{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 213,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fae689a9340>"
      ]
     },
     "execution_count": 213,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import os\n",
    "import cv2\n",
    "import glob\n",
    "\n",
    "#import the files names\n",
    "im_path='/Users/cdurkin/Projects/SES_synthesis/MARS_2023_test'\n",
    "out_path='/Users/cdurkin/Projects/SES_synthesis/MARS_2023_out'\n",
    "files= glob.glob(os.path.join(im_path,'*'))\n",
    "\n",
    "#calculate the mean of the previous ten images\n",
    "files=np.sort(files)\n",
    "date=[]\n",
    "for f in files:\n",
    "    words=f.split('_')\n",
    "    date.append(words[len(words)-1])\n",
    "    \n",
    "\n",
    "photo_max=None\n",
    "count=0\n",
    "\n",
    "file_count=45\n",
    "while count < 20:\n",
    "    file_count=file_count-1\n",
    "    photo=cv2.imread(files[file_count])\n",
    "    photo_hsv=cv2.cvtColor(photo,cv2.COLOR_BGR2HSV)\n",
    "    photo_value=photo_hsv[:,:,2]\n",
    "    photo_value=cv2.normalize(photo_value,None,0, 255,cv2.NORM_MINMAX)\n",
    "    if np.array(photo_max).any() == None:\n",
    "        photo_max=photo_value.copy()\n",
    "    else:\n",
    "        max_values=photo_max.astype(int)-photo_value.astype(int)\n",
    "        photo_max[max_values<0]=photo_value[max_values<0]\n",
    "        \n",
    "    count=count+1\n",
    "\n",
    "plt.figure()\n",
    "plt.imshow(photo_max,cmap=plt.cm.gray)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 177,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "60"
      ]
     },
     "execution_count": 177,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(files)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "mask=cv2.imread('/Users/cdurkin/Projects/SES_synthesis/SES_MARS_Mask.tiff')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {},
   "outputs": [],
   "source": [
    "photo1=cv2.imread(files[54])\n",
    "photo1_hsv=cv2.cvtColor(photo1,cv2.COLOR_BGR2HSV)\n",
    "#HSV = Hue, Saturation, Value.  We are using the value which is basically greyscale\n",
    "photo1_value=photo1_hsv[:,:,2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 179,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Example image to process, gray value')"
      ]
     },
     "execution_count": 179,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.imshow(photo1_value,cmap=plt.cm.gray)\n",
    "plt.title('Example image to process, gray value')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Image with background noise and scratches removed')"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "photo1_norm=cv2.normalize(photo1_value,None,0, 255,cv2.NORM_MINMAX)\n",
    "photo_denoise1=photo1_norm-photo_max.astype(int)\n",
    "if np.min(photo_denoise1)<0:\n",
    "    photo_denoise=photo_denoise1+abs(np.min(photo_denoise1))\n",
    "else:\n",
    "    photo_denoise=photo_denoise1.copy()\n",
    "photo_denoise=cv2.convertScaleAbs(photo_denoise)\n",
    "photo_denoise=cv2.normalize(photo_denoise,None,0, 255,cv2.NORM_MINMAX)\n",
    "plt.figure()\n",
    "plt.imshow(photo_denoise,cmap=plt.cm.gray)\n",
    "plt.title('Image with background noise and scratches removed')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Background removed image of interest')"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "photo_blur=cv2.medianBlur(cv2.convertScaleAbs(photo_max),251)\n",
    "photo_blur=abs(photo_blur.astype(int)-255)\n",
    "plt.figure()\n",
    "plt.imshow(photo_blur,cmap=plt.cm.gray)\n",
    "plt.title(\"Inverted, median blur of mean image\")\n",
    "\n",
    "#Create an image with no background\n",
    "photo_nobg=photo_denoise-photo_blur\n",
    "if np.min(photo_nobg)<0:\n",
    "    photo_nobg=photo_nobg+abs(np.min(photo_nobg))\n",
    "\n",
    "\n",
    "plt.figure()\n",
    "plt.imshow(photo1_value.astype(int),cmap=plt.cm.gray)\n",
    "plt.title('Origianl greyscale image of interest')\n",
    "photo_nobg=cv2.normalize(photo_nobg,None,0, 255,cv2.NORM_MINMAX)\n",
    "plt.figure()\n",
    "plt.imshow(photo_nobg.astype(int),cmap=plt.cm.gray)\n",
    "plt.title('Background removed image of interest')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x18bee5bd0>"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "circle_markers=np.zeros_like(photo_max)\n",
    "\n",
    "#Find the edges in the blurred image\n",
    "circle_markers=cv2.Canny(cv2.convertScaleAbs(photo_max),25,25)\n",
    "plt.figure()\n",
