

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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt\n",
    "import os.path, sys, re\n",
    "from PIL import Image\n",
    "# from resizeimage import resizeimage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using TensorFlow backend.\n"
     ]
    }
   ],
   "source": [
    "from keras.preprocessing import image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Example cropping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = image.load_img('data/NormalPersonECGImages/Normal_1.jpg', grayscale=True) #target_size=(28,28), grayscale=True\n",
    "\n",
    "print(type(img))\n",
    "print(img.format)\n",
    "print(img.mode)\n",
    "print(img.size)\n",
    "# show the image\n",
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 288,
   "metadata": {},
   "outputs": [],
   "source": [
    "left = 130\n",
    "top = 300\n",
    "right = 640\n",
    "bottom = 550"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 289,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_res = img.crop(crop_dict['Lead13']) \n",
    "# img_res.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 290,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=L size=1980x250 at 0x7FBE6A2B0E10>"
      ]
     },
     "execution_count": 290,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_res"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "crop_dict={}\n",
    "crop_dict={ 'Lead1':(130,300,640,550), 'Lead2':(700,350,1130,550),\\\n",
    "           'Lead3':(1190,350,1620,550), 'Lead4':(1670,350,2110,550),\\\n",
    "           'Lead5':(130,600,640,850), 'Lead6':(700,600,1130,850),\\\n",
    "           'Lead7':(1190,600,1620,850), 'Lead8':(1670,600,2110,850),\\\n",
    "           'Lead9':(130,900,640,1150), 'Lead10':(700,900,1130,1150),\\\n",
    "           'Lead11':(1190,900,1620,1150), 'Lead12':(1670,900,2110,1150),\\\n",
    "           'Lead13':(130,1200,2110,1450)\n",
    "           \n",
    "          }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "mkdir: data/NormalPersonECGImages/Cropped_Images: File exists\n",
      "mkdir: data/ECGImagesofMyocardialInfarctionPatients/Cropped_Images: File exists\n",
      "mkdir: data/ECGImagesofPatientthathaveabnormalheartbeat/Cropped_Images: File exists\n",
      "mkdir: data/ECGImagesofPatientthathaveHistoryofMI/Cropped_Images: File exists\n"
     ]
    }
   ],
   "source": [
    "!mkdir data/NormalPersonECGImages/Cropped_Images\n",
    "!mkdir data/ECGImagesofMyocardialInfarctionPatients/Cropped_Images\n",
    "!mkdir data/ECGImagesofPatientthathaveabnormalheartbeat/Cropped_Images\n",
    "!mkdir data/ECGImagesofPatientthathaveHistoryofMI/Cropped_Images"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Loop to crop images of all folders"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "def crop():\n",
    "    for item in dirs:\n",
    "        if item== '.DS_Store':\n",
    "            continue\n",
    "            \n",
    "        if os.path.isfile(path+item):\n",
