{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a3dcd777-996d-4fa7-b549-dea4f0dc76c7",
   "metadata": {},
   "source": [
    "# Digit Cleaner Idea"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a309ef91-be25-45ff-ad8b-ca7d9dc28f28",
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "559e1bb4-896b-4a66-8021-dfc9b9452f66",
   "metadata": {},
   "source": [
    "## Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "be48691c-2396-4de8-8a41-56eb5b82f881",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd \n",
    "import numpy as np\n",
    "import cv2\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "import itertools\n",
    "from IPython.display import display, Image\n",
    "from aiking.data.external import * #We need to import this after fastai modules\n",
    "from ipywidgets.widgets import interact\n",
    "import warnings\n",
    "import os\n",
    "import dask.bag as db\n",
    "from fastprogress.fastprogress import master_bar, progress_bar\n",
    "from matplotlib import cm\n",
    "from fastcore.xtras import *\n",
    "import PIL\n",
    "import skimage\n",
    "import imutils\n",
    "from imutils import contours\n",
    "import itertools\n",
    "from dask.diagnostics import ProgressBar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "550a10a5-54dc-445d-9a70-b07d4dfd501f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#560) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/zzoraczqoe.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/rwrnaoifjc.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/aadalkvtqc.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/qtmqrprqyd.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/wpkrnfycyr.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/ohzlpnyrpp.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/fnffkeomht.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/hzkaomeimm.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/owxpzanmht.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample/tapvaidyxs.jpeg')...]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path = untar_data(\"kaggle_competitions::ultra-mnist\"); path\n",
    "(path/\"sample\").ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "38c49d6f-2053-4f5a-a0db-09a3505d652a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image((path/\"sample\").ls()[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "993a7349-9859-492d-b964-ef082725235e",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_loc = (path/\"sample\").ls()[0]\n",
    "img = cv2.imread(str(img_loc.resolve()), cv2.IMREAD_GRAYSCALE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "971eba54-6084-4b01-a26f-5d4f1d26bd84",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf9480874be0>"
      ]
     },
     "execution_count": null,
     "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(cv2.adaptiveThreshold(img,255,cv2.ADAPTIVE_THRESH_GAUSSIAN_C, cv2.THRESH_BINARY,11,2), cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "56f05934-9fdf-4ebf-9184-900e20a7e8ab",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Heelo\n"
     ]
    }
   ],
   "source": [
    "plt.imshow(skimage.measure.label(img_thresh(img), background=0),cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1587da2f-f608-4f5e-80c7-144dcc3de002",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf9480e99fd0>"
      ]
     },
     "execution_count": null,
     "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": [
    "img_loc = (path/\"sample\").ls()[0]\n",
    "img = cv2.imread(str(img_loc.resolve()), cv2.IMREAD_GRAYSCALE)\n",
    "blur = cv2.GaussianBlur(img,(5,5),0)\n",
    "ret3,th3 = cv2.threshold(blur,0,255,cv2.THRESH_BINARY+cv2.THRESH_OTSU)\n",
    "plt.imshow(th3, cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e1f3e279-3a4a-4fde-80ae-1a2fc91539bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "def image_cleaner(img, threshold=0.5):\n",
    "    img = img/255\n",
    "    for i,j in itertools.product(range(4), range(4)):\n",
    "        x1 = 1000*i\n",
    "        x2 = 1000*(i+1)\n",
    "        y1 = 1000*j\n",
    "        y2 = 1000*(j+1)\n",
    "        if np.mean(img[x1:x2, y1:y2]) > threshold:\n",
    "            img[x1:x2, y1:y2] = np.abs(img[x1:x2, y1:y2] -1)\n",
    "    return img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fc7489e1-a072-4843-946d-7844ac2a4dd6",
   "metadata": {},
   "outputs": [],
   "source": [
    "def image_cleaner2(img, threshold=0.5):\n",
    "    img = img/255\n",
    "    for i,j in itertools.product(range(4), range(4)):\n",
    "        x1 = 1000*i\n",
    "        x2 = 1000*(i+1)\n",
    "        y1 = 1000*j\n",
    "        y2 = 1000*(j+1)\n",
    "        max_xy = 4000\n",
    "        border = img[x1:x2,min(y1,max_xy -1)].sum() + img[x1:x2, y2-1].sum() + img[min(x1, max_xy-1), y1:y2].sum() + img[x2-1, y1:y2].sum()\n",
    "        if border >=2000: img[x1:x2, y1:y2] = np.abs(img[x1:x2, y1:y2] -1)\n",
    "    return img\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "189f4049-f6a5-4e4d-89db-fbdd6f42b86f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "28af7a0912ef4542b699db607c359cf8",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(IntSlider(value=280, description='idx', max=560), Output()), _dom_classes=('widget-inter…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "images = (path/\"sample\").ls()\n",
    "df_train = pd.read_csv(path/\"sample.csv\")\n",
    "@interact(idx=(0, len(images)))\n",
    "def display_img(idx):\n",
    "    img_loc = images[idx]\n",
    "    img_name = os.path.splitext(img_loc.name)[0]\n",
    "    print(df_train[df_train['id'] == img_name]['digit_sum'].values)\n",
    "    \n",
    "    img1 = cv2.imread(str(img_loc.resolve()), cv2.IMREAD_GRAYSCALE)\n",
    "    img2 = img1/255\n",
    "    Hori = np.concatenate((img1/255, img2), axis=1)\n",
    "    plt.imshow(Hori, cmap='gray')\n",
    "    # return cv2.imread(img_loc)\n",
    "    \n",
    "    # return display(Image(img_loc, width=200, height=200), Image(img_loc, width=200, height=200))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "edeeb80f-6c86-49d7-8028-b43e5a4f0f44",
   "metadata": {},
   "source": [
    "## Cleaning Background"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "60dd99b4-f2cc-4563-9abd-605e203b5892",
   "metadata": {},
   "outputs": [],
   "source": [
    "pb_train = (path/\"sample_black\")\n",
    "pb_test = (path/\"sample_black\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "79966670-f549-4bd0-bdc4-557bf6c9e254",
   "metadata": {},
   "outputs": [],
   "source": [
    "pb_train.mkdir(exist_ok=True)\n",
    "pb_test.mkdir(exist_ok=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "99444ef6-9f4c-4fd1-b433-8b481454b4ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "pb_train = (path/\"sample_black\")\n",