    "plt.imshow(circle_markers,cmap=plt.cm.gray)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'automatic circle fitting to largest object in above image')"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "circle_markers=np.zeros_like(photo_max)\n",
    "\n",
    "#Find the edges in the max image\n",
    "circle_markers=cv2.Canny(cv2.convertScaleAbs(photo_max),25,25)\n",
    "\n",
    "#Close the circle\n",
    "kernel = np.ones((5, 5), np.uint8)\n",
    "circle_marker_dilation=cv2.dilate(circle_markers,kernel,1)  \n",
    "contours, hierarchy = cv2.findContours(circle_marker_dilation, cv2.RETR_EXTERNAL , cv2.CHAIN_APPROX_NONE)\n",
    "circle_markers2=np.zeros_like(circle_markers)\n",
    "for cnt in contours:\n",
    "    cv2.drawContours(circle_markers2,[cnt],-1,255,-1)\n",
    "circle_markers2=cv2.erode(circle_markers2,kernel,1)  \n",
    "\n",
    "plt.figure()\n",
    "plt.imshow(circle_markers2,cmap=plt.cm.gray)\n",
    "plt.title('filled edges')\n",
    "\n",
    "#Now have it find the circle for the largest object\n",
    "contours,_= cv2.findContours(cv2.convertScaleAbs(circle_markers2), cv2.RETR_TREE,cv2.CHAIN_APPROX_SIMPLE)\n",
    "areas = [cv2.contourArea(c) for c in contours]\n",
    "sorted_areas = np.sort(areas)\n",
    "cnt=contours[areas.index(sorted_areas[-1])] \n",
    "(x,y),radius = cv2.minEnclosingCircle(cnt)\n",
    "center = (int(x),int(y))\n",
    "radius = int(radius)-50\n",
    "plt.figure()\n",
    "mask=np.zeros_like(photo_nobg)\n",
    "cv2.circle(mask,center,radius,(255),-1)\n",
    "plt.imshow(mask,cmap=plt.cm.gray)\n",
    "plt.title('automatic circle fitting to largest object in above image')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'76,77,3091.5702232013223,62.74001485101543,222.40756185710313,MARS_SED_2023_SESExt_230509-021147.tiff,1597,425,5,5\\n'"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_link=open(os.path.join(out_path,'All_particle_measurements.csv'),'r')\n",
    "data_link.readlines()[-1]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>Number</th>\n",
       "      <th>Area</th>\n",
       "      <th>ESD</th>\n",
       "      <th>perimeter</th>\n",
       "      <th>file_name</th>\n",
       "      <th>topleft_x</th>\n",
       "      <th>topleft_y</th>\n",
       "      <th>width</th>\n",
       "      <th>height</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>19805.371742</td>\n",
       "      <td>158.798560</td>\n",
       "      <td>554.621834</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>906</td>\n",
       "      <td>1664</td>\n",
       "      <td>14</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>207521.651232</td>\n",
       "      <td>514.027988</td>\n",
       "      <td>1993.285635</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>706</td>\n",
       "      <td>1634</td>\n",
       "      <td>54</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>59319.503658</td>\n",
       "      <td>274.823467</td>\n",
       "      <td>1037.356361</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>1146</td>\n",
       "      <td>1611</td>\n",
       "      <td>21</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>47146.445904</td>\n",
       "      <td>245.007590</td>\n",
       "      <td>875.320579</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>667</td>\n",
       "      <td>1609</td>\n",
       "      <td>18</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>6762.809863</td>\n",
       "      <td>92.793733</td>\n",
       "      <td>372.927816</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>733</td>\n",
       "      <td>1599</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>455233.715366</td>\n",
       "      <td>761.328818</td>\n",
       "      <td>3035.411886</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>1459</td>\n",
       "      <td>1570</td>\n",
       "      <td>61</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>11496.776768</td>\n",
       "      <td>120.988226</td>\n",
       "      <td>420.386998</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>1242</td>\n",
       "      <td>1566</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>5700.082599</td>\n",
       "      <td>85.191376</td>\n",
       "      <td>297.667689</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>516</td>\n",
       "      <td>1549</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>87626.693514</td>\n",
       "      <td>334.020615</td>\n",
       "      <td>1492.289942</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>626</td>\n",
       "      <td>1496</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>5506.859460</td>\n",