    "\n",
    "            #print('Yes')\n",
    "            im = Image.open(path+item)\n",
    "            f, e = os.path.splitext(path+item)\n",
    "            \n",
    "            of, oe = os.path.splitext(item)\n",
    "            \n",
    "            for i in range(1,14):\n",
    "                imCrop = im.crop(box=crop_dict['Lead'+str(i)])\n",
    "                imCrop.save(path2+of+'Cropped_lead'+str(i)+'.png', \"PNG\", quality=100)\n",
    "            #except I0\n",
    "\n",
    "\n",
    "for i in range(1,5): \n",
    "\n",
    "    if i==1:\n",
    "        path = \"data/NormalPersonECGImages/\"\n",
    "        path2=\"data/NormalPersonECGImages/Cropped_Images/\"\n",
    "\n",
    "    if i==2:\n",
    "        path = \"data/ECGImagesofMyocardialInfarctionPatients/\"\n",
    "        path2=\"data/ECGImagesofMyocardialInfarctionPatients/Cropped_Images/\"\n",
    "\n",
    "    if i==3:\n",
    "        path = \"data/ECGImagesofPatientthathaveabnormalheartbeat/\"\n",
    "        path2=\"data/ECGImagesofPatientthathaveabnormalheartbeat/Cropped_Images/\"\n",
    "\n",
    "    if i==4:\n",
    "        path = \"data/ECGImagesofPatientthathaveHistoryofMI/\"\n",
    "        path2=\"data/ECGImagesofPatientthathaveHistoryofMI/Cropped_Images/\"\n",
    "\n",
    "\n",
    "    dirs = os.listdir(path)\n",
    "    \n",
    "    crop()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Deleting instructions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "outputs": [],
   "source": [
    "def purge(dir, pattern):\n",
    "    for f in os.listdir(dir):\n",
    "        if re.search(pattern, f):\n",
    "            os.remove(os.path.join(dir, f))\n",
    "#purge('data/NormalPersonECGImages','Cropped.*')\n",
    "#purge('/','Cropped_lead*')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/aithi/Desktop/Summer_2021/ECG/data/NormalPersonECGImages/Cropped_Images\n"
     ]
    }
   ],
   "source": [
    "cd data/NormalPersonECGImages/Cropped_Images/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "img=cv2.imread( 'Normal_100Cropped_lead1.png' )\n",
    "gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fba575a0890>"
      ]
     },
     "execution_count": 82,
     "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"
    }
   ],
   "source": [
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[131 412]\n",
      " [131 413]\n",
      " [131 414]\n",
      " ...\n",
      " [170 118]\n",
      " [170 119]\n",
      " [170 267]]\n"
     ]
    }
   ],
   "source": [
    "# Set threshold level\n",
    "threshold_level = 50\n",
    "\n",
    "# Find coordinates of all pixels below threshold\n",
    "coords = np.column_stack(np.where(gray < threshold_level))\n",
    "\n",
    "print(coords)\n",
    "\n",
    "# Create mask of all pixels lower than threshold level\n",
    "mask = gray < threshold_level\n",
    "\n",
    "# Color the pixels in the mask\n",
    "img[mask] = (204, 119, 0)\n",
    "\n",
    "# cv2.imshow('image', img)\n",