    "pb_test = (path/\"sample_black\")\n",
    "pb_train.mkdir(exist_ok=True)\n",
    "pb_test.mkdir(exist_ok=True)\n",
    "def create_clean_ds2(folder=\"train\"):\n",
    "    pb_folder = path/f\"{folder}_black\"\n",
    "    def convert_image(img):\n",
    "        if not (pb_folder/img.name).exists():\n",
    "            data = image_cleaner2(cv2.imread(str(img.resolve()), cv2.IMREAD_GRAYSCALE))\n",
    "            data = cv2.normalize(data, None, alpha = 0, beta = 255, norm_type = cv2.NORM_MINMAX, dtype = cv2.CV_32F).astype(np.uint8)\n",
    "            cv2.imwrite(str(pb_folder/img.name), data)\n",
    "        return True\n",
    "    res = db.from_sequence((path/folder).ls()).map(convert_image)\n",
    "    with ProgressBar():\n",
    "        res.compute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c3012b82-b093-4690-a925-1eb1d46b892f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[########################################] | 100% Completed |  1min 19.1s\n"
     ]
    }
   ],
   "source": [
    "# create_clean_ds2(folder=\"sample\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9544464f-4e89-42ab-b5a3-a6fa6309dfbf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#560) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/ozzioujjff.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/acworymlmx.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/nfvxbldmyo.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/pmnkjbsjqh.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/ssjpzbxbga.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/mcaakomsax.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/zxjkvwzvmd.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/ehvjfkpjjw.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/lyavphllie.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black/mmyqlgtbrp.jpeg')...]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(path/\"sample_black\").ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ce2e2ff2-8368-4e02-8bbb-7cc21c43b308",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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      "text/plain": [
       "array([[0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       ...,\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0]], dtype=uint8)"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = cv2.imread(str(img_loc), 0)\n",
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9f23d97f-f7b2-4ece-bfb0-55a274403092",
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.concat([pd.read_csv(path/\"train_sample.csv\"), pd.read_csv(path/\"valid_sample.csv\")]).to_csv(path/\"sample.csv\", index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cd84f35c-70ae-4e75-9624-ce740028e88e",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv(path/\"sample.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "96201b9c-0592-4453-b152-012c54e00502",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0     20\n",
       "1     20\n",
       "2     20\n",
       "3     20\n",
       "4     20\n",
       "5     20\n",
       "6     20\n",
       "7     20\n",
       "8     20\n",
       "9     20\n",
       "10    20\n",
       "11    20\n",
       "12    20\n",
       "13    20\n",
       "14    20\n",
       "15    20\n",
       "16    20\n",
       "17    20\n",
       "18    20\n",
       "19    20\n",
       "20    20\n",
       "21    20\n",
       "22    20\n",
       "23    20\n",
       "24    20\n",
       "25    20\n",
       "26    20\n",
       "27    20\n",
       "Name: digit_sum, dtype: int64"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_csv(path/\"sample.csv\")['digit_sum'].value_counts().sort_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a005c0af-1cc6-4f04-9573-c0a7e29e4bc6",
   "metadata": {},
   "outputs": [],
   "source": [
    "df= pd.read_csv(path/\"sample.csv\")\n",
    "# df[df['id'] == \"jcjbrllwhj\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9b660e3b-4a84-448d-89ce-03d85c6a7959",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "12"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['id'] == img_loc.name.split(sep=\".\")[0]]['digit_sum'].values[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "98db5550-fc60-446e-aa8c-f7470f756c32",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'ozzioujjff'"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_loc.name.split(sep=\".\")[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c5c695ee-3d10-4e5b-988c-a4f9b1b2fa19",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf3edfdfbd30>"
      ]
     },
     "execution_count": null,
     "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": [
    "blurred = cv2.GaussianBlur(img, (11,11),0) \n",
    "plt.imshow(blurred, cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "661e5de9-86a9-463f-99e9-d7df5c1f8435",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf3edfd66820>"
      ]
     },
     "execution_count": null,
     "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": [
    "thresh = cv2.threshold(blurred, 10, 255, cv2.THRESH_BINARY)[1]\n",
    "plt.imshow(thresh, cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f16f246c-0793-4806-a523-f6ae26076843",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf3edfcde3a0>"
      ]
     },
     "execution_count": null,
     "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": [
    "def img_thresh(input_img):\n",
    "    blurred = cv2.GaussianBlur(input_img, (11,11),0)\n",
    "    thresh = cv2.threshold(blurred, 10, 255, cv2.THRESH_BINARY)[1]\n",
    "    return thresh\n",
    "\n",
    "plt.imshow(img_thresh(img), cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7992a7a0-ae39-4764-9d7e-40716df31147",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b3769996896a45ab940d39193e270e2d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(IntSlider(value=280, description='idx', max=560), Output()), _dom_classes=('widget-inter…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "images = (path/\"sample\").ls()\n",
    "images.sort()\n",
    "images2 = (path/\"sample_black\").ls()\n",
    "images2.sort()\n",
    "df_train = pd.read_csv(path/\"sample.csv\")\n",
    "@interact(idx=(0, len(images)))\n",
    "def display_img(idx):\n",
    "    img_loc  = images[idx]\n",
    "    img_loc2 = images2[idx]\n",
    "    img_name = os.path.splitext(img_loc.name)[0]\n",
    "    print(df_train[df_train['id'] == img_name]['digit_sum'].values)\n",
    "    \n",
    "    img1 = cv2.imread(str(img_loc.resolve()), cv2.IMREAD_GRAYSCALE)\n",
    "    img2 = cv2.imread(str(img_loc2.resolve()), cv2.IMREAD_GRAYSCALE)\n",
    "    img3 = img_thresh(img2)\n",
    "    img4 = img_thresh(img1)\n",