       "      <td>83.735006</td>\n",
       "      <td>297.667689</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>1402</td>\n",
       "      <td>1494</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>11400.165198</td>\n",
       "      <td>120.478800</td>\n",
       "      <td>423.759817</td>\n",
       "      <td>MARS_SED_2023_5min_Ext_230522-153035.jpg</td>\n",
       "      <td>1460</td>\n",
       "      <td>1468</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Unnamed: 0  Number           Area         ESD    perimeter  \\\n",
       "0            0       1   19805.371742  158.798560   554.621834   \n",
       "1            1       2  207521.651232  514.027988  1993.285635   \n",
       "2            2       3   59319.503658  274.823467  1037.356361   \n",
       "3            3       4   47146.445904  245.007590   875.320579   \n",
       "4            4       5    6762.809863   92.793733   372.927816   \n",
       "5            5       6  455233.715366  761.328818  3035.411886   \n",
       "6            6       7   11496.776768  120.988226   420.386998   \n",
       "7            7       8    5700.082599   85.191376   297.667689   \n",
       "8            8       9   87626.693514  334.020615  1492.289942   \n",
       "9            9      10    5506.859460   83.735006   297.667689   \n",
       "10          10      11   11400.165198  120.478800   423.759817   \n",
       "\n",
       "                                   file_name  topleft_x  topleft_y  width  \\\n",
       "0   MARS_SED_2023_5min_Ext_230522-153035.jpg        906       1664     14   \n",
       "1   MARS_SED_2023_5min_Ext_230522-153035.jpg        706       1634     54   \n",
       "2   MARS_SED_2023_5min_Ext_230522-153035.jpg       1146       1611     21   \n",
       "3   MARS_SED_2023_5min_Ext_230522-153035.jpg        667       1609     18   \n",
       "4   MARS_SED_2023_5min_Ext_230522-153035.jpg        733       1599      7   \n",
       "5   MARS_SED_2023_5min_Ext_230522-153035.jpg       1459       1570     61   \n",
       "6   MARS_SED_2023_5min_Ext_230522-153035.jpg       1242       1566      8   \n",
       "7   MARS_SED_2023_5min_Ext_230522-153035.jpg        516       1549      7   \n",
       "8   MARS_SED_2023_5min_Ext_230522-153035.jpg        626       1496     28   \n",
       "9   MARS_SED_2023_5min_Ext_230522-153035.jpg       1402       1494      7   \n",
       "10  MARS_SED_2023_5min_Ext_230522-153035.jpg       1460       1468      8   \n",
       "\n",
       "    height  \n",
       "0       10  \n",
       "1       32  \n",
       "2       22  \n",
       "3       19  \n",
       "4        9  \n",
       "5       64  \n",
       "6       10  \n",
       "7        6  \n",
       "8       28  \n",
       "9        6  \n",
       "10      11  "
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data=pd.read_csv(os.path.join(out_path,'All_particle_measurements.csv'))\n",
    "test=data.loc[0:10]\n",
    "test\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "test.to_csv(os.path.join(out_path,'All_particle_measurements.csv'), mode='a', index=False, header=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "line_entries=last_line.split(',')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'10'"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "line_entries['MARS_SED' in line_entries]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([55, 19, 26, 35, 10,  0, 20, 54,  8,  4, 38, 21, 24, 50, 17, 57, 47,\n",
       "            46, 14, 39, 12, 37, 32, 22,  1,  9, 16, 53, 44, 51, 11, 15, 52, 27,\n",
       "            33, 13, 49, 36,  3, 48, 28,  2,  7, 23, 40, 30, 25, 60, 59, 42, 31,\n",
       "            56, 58, 43, 34, 18,  5, 45,  6, 29, 41],\n",
       "           dtype='int64')"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "date_order\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37,\n",
       "       38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54,\n",
       "       55, 56, 57, 58, 59, 60])"
      ]
     },
     "execution_count": 123,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "52"
      ]
     },
     "execution_count": 165,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_bg_max_img(files, f,num_of_bg_imgs ):\n",
    "    photo_max=None\n",
    "    #Create a max pixel image of the previous 20 images\n",
    "    #But if within the first 20 images taken, create a max pixel image of the next 20 images that were taken afterward\n",
    "    #This means we can't start calculating data until atleast 41 images have been collected.\n",