    "# cv2.waitKey()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fba58023850>"
      ]
     },
     "execution_count": 84,
     "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"
    }
   ],
   "source": [
    "plt.imshow(img)\n",
    "# plt.colorbar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fba58161710>"
      ]
     },
     "execution_count": 85,
     "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"
    }
   ],
   "source": [
    "plt.imshow(mask)\n",
    "# plt.colorbar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(250, 510)"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mask.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(125024, 2)"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coords.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[False, False, False, ..., False, False, False],\n",
       "       [False, False, False, ..., False, False, False],\n",
       "       [False, False, False, ..., False, False, False],\n",
       "       ...,\n",
       "       [False, False, False, ..., False, False, False],\n",
       "       [False, False, False, ..., False, False, False],\n",
       "       [False, False, False, ..., False, False, False]])"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mask"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 500.0, 250.0, 0.0)"
      ]
     },
     "execution_count": 96,
     "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"
    }
   ],
   "source": [
    "coords = np.column_stack(np.where(gray < threshold_level))\n",
    "\n",
    "\n",
    "np.array(indices).shape\n",
    "\n",
    "plt.scatter(coords[:,1], coords[:,0])\n",
    "plt.axis([0,500,250,0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(250, 510)"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.shape\n",
    "gray.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fcd38fbefd0>"
      ]
     },
     "execution_count": 60,
     "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"
    }
   ],
   "source": [
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fcd39522fd0>"
      ]
     },
     "execution_count": 61,
     "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"
    }
   ],
   "source": [
    "plt.imshow(gray)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "def show_graph(x_list, y_list, width, height):\n",
    "    plt.figure(figsize = [width, height]) \n",
    "    plt.scatter(x_list, y_list, marker='.', s=5)\n",
    "    plt.show()\n",
    "    return"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(250, 510)"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gray.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "253"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gray[0,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "(2, 127072)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [],
   "source": [
    "indices = np.where(gray > 254)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2, 16803)"
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.array(indices).shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7fcd3a0b7150>]"