    "    Hori = np.concatenate((img1, img2, img3, img4), axis=1)\n",
    "    plt.imshow(Hori, cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1e0ae178-6ef7-4d96-9799-79aab9b695ce",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[0;31mSignature:\u001b[0m\n",
       "\u001b[0mskimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmeasure\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mlabel_image\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mbackground\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mreturn_num\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mconnectivity\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\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;31mDocstring:\u001b[0m\n",
       "Label connected regions of an integer array.\n",
       "\n",
       "Two pixels are connected when they are neighbors and have the same value.\n",
       "In 2D, they can be neighbors either in a 1- or 2-connected sense.\n",
       "The value refers to the maximum number of orthogonal hops to consider a\n",
       "pixel/voxel a neighbor::\n",
       "\n",
       "  1-connectivity     2-connectivity     diagonal connection close-up\n",
       "\n",
       "       [ ]           [ ]  [ ]  [ ]             [ ]\n",
       "        |               \\  |  /                 |  <- hop 2\n",
       "  [ ]--[x]--[ ]      [ ]--[x]--[ ]        [x]--[ ]\n",
       "        |               /  |  \\             hop 1\n",
       "       [ ]           [ ]  [ ]  [ ]\n",
       "\n",
       "Parameters\n",
       "----------\n",
       "label_image : ndarray of dtype int\n",
       "    Image to label.\n",
       "background : int, optional\n",
       "    Consider all pixels with this value as background pixels, and label\n",
       "    them as 0. By default, 0-valued pixels are considered as background\n",
       "    pixels.\n",
       "return_num : bool, optional\n",
       "    Whether to return the number of assigned labels.\n",
       "connectivity : int, optional\n",
       "    Maximum number of orthogonal hops to consider a pixel/voxel\n",
       "    as a neighbor.\n",
       "    Accepted values are ranging from  1 to input.ndim. If ``None``, a full\n",
       "    connectivity of ``input.ndim`` is used.\n",
       "\n",
       "Returns\n",
       "-------\n",
       "labels : ndarray of dtype int\n",
       "    Labeled array, where all connected regions are assigned the\n",
       "    same integer value.\n",
       "num : int, optional\n",
       "    Number of labels, which equals the maximum label index and is only\n",
       "    returned if return_num is `True`.\n",
       "\n",
       "See Also\n",
       "--------\n",
       "regionprops\n",
       "regionprops_table\n",
       "\n",
       "References\n",
       "----------\n",
       ".. [1] Christophe Fiorio and Jens Gustedt, \"Two linear time Union-Find\n",
       "       strategies for image processing\", Theoretical Computer Science\n",
       "       154 (1996), pp. 165-181.\n",
       ".. [2] Kensheng Wu, Ekow Otoo and Arie Shoshani, \"Optimizing connected\n",
       "       component labeling algorithms\", Paper LBNL-56864, 2005,\n",
       "       Lawrence Berkeley National Laboratory (University of California),\n",
       "       http://repositories.cdlib.org/lbnl/LBNL-56864\n",
       "\n",
       "Examples\n",
       "--------\n",
       ">>> import numpy as np\n",
       ">>> x = np.eye(3).astype(int)\n",
       ">>> print(x)\n",
       "[[1 0 0]\n",
       " [0 1 0]\n",
       " [0 0 1]]\n",
       ">>> print(label(x, connectivity=1))\n",
       "[[1 0 0]\n",
       " [0 2 0]\n",
       " [0 0 3]]\n",
       ">>> print(label(x, connectivity=2))\n",
       "[[1 0 0]\n",
       " [0 1 0]\n",
       " [0 0 1]]\n",
       ">>> print(label(x, background=-1))\n",
       "[[1 2 2]\n",
       " [2 1 2]\n",
       " [2 2 1]]\n",
       ">>> x = np.array([[1, 0, 0],\n",
       "...               [1, 1, 5],\n",
       "...               [0, 0, 0]])\n",
       ">>> print(label(x))\n",
       "[[1 0 0]\n",
       " [1 1 2]\n",
       " [0 0 0]]\n",
       "\u001b[0;31mFile:\u001b[0m      /opt/anaconda/envs/aiking/lib/python3.9/site-packages/skimage/measure/_label.py\n",
       "\u001b[0;31mType:\u001b[0m      function\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "skimage.measure.label?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "558e588b-ee56-4e12-ac22-3e58c0dc2f00",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf3ede7c24f0>"
      ]
     },
     "execution_count": null,
     "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(skimage.measure.label(img_thresh(img), background=0),cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3bdbc40a-d564-426f-92fc-a4d35109c7c1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf3edec5b400>"
      ]
     },
     "execution_count": null,
     "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[ 2075:2500, 600:1300])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fe92252e-2c22-45bf-ae30-14d0922060c0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 1])"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.unique(skimage.measure.label(img_thresh(img[ 2075:2500, 600:1300])).flatten())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "63351d45-85c4-4d78-9b09-7253d1a9d67d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([0, 1, 2, 3, 4, 5, 6, 7, 8]),\n",
       " array([       0,  1743489,  2894014,  5133973,  8256805,  8883269,\n",
       "         8891560, 10280735, 14241163]))"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.unique(skimage.measure.label(img_thresh(img), background=0).flatten(), return_index=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bbdd637a-5fbf-4746-bd6b-4e860a52d9df",
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = skimage.measure.label(img_thresh(img), background=0)\n",
    "mask = np.zeros(img.shape, dtype='uint8')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f33775f3-f882-43c6-9870-188a48cee131",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "cde177a497e8432c91aaf4dc653646b0",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(IntSlider(value=1, description='x', max=8, min=1), Output()), _dom_classes=('widget-inte…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "@interact(x = (1,8))\n",
    "def plt_ln(x=1):\n",
    "    lbl_mask = np.zeros(img.shape, dtype=\"uint8\")\n",
    "    lbl_mask[labels == x] = 255\n",
    "    plt.imshow(lbl_mask)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4530ba1b-01f6-4da9-b9a4-721833421144",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf3ebc5967c0>"
      ]
     },
     "execution_count": null,
     "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": [
    "def mask_img(img, pxl_thresh=100):\n",