    "    count=num_of_bg_imgs\n",
    "    while count>0:\n",
    "        if f>=num_of_bg_imgs:\n",
    "            photo=cv2.imread(files[f-count])\n",
    "        else:\n",
    "            photo=cv2.imread(files[f+count])\n",
    "        photo_hsv=cv2.cvtColor(photo,cv2.COLOR_BGR2HSV)\n",
    "        photo_value=photo_hsv[:,:,2]\n",
    "        photo_value=cv2.normalize(photo_value,None,0, 255,cv2.NORM_MINMAX)\n",
    "        if np.array(photo_max).any() == None:\n",
    "            photo_max=photo_value.copy()\n",
    "        else:\n",
    "            max_values=photo_max.astype(int)-photo_value.astype(int)\n",
    "            photo_max[max_values<0]=photo_value[max_values<0]\n",
    "        count=count-1\n",
    "    return(photo_max)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 215,
   "metadata": {},
   "outputs": [],
   "source": [
    "def subtract_bg(files,f,photo_max):\n",
    "    photo=cv2.imread(files[f])\n",
    "    photo_hsv=cv2.cvtColor(photo,cv2.COLOR_BGR2HSV)\n",
    "    photo_value=photo_hsv[:,:,2]\n",
    "    photo_norm=cv2.normalize(photo_value,None,0,255,cv2.NORM_MINMAX)\n",
    "    photo_denoise1=photo_norm-photo_max.astype(int)\n",
    "    if np.min(photo_denoise1)<0:\n",
    "        photo_denoise=photo_denoise1+abs(np.min(photo_denoise1))\n",
    "    else:\n",
    "        photo_denoise=photo_denoise1.copy()\n",
    "    photo_denoise=cv2.normalize(photo_denoise,None,0,255,cv2.NORM_MINMAX)\n",
    "\n",
    "    photo_blur=cv2.medianBlur(cv2.convertScaleAbs(photo_max),251)\n",
    "    photo_blur=abs(photo_blur.astype(int)-255)\n",
    "    photo_nobg=photo_denoise-photo_blur\n",
    "    if np.min(photo_nobg)<0:\n",
    "        photo_nobg=photo_nobg+abs(np.min(photo_nobg))\n",
    "    photo_nobg=cv2.normalize(photo_nobg,None,0, 255,cv2.NORM_MINMAX)\n",
    "    return(photo_nobg)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 216,
   "metadata": {},
   "outputs": [],
   "source": [
    "def find_circle_mask(photo_max):\n",
    "    circle_markers=cv2.Canny(cv2.convertScaleAbs(photo_max),25,25)\n",
    "    kernel = np.ones((5, 5), np.uint8)\n",
    "    circle_marker_dilation=cv2.dilate(circle_markers,kernel,1)  \n",
    "    contours, hierarchy = cv2.findContours(circle_marker_dilation, cv2.RETR_EXTERNAL , cv2.CHAIN_APPROX_NONE)\n",
    "    circle_markers2=np.zeros_like(circle_markers)\n",
    "    for cnt in contours:\n",
    "        cv2.drawContours(circle_markers2,[cnt],-1,255,-1)\n",
    "    circle_markers2=cv2.erode(circle_markers2,kernel,1)  \n",
    "    \n",
    "    contours,_= cv2.findContours(cv2.convertScaleAbs(circle_markers2), cv2.RETR_TREE,cv2.CHAIN_APPROX_SIMPLE)\n",
    "    areas = [cv2.contourArea(c) for c in contours]\n",
    "    sorted_areas = np.sort(areas)\n",
    "    cnt=contours[areas.index(sorted_areas[-1])] \n",
    "    (x,y),radius = cv2.minEnclosingCircle(cnt)\n",
    "    center = (int(x),int(y))\n",
    "    radius = int(radius)-50\n",
    "    mask=np.zeros_like(photo_max)\n",
    "    cv2.circle(mask,center,radius,(255),-1)\n",
    "    return(mask)\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 217,
   "metadata": {},
   "outputs": [],
   "source": [
    "def detect_marker_pixels(mask, photo_nobg):\n",
    "    markers=cv2.adaptiveThreshold(cv2.convertScaleAbs(photo_nobg), 255,cv2.ADAPTIVE_THRESH_GAUSSIAN_C, cv2.THRESH_BINARY_INV,801, 3)\n",
    "    markers[mask==0]=0\n",
    "    kernel = np.ones((5, 5), np.uint8)\n",
    "    marker_erosion=cv2.erode(markers,kernel,1) \n",
    "    marker_dilation=cv2.dilate(marker_erosion,kernel,1)  \n",
    "    contours, hierarchy = cv2.findContours(marker_dilation, cv2.RETR_EXTERNAL , cv2.CHAIN_APPROX_NONE)\n",
    "    markers2=np.zeros_like(markers)\n",
    "    for cnt in contours:\n",
    "        cv2.drawContours(markers2,[cnt],-1,255,-1)\n",
    "                \n",
    "    detected_img=markers2.astype('ubyte')\n",
    "    return(detected_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 218,
   "metadata": {},
   "outputs": [],
   "source": [
    "def measure_particle_props(detected_img,files,f):\n",
    "    particle_mask=detected_img.copy()\n",
    "    contours, hierarchy = cv2.findContours(particle_mask, cv2.RETR_EXTERNAL , cv2.CHAIN_APPROX_NONE)\n",
    "    count=0\n",
    "    particle_area = []\n",
    "    particle_ESD = []\n",
    "    particle_perimeter = []\n",
    "    file_name = []\n",
    "    topleft_x = []\n",
    "    topleft_y = []\n",
    "    width=[]\n",
    "    height=[]\n",
    "    particle_numberID=[]\n",
    "\n",