      ]
     },
     "execution_count": 108,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXcAAAD4CAYAAAAXUaZHAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAdM0lEQVR4nO3de5yVZb338c+PYYbzQeTgyMFBxAOaoc7GFA94QBEq2q+sh2qXlU+UWenOMsxyW2oPabV3+9lmkbXTTN0+HUlKIcW0EnFATA4Cw8E4yYCIcnI4/Z4/1j0za2ANs5y17vuedc33/XqNs9a17nX/ftd64Y+ba133dZm7IyIiYemUdgIiIlJ8Ku4iIgFScRcRCZCKu4hIgFTcRUQC1DntBAD69+/vVVVVaachIlJSFixYsNXdB+R6rV0U96qqKmpqatJOQ0SkpJjZKy29pmEZEZEAqbiLiARIxV1EJEAq7iIiAWq1uJvZUDOba2bLzGyJmV0Xtd9qZhvMbFH0MzHrPTeZWa2ZLTezy+PsgIiIHC6f2TL7gRvcfaGZ9QIWmNmc6LV/d/fvZB9sZqOAKcCpwLHAn8zsRHc/UMzERUSkZa1eubv7JndfGD3eASwDBh/hLZOBh9293t3XALXAmGIkKyIi+Xlb89zNrAo4A3gOGAt8zsw+BtSQubp/nUzhn5f1tvXk+MvAzKYCUwGGDRvWltwb3T23lrseX55H/tHvTHwsq73xmZGz3Zq1N72XQ9tbOC4TO9e5Wo6RnXdT7i3HOCyXFmLQ0jEt5MJh5zpyjCN+hvnm0obPsPEzajGX1mOQ4zM49LPPJ5dcMTjCMU3nPXIuR4ohpeOacSfQraIs1hh5F3cz6wn8Crje3d80s3uA2wCPfn8X+CS5/6wdtmi8u88AZgBUV1cXtKh8PoU9EzMrmcPWsde69iKSjE+eNzz24p7XbBkzKydT2H/h7r8GcPfN7n7A3Q8CP6Zp6GU9MDTr7UOAjcVL+XDdY/6QRESKqW/3ithj5DNbxoCfAMvc/XtZ7ZVZh/0zsDh6PBOYYmZdzGw4MBKYX7yUDze4b7c4Ty8iUnLyGZYZC3wUeMnMFkVtXwU+ZGajyYxnrAU+DeDuS8zsEWApmZk218Y9U2Zl3c44Ty8iUjSXnjIwkTjWHvZQra6u9kIWDtu4fQ/PrNzCV371UhGzEhEpvj9edz6nVPYuyrnMbIG7V+d6rV2sClmoc6c/mXYKIiJ5ueL7z7B2+qTY42j5ARGRAAVR3E8a1CvtFERE8jJ59LGJxAmiuK/ZuivtFERE8vL9KWckEieI4r73wMG0UxARadWsL5yXWKwgivsXx5+YdgoiIkd0/sj+jBjQM7F4QcyW2bqzPu0URERymnDqMXzwn4Zw8cmDEo0bRHG//9kW94gVEUnVv713FJV9kr+LPojifnz/HqzWl6oikrCvv3sUACMG9GDcScnceZqvIIq7CruIpOG2R5c2Pi7mnafFEMQXqicMTO5LChGRXI5NYejlSIK4cn9jz760UxCRDu6Z2i2cOeyowzePafwPdCkro0/38kTyCaK43/eJMcxZuhlo2pnm+Vde5+kVW9JNTEQ6jM89+EJex113yUj+NYHp20EU94n/+UzaKYiI5OX7T6xUcc/Xo58/j9lLXsXJ7J73X3Nr005JRCRVQRT30wb34bTBfRqf/+v4E3ltVz14086o7uA4//3Xtcx4enU6iYpIh/fjj+Vcfr3ogpgtc6iyTsbAXl0Z2Lsrg6KfY/p0xR0VdhFJ1afub/vGRG9HkMW9JQN7deHj51alnYaISOyCGJZpMG/1a0yZMS/tNEREUhdEcX/nN2ZrrruISJYghmXe887KtFMQEWlXgijug3p1TTsFEZF2JYji/t05K9JOQUSkXQlizH3t9ElHfN3d8WjCu0fPAR5fsplrH1wYc3YiIskLorhDpmD/fN4r/LV2K9C0cE/T4j3WuHiPAdbwgohIguZ+aVwicYIo7nc9/jJ3z12VdhoiIq268p6/seDr42OPE8SYuwq7iJSK13btTSROEMV9aL/2tUi+iEjagiju67btSTsFEZF2JYjiPlLb7ImINBNEcV/3+u60UxARycv//dAZicRptbib2VAzm2tmy8xsiZldF7X3M7M5ZrYy+n1U1ntuMrNaM1tuZpfH2QGAx6+/gBsnnBR3GBGRgr22sz6ROPlcue8HbnD3U4B3Adea2ShgGvCEu48EnoieE702BTgVmAD8wMzK4ki+wYV3PcWdjy2PM4SISFHc+vulicRptbi7+yZ3Xxg93gEsAwYDk4H7osPuA94XPZ4MPOzu9e6+BqgFxhQ5bxEROYK3NeZuZlXAGcBzwCB33wSZvwCAgdFhg4F1WW9bH7Udeq6pZlZjZjVbtmxpQ+pNjumthcNERLLlXdzNrCfwK+B6d3/zSIfmaPPDGtxnuHu1u1cPGDAg3zRy6l4R66iPiEjJyau4m1k5mcL+C3f/ddS82cwqo9crgbqofT0wNOvtQ4CNxUk3t9Vbd8V5ehGRohkxoEcicfKZLWPAT4Bl7v69rJdmAldFj68CfpfVPsXMupjZcGAkML94KR/ut9eO5VPnD6f6uKNaP1hEJEWrtuyiatosfvKXNbHGyefKfSzwUeBiM1sU/UwEpgPjzWwlMD56jrsvAR4BlgKPAde6+4FYso+MHtqXmyeNorKvliEQkdLw5xWFfdfYmlZXhXT3v5B7HB3gkhbecwdwRwF5tcnHzz2O378Y6wiQiEhRfHXiybGeP4g7VBucdVy/tFMQEcnL8f3jXTYlqOIuIlIKXr5tAhWd4y2/wRX3mZ8bm3YKIiJH1LU8/unbwRX304f05c4rT087DRGRnJ7+8kWJxAlim71DfbB6KBeMHMBnHljAjrf2Nd5BtX7bHvYeOJhqbiLScT34qbMZdnT3RGIFWdwBjunTld9ee/gQzSlff4w9+2KdmSkicpjlt0