    "    labels = skimage.measure.label(img, background=0)\n",
    "    mask = np.zeros(img.shape, dtype='uint8')\n",
    "    for lbl in np.unique(labels):\n",
    "        if lbl==0: continue\n",
    "        lbl_mask = np.zeros(img.shape, dtype='uint8')\n",
    "        lbl_mask[labels==lbl] = 255\n",
    "        if cv2.countNonZero(lbl_mask) > pxl_thresh: mask = cv2.add(mask, lbl_mask)\n",
    "    return mask\n",
    "\n",
    "plt.imshow(mask_img(img_thresh(img)), cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0cbe9cc0-ad7b-4cfc-9c73-00d3c4921d94",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  0, 255], dtype=uint8)"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.unique(mask_img(img_thresh(img)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a1f884a-da84-41ba-b0cc-873e779128c8",
   "metadata": {},
   "source": [
    "## Find contours and draw boxes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "63da9fcb-c6a2-48bf-97e3-96dca7b4979b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  0,   1,   2,   3,   4,   5,   6,   7,   8,   9, 246, 247, 248,\n",
       "       249, 250, 251, 252, 253, 254, 255], dtype=uint8)"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQgAAAD8CAYAAACLgjpEAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8/fFQqAAAACXBIWXMAAAsTAAALEwEAmpwYAAAcvUlEQVR4nO3de5BU1dnv8e8zN8ADOtxEApQKISFieQhgJNHEC8rFpELeiq+i5pUoZdAjpVbFipq3csjlmNLkjcZUqcibYOBUEpITEp3yEjIoiUZLbhEJCISReC0uAoozXKe7n/NHr2kbmD3TPX3ZzczvU7Vq9l579d5rKfPM3mvv3o+5OyIi7amKuwMiUrkUIEQkkgKEiERSgBCRSAoQIhJJAUJEIpU9QJjZNDPbYmZNZnZXuY8vIrmzcj4HYWbVwD+By4B3gNXA1e7+Wtk6ISI5K/cZxGeAJnff5u5HgCXAjDL3QURyVFPm4w0D3s5afwc4L7uBmX0D+EZYnVCmfon0ZLvdfXB7G8odIDrl7guABQBmpufARUrvzagN5b7EeBcYkbU+PNSJSAUqd4BYDYw2szPNrA6YCTSUuQ8ikqOyXmK4e8LM5gLLgGpgobtvLGcfRCR3Zb3NmS/NQYiUxVp3n9jeBj1JKSKRFCBEJJIChIhEUoAQkUgKECISSQFCRCIpQIhIJAUIEYmkACEikRQgRCSSAoSIRFKAEJFIChAiEkkBQkQiKUCISCQFCBGJpAAhIpEUIEQqTJ8+feLuQkZBAcLM3jCzf5jZOjNbE+oGmFmjmW0NP/uHejOzn4WUe+vNbHwxBiDS3XSbABFc7O7jst5pdxfwrLuPBp4N6wDTgdGhfAN4pAjHFul29u7dG3cXMkpxiTEDWBSWFwFfyapf7GkvA/VmNrQExxeRIik0QDjwZzNbG1LmAQxx9+1heQcwJCy3l3ZvWIHHF5ESKjQvxgXu/q6ZnQo0mtnm7I3u7vm+uv6Y3JwiEqOCziDc/d3wcxfwR9LZu3e2XTqEn7tC85zS7rn7AnefGPWefhEpny4HCDP7H2bWr20ZmAJsIJ1Kb1ZoNgt4Iiw3ANeFuxmTgH1ZlyIiUoEKucQYAvzRzNr282t3/5OZrQZ+Z2azSWcNvjK0fxq4HGgCDgDXF3BsESkDpd4TEaXeE5H8KUCISCQFCBGJpAAhIpEUIEQkkgKEiEQq9FFrkaMMGjSIa665pij7eu6559iwYUNR9iVdowAhRXXGGWfw4IMPFmVfN910kwJEzBQgpCCjRo06an3YsOJ9QXfw4MHH7X/btm1U8sN93Y2epJSC7Nu3j/C4PQBmRt++fYuy70OHDtHa2npU3WmnncaBAweKsn/JiHySUmcQUpB+/fodFSCKqXfv3vTu3fuoupqaGqqqqnB3nUmUge5iyAnl8ccfZ9myZVxxxRVxd6VH0BmEnFAuvvhiAJYtWxZzT3oGBQgpyIIFCwD44he/yPDhw8t23EmTJjFnzhwOHjzI4sWLy3bcnkaTlFIUjY2NXHrppWU/7u7duxk8eHDZj9vNaJJSSmvXrl289dZbRd3ngAEDOr0jYmbU1KT/GScSiaIeX3QGIUXSt2/fzC9qsTzwwAN8/etf77BNS0sLH/vYx0gkEhw6dEh3NrpGZxBSWi0tLUXfZ/YvfEe3Ug8fPkwikVBwKAGdQUjFOvvssxkxYgSDBw9m0aJF7bZJJpM0NjaSSqWYOXMmzc3NZe5ltxB5BpF54CSqAAtJv7p+Q1bdAKAR2Bp+9g/1BvyM9Itp1wPjsz4zK7TfCszq7LjhM66iMmzYMM9FfX197H09QcuaqN/BXB6U+iUw7Zi6vPJvmtkAYB5wHuncGfPakvqKdGb//v0sWrSIRYsWaSKy3HL8S34GR59BbAGGhuWhwJaw/Chw9bHtgKuBR7Pqj2qnMwiVXEtzc7POIIpfIs8gujpJmW/+zZzzcir1nhyrqqqK0047LbMs5VPwXQz3/PNvdrK/BcAC0CSlpJ166qmsX78egJNOOinm3vQsXQ3H+ebfzCkvp8ix2h6EGjhwIAMHDoy7Oz1OV88g2vJv3svx+TfnmtkS0hOS+9x9u5ktA36YNTE5Bbi7692WnmDOnDlMmTKFPn36xN2VniuHicLfANuBVtJzB7OBgaTvXmwFlgMDsm5zPgS8DvwDmJi1nxtI3/5sAq7XbU6Vzsr8+fNzur2pScqCS9cnKd396ohNk9tp68AtEftZSPqZCpGiOXz4MI8//jgAR44cibcz3ZAetZYTWnNzMzNnzoy7G92WAoRUnFNPPRWgw7mHlpYWDhw4wJ49e8rVrR5JAUIqzurVq+nVqxcnn3xyZJv777+fhx9+mFQqVcae9TwKEFJxhgwZQq9evTps09zczM6dO8vUo55LAUIqwqmnnspPf/pTAGpra+PtjGQoQEhF6Nu3L1dfHXXDTOKiACGxmjBhAiNGjMh810IqiwKExOr222/n2muvjbsbEkEBQorCzHB3qqurOeWUU3L+XO/evfPKzHXgwAHM7LiUfFIaChBSFG0BYuzYsTz11FM5fy7fL2BdeOGFHDlypMNboFI8ChBSFG3PI9TV1ZU0gc6mTZvYv38/5513XsmOIR9RgJCiuOOOOxg7diyDBg0q6XHmz59PIpFg0KBB7N69u902TzzxROb7GVIYBQgpiqlTp5Yls9bXvva1Ttu89dZbChBFogAh3cby5ctpbW1l69atcXel21CAkG7jqquu4oMPPlACnSJSgJCK5+58+OGHnbZLJpP68laRKUBIxdu1a1dOdy2UVav4FCCk4rW2tvLmm2/G3Y0eqdMAYWYLgS8Bu9z97FD3XeBG4L3Q7Nvu/nTYdjfp91YmgVvdfVmonwY8CFQDP3f3e4s7FDkRPfbYY6xatarDNvv37y9Tb+Q4Obw49gvAeI7OrPVd4I522p4FvAr0As4k/fLa6lBeB0YCdaHNWXppbfcpjY2Neb1gts21114be99VCntp7fNmdkZn7YIZwBJ3Pwz8y8yaSOfiBGhy920A4bX4M4DXctyvdDMrVqzA3dmxY0fcXZEOFDIHMdfMrgPWAN909/dJp9N7OatNdoq9Y1PvtTvrpNR7PcP06dNJJBK661DhuppZ6xFgFDCOdM6MnxSrQ+6+wN0nuvvEYu1TKkMymaSlpYWWlhaSySTJZFLPLFS4Lp1BuHvmZYBm9t/Ak2G1oxR7Sr3XQ7k7ZsYrr7ySeWtUIpGIuVeSiy4FCDMb6h9l9/43YENYbgB+bWb3Ax8DRgOrSGfcGm1mZ5IODDOBawrpuJw42t73cPDgQZqammLujeQjl9ucvwEuAgaZ2TvAPOAiMxtHegb0DWAOgLtvNLPfkZ58TAC3uHsy7GcusIz0HY2F7r6x2IOR+Dz88MOR74FIJpNUV1fzxhtvlLdTUjCr5GtAM6vczol0H2uj5vy6OkkpIj2AAoSIRFKAEJFIChAiEkkBQkQiKUCISCQFCBGJpAAhIpEUIEQkkgKEiERSgBCRSAoQIhJJAUJEIilAiEgkBQgRiaQAISKRFCBEJJIChIhE6jRAmNkIM1thZq+Z2UYzuy3UDzCzRjPbGn72D/VmZj8zsyYzW29m47P2NSu032pms0o3LBEpihzS3w0FxoflfsA/SafY+xFwV6i/C7gvLF8OPEP6TdaTgJWhfgCwLfzsH5b7K/WeikrsJTL1XqdnEO6+3d3/HpabgU2ks2XNABaFZouAr4TlGcDikHrxZaDezIYCU4FGd98bsnA1AtM6O76IxCevvBghR+engZXAkKzcGDuAIWF5GMen2RvWQf2xx1DqPZEKkfMkpZn1BZYCt7v7h9nbPH094MXokFLviVSOnAKEmdWSDg6/cvc/hOqd4dKB8HNXqI9Kv9dRWj4RqUC5ZNYy4BfAJne/P2tTAzALuDf8fCKrfq6ZLSGdwXufu283s2XAD9vudgBTgLuLM4z4VVdXc+WVV2bWU6kUVVW530XeuHEj69evL0XXRLouh7sYF5C+fFgPrAvlcmAg8CywFVgODAjtDXgIeB34BzAxa183AE2hXJ/DseOe3c259O3b17OlUinPx0MPPRT7GFR6bIm8i9HpGYS7/430L317JrfT3oFbIva1EFjY2TFPBGbGDTfckFnv3bv3UdtTqRTV1dWZdQ8ZrqOMGTOG2bNnZ9ZXrlzJhg0bItuLlEVnf8XjLMQfWSNLTU1NXmcI+frWt74V+xhVekzp+hmEfOSWW27JnAXkM7+Qj0QiQU1NDRMmTGDu3LmsWLGCjRuVCF3ioezeeUilUh1eJpTCnDlzWLBgQVmPKT1OZHZvnUHk4I477qCqqiqv4LBnzx5+8YtfRG4fNWoUX/3qVzvdz9SpU6mvr6ehoYHNmzfnfHyRoohjbiHXQvzXZg54IpHIew7htdde63Cf06dPz2t/V111Vez/HVS6bdEcRKkkEgnuueeetoCWOcvYuXNnh5/bunUr3/ve9zLrEyZM4Etf+lJk+yuuuIIxY8bwq1/9iqampiL0XMqlV69eeV+aHjp0qES9yY/mIHKQSCSOumWZ7dChQ/Tp06fgY9x000088sgjnbabPn06f/rTnwo+npTPs88+y8CBA/P6zLnnnktra2uJenQczUEUWyqV4u677y7a/8SXX36ZO++8M7M+ffp0LrroouPazZ49m4svvphHHnmEN954oyjHltIaO3YsQ4YM6bxhlor5w13ueYV8CvFfmzm0PwfR2tpa0mPed999Hc5JnH/++bH/d1HJrezYsSPHmaaP1NTUlLOPmoMoFnfntttuI5VKlfQ4TzzxBO+88w5XXnklF1xwQUmPJYUbOHAgP/nJT9rddsopp+S9v8cee4xkMnlc/R/+8AcaGhry3l+XxX2W0FGhAqI/HH0GkUwmy3rsRx99VGcQJ0A5/fTT8z5L6IrvfOc7pei/ziC6Yv78+dTU1JTsqclcLF68mFWrVjFnzhzOPffc2PohPZMCRAeuv/566urqYu3Diy++yIsvvshll12mAFFhxo4dyxe+8AWAvO9SnCgUIPJwzTXXxN0FqSCf//znefjhh+PuRkkpQORhyZIlsdx+MrOyfwdEBBQgKt7NN9/MlClTmDhRr+gsFzPjvPPO67TdyJEjc9rf2rVr231epr6+njFjxuTVtxEjRjBp0iQAWlpaSv/OkKjZy0ooxDwzffDgQU8mk5kZ5Orqaq+qqiprH469i5FKpTyZTPrnPve52Gfuu2upq6vzI0eOdFpy/Y7O8OHDvba29rjy5S9/OafPZ0smk5njr1mzplhj1l2MrpgxYwZVVVU89dRTVFVV8eSTT+LuXH755bH1ad68eaxevZpNmzbF1oeeoLa2tmj7am1tbfcMoitP4VZVVWXuqtXUlP7XN5eX1o4AFpPOe+HAAnd/0My+C9wIvBeaftvdnw6fuRuYDSSBW919WaifBjwIVAM/d/d7izuc4vrzn/8MkJl3mDZtGqlUipqaGty93QdZiqXt6+XHzj2sXr1a38UogZqaGurr64H0l6sKtXv37sxy1EN1ra2tmXZmVpF3QnIJQQngm+7+dzPrB6w1s8aw7QF3/6/sxmZ2FjATGAt8DFhuZp8Imx8CLiOdNGe1mTW4+2vFGEi5VFVVsXz5chKJBJdeemnJjnPjjTdy9dVX84lPfKLzxlKwsWPH8swzzwAUPCHs7pxzzjmZ9T179rTb7oUXXsi069evH1u2bCnouKWQy0trtwPbw3KzmbWl3osyA1ji7oeBf5lZE/CZsK3J3bcBhNfizwAqPkC0traSSqUyp50XXnghiUTiuNPQYn77buTIkVx44YWZ9WQySSqViuUuSk9QW1vL0KFDi7a/7du3d9rm8OHDmXb79+8v2rGLqZDUe+eTzn9xHbCG9FnG+6SDx8tZH8tOsXds6r3jpoorMfXeRRddhJnx0ksvZf66VFdX88ILL2TaHDhwgEsuuaRkfZg3bx7Lly+vyL8yJ6rst4RFfZ0/H22XnF39nk72JWsx+lMMOQeIY1PvmdkjwA9Iz0v8APgJ6bwXBXH3BcCCcMyK+HO5cuVKIP3uh+zHrseNG5dZbm5uLsqxqqurqampyfwDSSQSJJNJtmzZkumHFMeNN96YefitX79+Be1r586dRyVOytf+/fuP+gPz3HPPVUSQyClAtJd6z913Zm3/b+DJsNpRir0TOvXeZz/72XavT4s5YXnddddx6623Zk537733XpYuXap3P5TAyJEjM49KF+rQoUM8//zzXf58Mpk86vOVcinZ5dR7ZjbUP8ru/W9A2xMbDcCvzex+0pOUo4FVpJPvjDazM0kHhpnACfXs8quvvlryY9TX12cmJg8cOMC2bdtYt25dyY8r0p5cziDOB/4D+IeZrQt13wauNrNxpC8x3gDmALj7RjP7HenJxwRwi7snAcxsLrCM9G3Ohe6uhA/HWLhwYWY2HXKb7BIplUJS7z3dwWfuAe5pp/7pjj4nsG/fPvbt2xd3N0QAiO9FByJS8fSotUgeVqxYwXvvvXdc/a5du2LoTekpQIjk4fvf/z5/+ctf4u5G2egSQyQPlXL7sVx0BiE9yqhRozKPyFfil6PabN68OfOg1KhRo2J79aEChPQoS5cuZfTo0QCxv2+0I9kvrFmzZg2f+tSnYumHAoT0KL179+akk06KuxudOnDgQGa5lK8V6IwChEgnWlpaMstx/rLGQQFCpBPnn39+5i/6u++eUF8fKpgChEgnmpqajjrl70l0m1NEIilAiEgkBQgRiaQAISKRNEkpcoxkMsmPfvSjzHoxX0acqzvvvDPzesPBgweX/fhtrJKfLa+Ud1JK97F582Y++clPdtjmyJEjRcmNUYjW1tZOE+O8+uqrR70XtQBr3b3d3I66xBCRSAoQIhKp0wBhZr3NbJWZvWpmG83se6H+TDNbaWZNZvZbM6sL9b3CelPYfkbWvu4O9VvMbGrJRiUiRZHLGcRh4BJ3/5/AOGCamU0C7iOdeu/jwPukc3ESfr4f6h8I7Y5NyTcNeNjM4n/xv4hE6jRAhKzjbd9WqQ3FgUuA34f6RcBXwvKMsE7YPjm8Oj+Tks/d/wVkp+QTkRx8+OGHvP3227z99tvs2LGj5MfLNXFONbAW+DjpBLyvAx+4eyI0yU6vN4yQYs/dE2a2DxhIxyn5so9Vcan3RCrFQw89xI9//GOgPN8szSlAhLwW48ysHvgjMKZUHarE1HsileLgwYO8//77ZTteXncx3P0DYAXwWaDezNoCTHYavUzqvbD9FGAPHafkE+nx6urqMqVS5HIXY3A4c8DM+gCXAZtIB4orQrNZwBNhuSGsE7Y/5+mnsRqAmeEux5l8lJJPpMfr27cvL730UqZUQuJeyO0SYyiwKMxDVAG/c/cnzew1YImZ/R/gFdL5Owk//6+ZNQF7Sd+56DAln0hPV1VVxYQJE+LuxnFySb23Hvh0O/XbaOcuhLsfAv49Yl/tpuQT6enayxpfCfRlLZGYnH322dx+++1Ax2/YnjdvXuZVd2vXri1H1zIUIERiMmLECGbPnt1pu6VLl7Jx48Yy9Oh4+i6GiETSGYRIGY0aNYrJkycDMHLkyMh2P//5z0mlUgBlfe7hWAoQImU0fvx4Hn30UQB27twZ2e7mm28mkUhEbi8XXWKIlFGl3q2IojMI6VE2bNhAc3MzAMOHD+e00047ro2ZMXFiuy9YYsuWLZnPdyTq86NGjcpk6qrkt7m10SvnpEepra3N/BX/4Q9/yDe/+c122x05cqTd+smTJ/O3v/2tw2OYGYcOHWp3W1VVVeZdk23rUf0s4yVG5CvndAYhPUr2C2g7+jZk1HMJuT4CXUnfpyiEAoRIHk4++WQGDBjQYZuos4KOuHvmbkUlndUrQIjkYeHChZGXD4VoaWnhnHPOyaxXwh0MUIAQycugQYNKsl93r8jM4QoQ0mOlUqnIeYhCv26d79ueyvF2qK7QXQzpsT7+8Y9z+umnH1dfW1vLM8880+X9ujuXXXZZXp9JJBL89a9/7fIxCxR5F0MBQuQYdXV1HD58uMufd/cuTVTGSJm1RCR/moMQOUYymeSuu+7q8ufdHTOrqNuVXaVLDBHp+iVGB6n3fmlm/zKzdaGMC/VmZj8LKfbWm9n4rH3NMrOtocyKOKSIVAp377AABvQNy7XASmAS8EvginbaXw48Ez43CVgZ6gcA28LP/mG5fyfHdhUVlZKXNVG/g4Wk3osyA1gcPvcy6fwZQ4GpQKO773X394FG0jk6RaRC5XQXw8yqzWwdsIv0L/nKsOmecBnxgJn1CnWZ1HtBW4q9qHoRqVA5BQh3T7r7ONLZsD5jZmcDd5NOwXcu6cuGO4vRITP7hpmtMbM1xdifiHRdV1PvTXP37eEy4jDwGB/lyIhKsZdT6j13X+DuE6NmVUWkfLqaem9zmFfA0m/f+AqwIXykAbgu3M2YBOxz9+3AMmCKmfU3s/7AlFAn7aiurq6Y9GvScxWSeu85MxtM+m7FOuCm0P5p0ncymoADwPUA7r7XzH4ArA7tvu/ue4s2km5m8uTJXHLJJQU9sCNSKD0oVaHMjPfee69kXy8WyaLvYpwoqqqqGDduHHPnzuXkk0+uyISu0nPouxgV5o477mDevHm8+eab3HDDDezfvz/uLkkPpgBRYfbu3cvcuXNpaGhgz549cXdHejjNQYiI5iBEJH8KECISSQFCRCIpQIhIJAUIEYmkACEikRQgRCSSAoSIRFKAEJFIChAiEkkBQkQiKUCISCQFCBGJpAAhIpEUIEQkkgKEiERSgBCRSAoQIhKp0t9J2QJsibsTJTII2B13J0qgu44Luu/YTo/aUOkBYkt3TcFnZmu649i667ige48tii4xRCSSAoSIRKr0ALEg7g6UUHcdW3cdF3TvsbWrovNiiEi8Kv0MQkRipAAhIpEqNkCY2TQz22JmTWZ2V9z96YyZLTSzXWa2IatugJk1mtnW8LN/qDcz+1kY23ozG5/1mVmh/VYzmxXHWLKZ2QgzW2Fmr5nZRjO7LdR3h7H1NrNVZvZqGNv3Qv2ZZrYyjOG3ZlYX6nuF9aaw/Yysfd0d6reY2dSYhlR87l5xBagGXgdGAnXAq8BZcferkz5/ARgPbMiq+xFwV1i+C7gvLF8OPAMYMAlYGeoHANvCz/5huX/M4xoKjA/L/YB/Amd1k7EZ0Dcs1wIrQ59/B8wM9fOBm8Py/wLmh+WZwG/D8lnh32gv4Mzwb7c67n+TxSiVegbxGaDJ3be5+xFgCTAj5j51yN2fB/YeUz0DWBSWFwFfyapf7GkvA/VmNhSYCjS6+153fx9oBKaVvPMdcPft7v73sNwMbAKG0T3G5u7eElZrQ3HgEuD3of7YsbWN+ffAZDOzUL/E3Q+7+7+AJtL/hk94lRoghgFvZ62/E+pONEPcfXtY3gEMCctR46vocYdT6k+T/kvbLcZmZtVmtg7YRTpovQ584O6J0CS7n5kxhO37gIFU6NiKoVIDRLfj6XPRE/aespn1BZYCt7v7h9nbTuSxuXvS3ccBw0n/1R8Tb48qS6UGiHeBEVnrw0PdiWZnOL0m/NwV6qPGV5HjNrNa0sHhV+7+h1DdLcbWxt0/AFYAnyV9WdT2PaXsfmbGELafAuyhwsdWiEoNEKuB0WE2uY70hFBDzH3qigagbbZ+FvBEVv11YcZ/ErAvnK4vA6aYWf9wV2BKqItNuMb+BbDJ3e/P2tQdxjbYzOrDch/gMtJzLCuAK0KzY8fWNuYrgOfC2VMDMDPc5TgTGA2sKssgSi3uWdKoQno2/J+krwn/M+7+5NDf3wDbgVbS16CzSV+fPgtsBZYDA0JbAx4KY/sHMDFrPzeQnuRqAq6vgHFdQPryYT2wLpTLu8nYzgFeCWPbAPzvUD+S9C94E/D/gF6hvndYbwrbR2bt6z/DmLcA0+MeW7GKHrUWkUiVeokhIhVAAUJEIilAiEgkBQgRiaQAISKRFCBEJJIChIhE+v/TVpAC40YNRAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img, cmap='gray')\n",
    "np.unique(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2db58202-fac5-4ffa-ace6-1ff71ed42ef4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[0;31mDocstring:\u001b[0m\n",
       "findContours(image, mode, method[, contours[, hierarchy[, offset]]]) -> contours, hierarchy\n",
       ".   @brief Finds contours in a binary image.\n",
       ".   \n",
       ".   The function retrieves contours from the binary image using the algorithm @cite Suzuki85 . The contours\n",
       ".   are a useful tool for shape analysis and object detection and recognition. See squares.cpp in the\n",
       ".   OpenCV sample directory.\n",
       ".   @note Since opencv 3.2 source image is not modified by this function.\n",
       ".   \n",
       ".   @param image Source, an 8-bit single-channel image. Non-zero pixels are treated as 1's. Zero\n",
       ".   pixels remain 0's, so the image is treated as binary . You can use #compare, #inRange, #threshold ,\n",
       ".   #adaptiveThreshold, #Canny, and others to create a binary image out of a grayscale or color one.\n",
       ".   If mode equals to #RETR_CCOMP or #RETR_FLOODFILL, the input can also be a 32-bit integer image of labels (CV_32SC1).\n",
       ".   @param contours Detected contours. Each contour is stored as a vector of points (e.g.\n",
       ".   std::vector<std::vector<cv::Point> >).\n",
       ".   @param hierarchy Optional output vector (e.g. std::vector<cv::Vec4i>), containing information about the image topology. It has\n",
       ".   as many elements as the number of contours. For each i-th contour contours[i], the elements\n",
       ".   hierarchy[i][0] , hierarchy[i][1] , hierarchy[i][2] , and hierarchy[i][3] are set to 0-based indices\n",
       ".   in contours of the next and previous contours at the same hierarchical level, the first child\n",
       ".   contour and the parent contour, respectively. If for the contour i there are no next, previous,\n",
       ".   parent, or nested contours, the corresponding elements of hierarchy[i] will be negative.\n",
       ".   @note In Python, hierarchy is nested inside a top level array. Use hierarchy[0][i] to access hierarchical elements of i-th contour.\n",
       ".   @param mode Contour retrieval mode, see #RetrievalModes\n",
       ".   @param method Contour approximation method, see #ContourApproximationModes\n",