    "    scale= 0.07194\n",
    "    scale_area = scale**2 \n",
    "    for cnt in contours:\n",
    "        count=count+1\n",
    "        px_area=cv2.contourArea(cnt)\n",
    "        um_area = px_area / scale_area\n",
    "        perimeter=cv2.arcLength(cnt, True)/scale\n",
    "        ESD=2*(np.sqrt(um_area/np.pi))\n",
    "        x,y,w,h=cv2.boundingRect(cnt)\n",
    "        particle_area.append(um_area)\n",
    "        particle_ESD.append(ESD)\n",
    "        particle_perimeter.append(perimeter)\n",
    "        file_name.append(os.path.basename(files[f]))\n",
    "        topleft_x.append(x)\n",
    "        topleft_y.append(y)\n",
    "        width.append(w)\n",
    "        height.append(h)\n",
    "        particle_numberID.append(count)\n",
    "    data = pd.DataFrame(np.stack((particle_numberID, particle_area, particle_ESD, particle_perimeter, file_name, topleft_x,topleft_y,width,height),-1),columns=['Number','Area','ESD','perimeter','file_name', 'topleft_x','topleft_y','width','height'])\n",
    "    return(data)    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 219,
   "metadata": {},
   "outputs": [],
   "source": [
    "def outline_detected(detected_img,files,f):\n",
    "    particle_edges=cv2.Canny(detected_img,100,200,5)\n",
    "    kernel = np.ones((5, 5), np.uint8)\n",
    "    edge_dilation=cv2.dilate(particle_edges,kernel,1)\n",
    "    example_img=cv2.imread(files[f])\n",
    "    example_img[edge_dilation==255]=[127,0,255]\n",
    "    return(example_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 236,
   "metadata": {},
   "outputs": [],
   "source": [
    "def measure_atn(mask, files, f):\n",
    "    photo=cv2.imread(files[f])\n",
    "    photo_red=photo[:,:,2] ##cv2 reads images as BGR, so red is the third channel\n",
    "    attenuation=np.mean(-np.log(photo_red[mask==255]/photo_max[mask==255]))\n",
    "    file_name=os.path.basename(files[f])\n",
    "    data=pd.DataFrame([[file_name,attenuation]],columns=['file_name','atn'])\n",
    "    return(data)\n",
    "\n",
    "  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 235,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>file_name</th>\n",
       "      <th>atn</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>test</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  file_name  atn\n",
       "0      test   35"
      ]
     },
     "execution_count": 235,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "file_name='test'\n",
    "attenuation=35\n",
    "data=pd.DataFrame([[file_name,attenuation]],columns=['file_name','atn'])\n",
    "data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 221,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-190617.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-192628.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-194642.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-200653.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-202711.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-204730.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-210754.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-212811.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-214825.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-220841.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-222902.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-224919.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-230932.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-232946.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230508-235001.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-001011.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-003025.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-005042.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-011101.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-013114.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-015131.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-021147.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-023210.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-025226.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-031249.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-033308.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-035327.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-041344.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-043404.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-045419.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-051449.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-053502.