+gS+fk7qYPblimNTdcdmLaKYhIB/PViScnWtihgxX3Ddv3cPusZWmnISIdzBWnVSYeM9hhmVwOHDhs/TIRkWbOH9kfd/Do2zr3zA9k2jKv0dDQ2BY9xaMnDoyp6seXLz+JzmXJX0d3qOLep3t52imISDv2y8+cw+ihfTEzDLDo3nyzlm7Sb7+CKO4jb/4D+3RVLiIFuvKHzyYec/W3JtKpU/H/8ghizP2TY4ennYKISJvcMnNxLOcNoriX4j+ZREQAXtpwpL2P2i6I4j7j6VVppyAi0iZXnnnYLqRFEURxP6jhdhEpUXF9XxhEcRcRKVW/XbQhlvMGUdwfuPrstFMQEWmTzjHMlIFAivv/+aPuOhWR0vSB6qGxnDeI4r6rfn/aKYiItMnuvfEsZBhEcV/72u60UxARaZMLRvaP5bxB3KF6wsCe1NbtTDsNEQncJ8ZWNY6RZ68xc+haNDS2e4vHHNO7K9eMGxHbujNBFPctO+rTTkFEAjfrC+dxVPcKzCCz8gzR40iO9oYbLJutU0PTm/bsO0AvFfeWvbFnX9opiEjgJv3nX2I5701XnMynLxxR9PMGMeZ+y7tHpZ2CiEjeenXtTK8unRnYqwuXnXpMLDGCuHL/5HnDufSUQVxw19y0UxEROaJffuYcqqv6xR4niOI+dvqTbNi+J+00RERaFcfyvjnjJBIlZl3Lg+iGiHQA/bpXJBIniKq4asuutFMQEWnVzRNPoap/j0RiBVHcH7/+Agb37ZZ2GiIiRzThtHi+PM0liDH3D/94Hq/t2pt2GiIiLXr5tgl0LS9LLF4QV+7jRw1KOwURkRb9+cvjEi3skEdxN7OfmlmdmS3OarvVzDaY2aLoZ2LWazeZWa2ZLTezy+NKPNtxRzcfw9KueyKShlGVvRlV2ZtTKntz8jG9OPmYXjz4qbMPq1FJyGdY5mfAfwH3H9L+7+7+newGMxsFTAFOBY4F/mRmJ7p7PMueRb792MvNnrt2ZhKRhD31pXGJfVmaj1av3N39aWBbnuebDDzs7vXuvgaoBcYUkJ+ISEkoS2j+er4KGXP/nJn9PRq2OSpqGwysyzpmfdR2GDObamY1ZlazZcuWAtIQEUlf3Y630k6hmbbOlrkHuI3Mipe3Ad8FPknWAmlZcg6SuPsMYAZAdXV1QQMp93zkTK75xcJCTiEiUpD33/NsXsd9/Nwqbn3vqTFn08Yrd3ff7O4H3P0g8GOahl7WA9l7Rg0BNhaWYst2793P8JtmqbCLSMn42d/WJhKnTcXdzCqznv4z0DCTZiYwxcy6mNlwYCQwv7AUW+auL09FpLQktYptq8MyZvYQMA7ob2brgX8DxpnZaDJDLmuBTwO4+xIzewRYCuwHro1zpkyPLp1ZO33SYe1/fGmTruZFpF06mNAVqXk7uPStrq72mpqa2OPU1u3k0u/9OfY4IiJHkuuitC3MbIG7V+d6LYg7VPPVp1t52imIiCQiiLVlsq3btpuaVzLT8g1rdreq9loVkY6ipIv7wYPOD56q5cmX64DMZrQLXnk95axERNJX0sX99d17+c7sFWmnISKSt59+POcQedGVdHE/umcX/jrtYl59Yw8HvWFqZOYLYqdpmqTj4LB9zz4+q1k0IpKiAT27JhKnpIs7wOC+3Xj1jT184If53R0mIpKm+Wu38Y4hfWKPE8RsmRMG9OL0BD4sEZFC7a7fn0gczXMXEUlYEvPcS35YBmDcXXNZ+9rutNMQEWk3ghiWOfVYDcmISGk4d8TRicQJ4sr9nBFH8/za6MYly9y89Oqb7WttZRERgB985MxE4gRx5f613y6mbkc9dTvq2fxmvQq7iLRbv164IZE4QRT37hXJ7iouItJWSU1hCaK4794b6/7bIiJF8/yafLekLkwQxf3EQT3TTkFEJC+PLXk1kThBFPcVm3emnYKISLsSxGyZRbeMZ2Vd8wJ/zQML2bpTS/yKSPtSe8cVicQJoriP/uactFMQEcnL7KWbmfiOytYPLFAQwzIacxeRUrF6SzLDyEEUd425i0ip6FaRzIBJEMX9tMG9005BRCQvtz26NJGr9yCK+6OfP5+7P5zMLb0iIoW6+Lt/Zur9NdTvj+8enSCKO8Ck0yuZPPrYtNMQEcnL7KWbmRvt/xyHYIo7wDnHJ7PamohIMUw4Lb5ZM0EV9yljhnHGsL5ppyEi0qpFt4yP9fxBFXeA33x2bNopiIgc0aOfP4++3StijRFccQd48FNnp52CiEhO358ymtMGa4PsNjl3RH8+O25E2mmIiDRzVPdyJo8enEisDrVB9ptv7eP0W2fHHkdE5FD3fqyaS0cNKuo5j7RBdpBX7i3p3bWcy4r84YqItKZHRVnRC3trWi3uZvZTM6szs8VZbf3MbI6ZrYx+H5X12k1mVmtmy83s8rgSb4vde/ezeMMbaachIh3M9PefnnjMfK7cfwZMOKRtGvCEu48EnoieY2ajgCnAqdF7fmBm7WYPvI3b32LjG9pfVUSS8/Orx/CedyZ/g2WrK9i4+9NmVnVI82RgXPT4PuAp4CtR+8PuXg+sMbNaYAzwbJHyLcig3l3STkFE2rH/VT2Ub1+Z/FV2HNq6PNkgd98E4O6bzGxg1D4YmJd13PqoLVaP1KzjnqdWAWCN/8n8MrPGxxu274k7FREpYf9Ts47ZS1/FzKL60fCKNT7ObreoveEwa3pDpj3HcVedW8Unxg6PvS/FXnvScrTlnI5jZlOBqQDDhg0rKOiNv/x7Qe8XEWnw+u59sZ7/G79f2q6L+2Yzq4yu2iuBhtVv1gNDs44bAmzMdQJ3nwHMgMxUyDbmAWibPREpHS/delkicdpa3GcCVwHTo9+/y2p/0My+BxwLjATmF5pka7TNnoiUivlrtnHJKfFPi8xnKuRDZL4QPcnM1pvZ1WSK+ngzWwmMj57j7kuAR4ClwGPAte4e34LFEW2zJyKlYunGNxOJk89smQ+18NIlLRx/B3BHIUm9XdpmT0RKRbeKZGaHB3GHat/u5WmnICKSl9tnLUskThDFfXvM326LiJSaIIr7nVeezvD+Pag6ujvHRT8iIu3Rre8ZlUicYs9zT8XsJa+yZuuutNMQEWnVeSP7JxIniCv3JQl9+ywiUqg/r9iaSJwgivsmLQYmIiVi/4GDicQJoriLiJSKu+fWJhIniOJepS9QRaREvPnW/kTiBFHc+3TTPHcRKQ2D+3ZLJE4Qs2WuH38iDz73D6BpOc7Hl2xONykRkRyeuOHCROIEUdw/8d/Pp52CiEhenny5jonvqIw9ThDDMkP7JfPPHBGRQiVR2CGQ4r5um3ZYEpH2b9YXzkssVhDFXUv+ikh7N6aqH8f3T65WBTHmriV/RaQ9e9/oY/mPKWckGjOI4r7ga5eyYvNOHG/csfWaXyzkjT1aLVJE0tWvR0XihR0CKe5n3f6ntFMQkQ7uV9ecy1nHHZV2Go2CGHM/aVCvtFMQkQ5uZDv77i+I4r588460UxCRDm5lO/vuL4hhmc6djP0HPe00RKQD2757L6/v2osZGJZptMwd89FDzIwunTtRXhb/dXXJF/e/1W7lS5efxM+ffYUN2zXfXUTScfV9NXkfu3b6pBgzySjp4r51Zz0fvve5tNMQEcnbwF5dEolT0sW9f88u/OijZ7HwlddxwN1xh3v/sibt1EREcrr9faclEsfc0x+rrq6u9pqa/P9J05r9Bw6ycftbOJliD5np79t21fP+e54tWhwRkbYo1rCMmS1w9+pcr5X0lXtLOpd1YliODTwO6EtXEekggpgKma/jju7Oh88eRtfyDtVtEWlHktpcKLgr90//vEYbdYhIu5XUsiglXdzffGsfp986O+00RETyVtE5mZGDkh6fqCjrxMnHaOkBESkdS79xeSJxSrq4dy0v47HrL2DRLeM5fUgfzKBT9FPWyegc/ZSXGRUJ3BEmItKan897JZE4JT0s02DVlp38ff0bQOOKv3DYFE/NlBGR9CU1aa+g4m5ma4EdwAFgv7tXm1k/4H+AKmAt8EF3f72wNI/srOP6sfpbExvLt7tnPYaGZ9n13h3+8NImbvh/L8aZmohIM9t21ScSpxhX7he5+9as59OAJ9x9uplNi55/pQhxWvS32q08UrMOyCzMYw0vZC3gk1nMh6zH1rigj4hIUu6eu4ovX35y7HHiGJaZDIyLHt8HPEXMxV3ry4iINFdocXdgtpk58CN3nwEMcvdNAO6+ycwG5nqjmU0FpgIMGzasoCSeufEial7ZlhmCiYZeNNwiIu3R3C+NSyROocV9rLtvjAr4HDN7Od83Rn8RzIDM2jKFJHHxd59i3wF9YSoi7d+rb7zF8P49Yo9T0PxAd98Y/a4DfgOMATabWSVA9Luu0CRbk8QHJSJSDC+si3V+SaM2F3cz62FmvRoeA5cBi4GZwFXRYVcBvys0ydasaGfbW4mIpK2QK/dBwF/M7EVgPjDL3R8DpgPjzWwlMD56LiIiwJ2PLU8kTpvH3N19NfDOHO2vAZcUkpSIiBQmiHvyr7tkZNopiIjk5RNjqxKJE0RxT2oJTRGRQl193vBE4gRR3H+5YH3aKYiI5CWp/SaCKO476/ennYKISLsSRHEXESkVDz6nJX/zNnJgT1bWaa67iLR/q7bsomraLAAmvaOSuz9yZixxSvrKfWf9fqqmzVJhF5GSNOulTcx8cWMs5y7p4t65k9bsFZHS1r9HRSznLelhma7lZTxz40V8+N55rNu2J+10RETy8uQNF3L8gJ6xxijp4g4wtF93nrnxYgDmLN3Mwn+8zj1PrUo5KxGR5q69aAQDenbho+dUUZbAqIP5YXuNJq+6utpramqKdr4DB526HW9FW+xluHvjWu/n3zm3aLFERFpyw/gT+UD1UPp0K6dbRVnRz29mC9y9OtdrJX/lnktZJ6OyT7e00xCRDuZPX7yQEwbGO9ySryCLe2v+7T2juPeZNQBs27WXPfsOpJyRiLQHHz+3ilvfe2raaRRFhyzuTyyrY8N2fQErIs3V7w/nQq9DFvf5a7alnYKItEMPzV/HQ/PXxXLuf3nXML42aRRdy4s/9p5L0MV9/4GD/Ojp1WzYvoeG76bNYO+Bg6nmJSIdzwPz/sED8/7ByjuuoLws/luMgi7uv35hA3c9nsyuJyIi+Rh58x8bH1970Qi+fPnJscQJsrjvrN/Pmd+coyt0EWnX7p67in+q6se4kwYW/dxBFPfXdtbzgR8+y+qtu9JORUTkbXkrptl6QRT3s27/U9opiIjkpaJzJ1bcfkXscUp64TARkVKT1J7PQRT3Yf26p52CiEhekpoKGURxH9CrS9opiIjk5Zzjj04kThBj7tdcOIL752W2rjIyc9mfWr4l3aRERHKo3bKTUcf2jj1OEMX9f99fvBUlRUTi9IWHXuC97zw29jhBDMsM7qsVIEVEsgVR3LUImIiUilvePSqROEEU9xMHtY/1k0VEWpPUEuNBFPcVm3emnYKISF6OOzqZqdtBfKH6wtfHU7uleYG/5oGFbN1Zn1JGIiK5TTytMpE4QRT3M26bk3YKIiJ5Of6rf2Dt9Emxx4ltWMbMJpjZcjOrNbNpccUBjbmLSPvXuZPRuZPx+YtPSCZeHCc1szLgbmA8sB543sxmuvvSOOJpzF1E2rvab01MNF5cV+5jgFp3X+3ue4GHgckxxaJHRTJrNYiIlIq4xtwHA9kbEa4Hzs4+wMymAlMBhg0bVlCwJd+cwOotO/nO7NLedck98wPgeOZ51msNz5q3e7Njstub3td0vqbjDj8XOdobz9PsXE1PmrcfGqPp/S3mckgMDmlv3res3JpO20KObfz8Dsml5c+57Z+fdDxnD++XeMy4irvlaGv2R9vdZwAzAKqrqwv+Y3/8gJ784CNnFXoaEZEgxDUssx4YmvV8CLAxplgiInKIuIr788BIMxtuZhXAFGBmTLFEROQQsQzLuPt+M/sc8DhQBvzU3ZfEEUtERA4X201M7v4H4A9xnV9ERFoWxNoyIiLSnIq7iEiAVNxFRAKk4i4iEiDzdnDbnJltAV4p4BT9ga1FSqe960h9BfU3dOpvYY5z9wG5XmgXxb1