       ".   @param offset Optional offset by which every contour point is shifted. This is useful if the\n",
       ".   contours are extracted from the image ROI and then they should be analyzed in the whole image\n",
       ".   context.\n",
       "\u001b[0;31mType:\u001b[0m      builtin_function_or_method\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cv2.findContours?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f2935069-6bdf-4c5e-91cd-0fb294e7b5e9",
   "metadata": {},
   "outputs": [],
   "source": [
    "def find_contours(img_in, mask, draw=True, debug=False):\n",
    "    cnts = cv2.findContours(mask, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)\n",
    "    cnts = imutils.grab_contours(cnts)\n",
    "    cnts = contours.sort_contours(cnts)[0]\n",
    "    bbox_list = []\n",
    "    if debug:print(f\"Found {len(cnts)} countours/numbers\")\n",
    "    img_rgb = cv2.cvtColor(img_in.astype('float32'), cv2.COLOR_GRAY2RGB)\n",
    "    for (i,c) in enumerate(cnts):\n",
    "        (x,y,w,h) = cv2.boundingRect(c)\n",
    "        bbox_list.append([x,y,w,h])\n",
    "        if debug: print(bbox_list)\n",
    "        if draw:\n",
    "            red = (255, 0, 0)\n",
    "            thickness = 5\n",
    "            cv2.rectangle(img_rgb, (x,y), (x+w, y+h), red, thickness)\n",
    "    return bbox_list, img_rgb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d9c6d5e4-8daf-4a11-93c2-63ad0c402206",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf3ebc24ca90>"
      ]
     },
     "execution_count": null,
     "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": [
    "img_in = img.copy()\n",
    "mask = mask_img(img_thresh(img_in))\n",
    "bbox_list, img_rgb = find_contours(img_in, mask)\n",
    "plt.imshow(img_rgb)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5696d91d-b4f7-4998-b536-2be51c94912c",
   "metadata": {},
   "source": [
    "## Crop"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dd1a0992-f135-4cb9-9439-5f96304f514e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=480x480 at 0xF3EBC03BA60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(PIL.Image.fromarray(img_rgb.astype(np.uint8)).resize((480,480)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0a014b67-0ae5-473b-8d17-f36ebffe8f7c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[586, 2064, 726, 510],\n",
       " [1121, 3560, 86, 86],\n",
       " [1924, 723, 694, 866],\n",
       " [2736, 2220, 950, 1186],\n",
       " [3486, 435, 13, 16]]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bbox_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0e6c1746-709e-4a1d-a8c5-379514853d37",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1924, 723, 694, 866)"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x, y, w, h = bbox_list[2]\n",
    "x, y, w, h"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "30b5a9ce-98d6-48dd-8f45-d8c6f216f95f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "be436583cc394cc3813586c1db012d98",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(IntSlider(value=1, description='i', max=4), Output()), _dom_classes=('widget-interact',)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "@interact(i=(0,4))\n",
    "def img_bbox(i=1):\n",
    "    offset = 5\n",
    "    y, x, h, w = bbox_list[i]\n",
    "    bbox_img = img[x+offset:x+w-offset, y+offset:y+h-offset]\n",
    "    plt.imshow(bbox_img, cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cb6cba0d-daef-4a25-a33f-f262903f1f88",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[586, 2064, 726, 510]\n",
      "510 726\n",
      "----\n",
      "726 108 0\n",
      "[1121, 3560, 86, 86]\n",
      "86 86\n",
      "----\n",
      "86 0 0\n",
      "[1924, 723, 694, 866]\n",
      "866 694\n",
      "----\n",
      "866 0 86\n",
      "[2736, 2220, 950, 1186]\n",
      "1186 950\n",
      "----\n",
      "1186 0 118\n",
      "[3486, 435, 13, 16]\n",
      "16 13\n",
      "----\n",
      "16 0 1\n"
     ]
    }
   ],
   "source": [
    "for bbox in bbox_list:\n",
    "    bbox_img = img[bbox[1]:bbox[1]+bbox[3], bbox[0]:bbox[0]+bbox[2]]\n",
    "    print(bbox)\n",
    "    h, w = bbox_img.shape\n",
    "    print(h,w)\n",
    "\n",
    "    if bbox[3] > bbox[2]:\n",
    "        scale = bbox[3]\n",
    "        offset_w = int((scale - w) / 2)\n",
    "        offset_h = 0\n",
    "    else:\n",
    "        scale = bbox[2]\n",
    "        offset_h = int((scale - h) / 2)\n",
    "        offset_w = 0\n",
    "    print(\"----\")\n",
    "    print(scale, offset_h, offset_w)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "87038654-effb-427a-b16a-40cecdabf134",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['a',\n",
       " 'b',\n",
       " 'c',\n",
       " 'd',\n",
       " 'e',\n",
       " 'f',\n",
       " 'g',\n",
       " 'h',\n",
       " 'i',\n",
       " 'j',\n",
       " 'k',\n",
       " 'l',\n",
       " 'm',\n",
       " 'n',\n",
       " 'o',\n",
       " 'p',\n",
       " 'q',\n",
       " 'r',\n",
       " 's',\n",
       " 't',\n",
       " 'u',\n",
       " 'v',\n",
       " 'w',\n",
       " 'x',\n",
       " 'y',\n",
       " 'z']"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list('abcdefghijklmnopqrstuvwxyz')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e9759d9c-a964-4559-9f58-30b4e67d2ea0",
   "metadata": {},
   "outputs": [],
   "source": [
    "def img_bbox(bbox, img, offset=5):\n",
    "    y, x, h, w = bbox\n",
    "    bbox_img = img[x+offset:x+w-offset, y+offset:y+h-offset]\n",
    "    return bbox_img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c252c38d-8e9e-45df-aa12-4046d5532ef0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# (path/\"sample_black_cropped\").mkdir()\n",
    "cropped = path/\"sample_black_cropped\"\n",
    "cropped.mkdir(exist_ok=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "23cb9d89-7a1b-41c6-8786-5fac4401b8c7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_loc = (path/\"sample_black\").ls()[0]; img_loc\n",
    "def create_bbox_images(img_loc, cropped):\n",
    "    img = cv2.imread(str(img_loc.resolve()), cv2.IMREAD_GRAYSCALE); img\n",
    "    img_in = img.copy()\n",
    "    mask = mask_img(img_thresh(img_in))\n",
    "    bbox_list, img_rgb = find_contours(img_in, mask)\n",
    "    abcd = list('abcdefghijklmnopqrstuvwxyz')[:len(bbox_list)]\n",
    "    folder = cropped/img_loc.stem\n",
    "    folder.mkdir(exist_ok=True, parents=True)\n",
    "    new_names = [folder/f\"{n}.jpeg\" for n in abcd]\n",
    "    for bbox, new_name in zip(bbox_list, new_names):\n",
    "        b_img = img_bbox(bbox, img_in)\n",
    "        # if b_img.any():\n",
    "        #     # print(b_img)\n",
    "        cv2.imwrite(str(new_name), b_img)\n",
    "    return True\n",