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-055520.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-061539.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-063602.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-065616.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-071637.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-073657.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-075720.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-081738.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-083804.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-085831.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-091853.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-093912.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-095929.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-101943.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-104002.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-110021.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-112041.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-114102.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-120125.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-122157.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-124209.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-130226.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-132249.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-134305.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-140322.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-142336.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-144353.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-150429.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-152448.tiff',\n",
       "       '/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images/MARS_SED_2023_SESExt_230509-154507.tiff'],\n",
       "      dtype='<U151')"
      ]
     },
     "execution_count": 221,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im_path='/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images'\n",
    "out_path='/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/Analyzed_image_data'\n",
    "\n",
    "files= np.array(glob.glob(os.path.join(im_path,'*')))\n",
    "files=files[pd.DataFrame(files)[0].str.contains('Ext')]\n",
    "files=files[pd.DataFrame(files)[0].str.contains('Ext')]\n",
    "date=[f.split('_')[-1] for f in files]\n",
    "date=pd.DataFrame(date)\n",
    "date_order=date.sort_values(0).index\n",
    "files=files[date_order]\n",
    "\n",
    "files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 223,
   "metadata": {},
   "outputs": [],
   "source": [
    "if os.path.isdir(out_path)==False:\n",
    "    os.mkdir(out_path)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 224,
   "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/var/folders/26/gwgrn4h96_n037dhxyt88br4000bkb/T/ipykernel_96595/2831625094.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     31\u001b[0m     \u001b[0mall_atn_data\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'file_name'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m'atn'\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     32\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mf\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mfiles_to_be_analyzed\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 33\u001b[0;31m         \u001b[0mphoto_max\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcreate_bg_max_img\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfiles\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnum_of_bg_imgs\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     34\u001b[0m         \u001b[0mmask\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfind_circle_mask\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mphoto_max\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     35\u001b[0m         \u001b[0matn_data\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmeasure_atn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmask\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mfiles\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/var/folders/26/gwgrn4h96_n037dhxyt88br4000bkb/T/ipykernel_96595/756494155.py\u001b[0m in \u001b[0;36mcreate_bg_max_img\u001b[0;34m(files, f, num_of_bg_imgs)\u001b[0m\n\u001b[1;32m      9\u001b[0m             \u001b[0mphoto\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfiles\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mcount\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     