QZlbj7tVp55GEjtRXUH9Dp/7GR8MyIiIBUnEXEQlQKMV9RtoJJKgj9RXU39CpvzEJYsxdRESaC+XKXUREsqi4i4gEqKSLe5KbcCfFzH5qZnVmtjirrZ+ZzTGzldHvo7Jeuynq/3IzuzydrNvGzIaa2VwzW2ZmS8zsuqg91P52NbP5ZvZi1N9vRO1B9reBmZWZ2Qtm9mj0PNj+mtlaM3vJzBaZWU3Ulk5/3b0kf8gsJbwKOB6oAF4ERqWdVxH6dQFwJrA4q+1OYFr0eBrw7ejxqKjfXYDh0edRlnYf3kZfK4Ezo8e9gBVRn0LtrwE9o8flwHPAu0Ltb1a/vwg8CDwaPQ+2v8BaoP8hban0t5Sv3BPdhDsp7v40sO2Q5snAfdHj+4D3ZbU/7O717r4GqCXzuZQEd9/k7gujxzuAZWT23w21v+7uO6On5dGPE2h/AcxsCDAJuDerOdj+tiCV/pZycc+1CffglHKJ2yB33wSZgggMjNqD+QzMrAo4g8zVbLD9jYYoFgF1wBx3D7q/wH8ANwIHs9pC7q8Ds81sgZlNjdpS6W9sm3UkoNVNuDuAID4DM+sJ/Aq43t3fNMvVrcyhOdpKqr/ufgAYbWZ9gd+Y2WlHOLyk+2tm7wbq3H2BmY3L5y052kqmv5Gx7r7RzAYCc8zs5SMcG2t/S/nKvSNtwr3ZzCoBot91UXvJfwZmVk6msP/C3X8dNQfb3wbuvh14CphAuP0dC7zXzNaSGTa92MweINz+4u4bo991wG/IDLOk0t9SLu4daRPumcBV0eOrgN9ltU8xsy5mNhwYCcxPIb82scwl+k+AZe7+vayXQu3vgOiKHTPrBlwKvEyg/XX3m9x9iLtXkfn/80l3/xcC7a+Z9TCzXg2PgcuAxaTV37S/XS7wm+mJZGZYrAJuTjufIvXpIWATsI/M3+xXA0cDTwAro9/9so6/Oer/cuCKtPN/m309j8w/Q/8OLIp+Jgbc39OBF6L+LgZuidqD7O8hfR9H02yZIPtLZubei9HPkoaalFZ/tfyAiEiASnlYRkREWqDiLiISIBV3EZEAqbiLiARIxV1EJEAq7iIiAVJxFxEJ0P8HtL7sFM17FEkAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.array(indices)[1],np.array(indices)[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "index 250 is out of bounds for axis 0 with size 250",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m----------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m                           Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-79-8e7190c5c229>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m500\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[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0my\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m200\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[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m         \u001b[0;32mif\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgray\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m200\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      5\u001b[0m             \u001b[0mx_list\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\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      6\u001b[0m             \u001b[0my_list\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mIndexError\u001b[0m: index 250 is out of bounds for axis 0 with size 250"
     ]
    }
   ],
   "source": [
    "x_list, y_list = [], []\n",
    "for x in np.ra(0, 500, 1):\n",
    "    for y in np.arange(0, 200, 1):        \n",
    "        if np.all(gray[x,y] > 200 ):\n",
    "            x_list.append(x)\n",
    "            y_list.append(y) \n",
    "        \n",
    "        if np.all(gray[y][x] == (0, 0, 0)):\n",
    "            x_list.append(x)\n",
    "            y_list.append(500-y)\n",
    "plt.plot(x_list, y_list)\n",
    "# show_graph(x_list, y_list, 18, 3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def locate_pos(image, color):\n",
    "    position_list = []\n",
    "    y_level = 42\n",