    "create_bbox_images(img_loc, cropped = path/\"sample_black_cropped\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7e6e437d-8541-4191-ada2-2547d0a73fd2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#5) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/ozzioujjff/a.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/ozzioujjff/e.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/ozzioujjff/d.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/ozzioujjff/b.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/ozzioujjff/c.jpeg')]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "folder.ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ad16ca40-96c3-4854-aff0-f03d51b6f89f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_bbox_ds(path, inp_folder=\"sample_black\", out_folder=\"sample_black_cropped\"):\n",
    "    def create_part_images(img_loc):\n",
    "        return create_bbox_images(img_loc, cropped = path/out_folder)\n",
    "    res = db.from_sequence((path/inp_folder).ls()).map(create_part_images)\n",
    "    with ProgressBar():\n",
    "        res.compute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "771e7fc0-78d2-4128-84da-9a191e74987f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#0) []"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# !rm -rf  {path/\"sample_black_cropped\"}\n",
    "(path/\"sample_black_cropped\").ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c2d06975-6762-4157-8f8a-bff0c6b6788d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[########################################] | 100% Completed |  3min 52.6s\n"
     ]
    }
   ],
   "source": [
    "create_bbox_ds(path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "84a51d1e-d7e5-4397-ab50-63ceb9c633ca",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2, 8)"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "out_folder=\"sample_black_cropped\"\n",
    "df = pd.DataFrame([(len(p.ls()), p.name) for p in (path/out_folder).ls()], columns=['count','name'])\n",
    "df['count'].min(), df['count'].max()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1829e663-01d6-4400-80ab-a87de650c39e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "create_bbox_images(path/\"sample_black\"/\"hfyjjdeumw.jpeg\", cropped)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f16dbfd2-db87-490a-b12d-12f88633dc96",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#4) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/hfyjjdeumw/b.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/hfyjjdeumw/c.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/hfyjjdeumw/a.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/hfyjjdeumw/d.jpeg')]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(cropped/\"hfyjjdeumw\").ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7231a632-4bc1-4258-9730-9ff41d557f33",
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "img_bbox() takes from 0 to 1 positional arguments but 2 were given",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_12339/2160189799.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mbbox\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_name\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbbox_list\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_names\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----> 8\u001b[0;31m     \u001b[0mb_img\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mimg_bbox\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbbox\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimg_in\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[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mb_img\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0many\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     10\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg_rgb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: img_bbox() takes from 0 to 1 positional arguments but 2 were given"
     ]
    }
   ],
   "source": [
    "img_loc=path/\"sample_black\"/\"hfyjjdeumw.jpeg\"\n",
    "img = cv2.imread(str(img_loc.resolve()), cv2.IMREAD_GRAYSCALE); img\n",
    "img_in = img.copy()\n",
    "mask = mask_img(img_thresh(img_in))\n",
    "bbox_list, img_rgb = find_contours(img_in, mask)\n",
    "\n",
    "for bbox, new_name in zip(bbox_list, new_names):\n",
    "    b_img = img_bbox(bbox, img_in)\n",
    "    print(b_img.any())\n",
    "plt.imshow(img_rgb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a9d627a1-6ee5-48d5-99d8-0b9628b87afd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(bbox_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b616a38f-2973-4682-a196-006a5fbcdb47",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a21c82dce5424667bf5ec5ef0a8ab5cf",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(IntSlider(value=1, description='i', max=3), Output()), _dom_classes=('widget-interact',)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "@interact(i=(0,3))\n",
    "def img_bbox(i=1):\n",
    "    offset = 5\n",
    "    IMG_SIZE=28\n",
    "    y, x, h, w = bbox_list[i]\n",
    "    bbox_img = img[x+offset:x+w-offset, y+offset:y+h-offset]\n",
    "    b_img = cv2.resize(bbox_img, (IMG_SIZE, IMG_SIZE), interpolation = cv2.INTER_AREA)\n",
    "    plt.imshow(b_img, cmap='gray')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f62cfb81-94fc-404e-b5f4-bfc200abda36",
   "metadata": {},
   "source": [
    "## Resize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "34249f96-69ea-4df2-9748-76cf9a3dc93f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#560) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/llryflauvv'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/xrnwyjzamp'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/tpyloecpbx'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/jroekdxwjw'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/wbelpslmbg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/yupjnsjsqy'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/lafvkcfhcl'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/vfonzjfjwj'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/wmimfdlyif'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped/bfdzwlwrqz')...]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "in_fldr = path/\"sample_black_cropped\"\n",