10\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[0;32m---> 11\u001b[0;31m             \u001b[0mphoto\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfiles\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0mcount\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     12\u001b[0m         \u001b[0mphoto_hsv\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[0mphoto\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCOLOR_BGR2HSV\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     13\u001b[0m         \u001b[0mphoto_value\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mphoto_hsv\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[0;36m2\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": [
    "im_path='/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.08-03-SED-MARS-01/fluoro_images'\n",
    "out_path='/Volumes/902305_Event_Detection_with_SES/Data/Processed_SES_images/SES_MARS_processed/dep-2023.05.08-03-SED-MARS-01'\n",
    "\n",
    "files= np.array(glob.glob(os.path.join(im_path,'*')))\n",
    "files=files[pd.DataFrame(files)[0].str.contains('Ext')]\n",
    "date=[f.split('_')[-1] for f in files]\n",
    "date=pd.DataFrame(date)\n",
    "date_order=date.sort_values(0).index\n",
    "files=files[date_order]\n",
    "\n",
    "#Identify the files that needs to be processed\n",
    "#Open existing data file and find the name of the last image file that was analyzed and analyze every image after that one\n",
    "\n",
    "if os.path.isfile(os.path.join(out_path,os.path.basename(out_path)+'_All_particle_measurements.csv')):\n",
    "    data_link=open(os.path.join(out_path,os.path.basename(out_path)+'_All_particle_measurements.csv'),'r')\n",
    "    last_line=data_link.readlines()[-1]\n",
    "    data_link.close()\n",
    "    for x in np.flip(np.arange(0,len(files))):\n",
    "        if files[x].split('/')[-1] in last_line:\n",
    "            files_to_be_analyzed=np.arange(x+1,len(files))\n",
    "            break\n",
    "#If no data file exists, then just start with the first image\n",
    "else:\n",
    "    files_to_be_analyzed=np.arange(0,len(files))\n",
    "\n",
    "#Create an empty dataframe for new data to be recorded\n",
    "num_of_bg_imgs=20\n",
    "if len(files)>(num_of_bg_imgs*2):\n",
    "    all_data = pd.DataFrame(columns=['Number','Area','ESD','perimeter','file_name', 'topleft_x','topleft_y','width','height'])\n",
    "    all_atn_data=pd.DataFrame(columns=['file_name','atn'])\n",
    "    for f in files_to_be_analyzed:\n",
    "        photo_max=create_bg_max_img(files,f,num_of_bg_imgs)\n",
    "        mask=find_circle_mask(photo_max)\n",
    "        atn_data=measure_atn(mask,files,f)\n",
    "        photo_nobg=subtract_bg(files,f,photo_max)\n",
    "        detected_img = detect_marker_pixels(mask,photo_nobg)\n",
    "        example_img=outline_detected(detected_img,files,f)\n",
    "        cv2.imwrite(os.path.join(out_path,'Outline_'+str(os.path.basename(files[f]))),example_img)\n",
    "        data=measure_particle_props(detected_img,files,f)\n",
    "        all_data=pd.concat([all_data,data])\n",
    "        all_atn_data=pd.concat([all_atn_data,atn_data])\n",
    "        #Save the data to the existing file, or create a new file\n",
    "    if os.path.isfile(os.path.join(out_path,os.path.basename(out_path)+'_All_particle_measurements.csv')):\n",
    "        all_data.to_csv(os.path.join(out_path,os.path.basename(out_path)+'_All_particle_measurements.csv'), mode='a', index=False, header=False)\n",
    "    else:\n",
    "        all_data.to_csv(os.path.join(out_path,os.path.basename(out_path)+'_All_particle_measurements.csv'))\n",
    "    if os.path.isfile(os.path.join(out_path,os.path.basename(out_path)+'_atn.csv')):\n",
    "        all_atn_data.to_csv(os.path.join(out_path,os.path.basename(out_path)+'_atn.csv'), mode='a', index=False, header=False)\n",
    "    else:\n",
    "        all_atn_data.to_csv(os.path.join(out_path,os.path.basename(out_path)+'_atn.csv'))\n",
    "\n",
    "\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "820"
      ]
     },
     "execution_count": 209,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im_path='/Volumes/902305_Event_Detection_with_SES/Deployments/MARS-230508-01/dep-2023.05.31-01-SED-MARS-03/images'\n",
    "files= np.array(glob.glob(os.path.join(im_path,'*')))\n",
    "files=files[pd.DataFrame(files)[0].str.contains('Ext')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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