    "    while len(position_list) == 0 and y_level < 100:\n",
    "        x=100\n",
    "        while x<7422:\n",
    "            if np.all(image[y_level][x] == color):\n",
    "                position_list.append(x)\n",
    "                x += 25\n",
    "            x += 1\n",
    "        y_level+=2\n",
    "    return position_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "background_image = cv2.imread('/Users/aithi/Desktop/Summer_2021/ECG/data/background.png', cv2.IMREAD_COLOR)\n",
    "gray_background = cv2.cvtColor(background_image, cv2.COLOR_BGR2GRAY)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "operands could not be broadcast together with shapes (250,510) (59,264) ",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m----------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                           Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-41-d2e1c09199d2>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0mgray_background\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcvtColor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbackground_image\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCOLOR_BGR2GRAY\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m \u001b[0mforeground\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabsolute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgray_original\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mgray_background\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      9\u001b[0m \u001b[0;31m# foreground[foreground > 50] = 255\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mValueError\u001b[0m: operands could not be broadcast together with shapes (250,510) (59,264) "
     ]
    }
   ],
   "source": [
    "img=cv2.imread( 'Normal_100Cropped_lead1.png' )\n",
    "\n",
    "gray_original = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n",
    "\n",
    "background_image = cv2.imread('/Users/aithi/Desktop/Summer_2021/ECG/data/background.png', cv2.IMREAD_COLOR)\n",
    "gray_background = cv2.cvtColor(background_image, cv2.COLOR_BGR2GRAY)\n",
    "\n",
    "foreground = np.absolute(gray_original - gray_background)\n",
    "# foreground[foreground > 50] = 255\n",
    "\n",
    "# foreground=cv2.absdiff(gray_original,gray_background)\n",
    "\n",
    "# ret,thresh1 = cv2.threshold(img,240,255,cv2.THRESH_BINARY_INV)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 338,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'foreground' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m----------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-338-8f2b6b20a6cf>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Original Image'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mforeground\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m: name 'foreground' is not defined"
     ]
    }
   ],
   "source": [
    "cv2.imshow('Original Image', foreground)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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