    "in_fldr.ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b5e70d35-8270-4933-9400-08423dad9ae2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#560) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/hegedhdtzz'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/tzcypygtyo'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/nghngkxuvz'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/elzufgggux'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/wgsfwpthji'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/fezzxwqxdj'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/smqaakeyiw'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/jdqosrkjgs'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/eofiyhqyty'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/mdggejfmfw')...]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "out_fldr = path/\"sample_black_cropped_resized\"\n",
    "out_fldr.mkdir(exist_ok=True)\n",
    "out_fldr.ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8601c078-f716-4705-a4e5-9253e352459d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[True, True, True, True]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def resize_img(img_loc, img_sz):\n",
    "    img = cv2.imread(str(img_loc.resolve()), cv2.IMREAD_GRAYSCALE)\n",
    "    b_img = cv2.resize(img, (img_sz, img_sz), interpolation = cv2.INTER_AREA)\n",
    "    return b_img\n",
    "\n",
    "def resize_fldr(p, img_sz=28):\n",
    "    img_fldr = (out_fldr/p.stem)\n",
    "    img_fldr.mkdir(exist_ok=True, parents=True)\n",
    "    new_fnames = [cv2.imwrite(str(img_fldr/o.name), resize_img(o, img_sz))  for o in  p.glob(\"*.jpeg\")]\n",
    "    return new_fnames\n",
    "\n",
    "resize_fldr((path/in_fldr).ls()[0])\n",
    "# [resize_fldr(p) for p in (path/in_fldr).ls()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9d695238-8aec-42f2-a031-f03553084d47",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#4) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/hegedhdtzz/d.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/hegedhdtzz/a.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/hegedhdtzz/c.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/hegedhdtzz/b.jpeg')]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "o =(path/in_fldr).ls()[0].name\n",
    "\n",
    "(path/out_fldr/o).ls()\n",
    "# cv2.imwrite?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8cc15c71-8d80-4032-a95e-e395e5c6c8f8",
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_resize_ds(path, inp_folder=\"sample_black_cropped\", out_folder=\"sample_black_cropped_resized\"):\n",
    "    in_fldr = path/inp_folder\n",
    "    out_fldr = path/out_folder\n",
    "\n",
    "    def resize_fldr(p, img_sz=28):\n",
    "        img_fldr = (out_fldr/p.stem)\n",
    "        img_fldr.mkdir(exist_ok=True, parents=True)\n",
    "        new_fnames = [cv2.imwrite(str(img_fldr/o.name), resize_img(o, img_sz))  for o in  p.glob(\"*.jpeg\")]\n",
    "        return new_fnames\n",
    "\n",
    "    res = db.from_sequence(in_fldr.ls()).map(resize_fldr)\n",
    "    with ProgressBar():\n",
    "        res.compute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aff2914f-27d2-4fa6-b5f7-89daba5a9d15",
   "metadata": {},
   "outputs": [],
   "source": [
    "!rm -rf {path/\"sample_black_cropped_resized\"}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a496a368-b765-48dd-a2ae-14682a1f3123",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[########################################] | 100% Completed |  5.2s\n"
     ]
    }
   ],
   "source": [
    "create_resize_ds(path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a7823641-3879-45ef-9ef1-8cf8ecbf5b20",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2, 8)"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "out_folder=\"sample_black_cropped_resized\"\n",
    "df = pd.DataFrame([(len(p.ls()), p.name) for p in (path/out_folder).ls()], columns=['count','name'])\n",
    "df['count'].min(), df['count'].max()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "793cdfad-322f-4db4-ad7e-cbdfc0b9b0b7",
   "metadata": {},
   "source": [
    "## Resize Integrated"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3c02d23a-b759-4ff6-b1b2-21247bca5d90",
   "metadata": {},
   "outputs": [],
   "source": [
    "in_fldr = path/\"sample_black_cropped_resized\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "99dfa294-ea76-437a-8310-0d9420b01b0e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#5) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/c.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/b.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/d.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/e.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/a.jpeg')]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fnames = in_fldr.ls()[0].ls(); fnames"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "656773d8-5632-44f1-a277-40ded0a9dc5f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(fnames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2d5bdcf0-87f7-4a65-84ab-78296a901ace",
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(9-len(fnames)):fnames.append(None)\n",
    "fnames = fnames.shuffle()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6751e652-83f2-42fb-9caa-4b996e5a2ad2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#9) [None,None,Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/c.jpeg'),None,Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/b.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/a.jpeg'),None,Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/e.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/d.jpeg')]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fnames.shuffle()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "94f2273b-49fe-4dcf-ac6f-0e27515f4f37",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[1, 2, 3], [4, 5, 6], [7, 8, 9]]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fnames_2d = [[1,2,3],[4,5,6],[7,8,9]]; fnames_2d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "50961d2e-16a4-4d42-88d3-101cfdab1280",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[None,\n",
       "  Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/c.jpeg'),\n",
       "  Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/d.jpeg')],\n",
       " [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/a.jpeg'),\n",
       "  None,\n",
       "  Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/e.jpeg')],\n",
       " [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized/abjhddkxns/b.jpeg'),\n",
       "  None,\n",
       "  None]]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for i in range(9-len(fnames)):fnames.append(None)\n",
    "fnames = fnames.shuffle()\n",
    "fnames_2d = [[fnames[0], fnames[1], fnames[2]], [fnames[3], fnames[4], fnames[5]], [fnames[6], fnames[7], fnames[8]]]\n",
    "fnames_2d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cc2e020b-a840-424f-8261-dfcdb8273f62",
   "metadata": {},
   "outputs": [],
   "source": [
    "def concat_img(img_list, orient='horizontal'):\n",
    "    zero_img = np.zeros((30, 30), dtype = \"uint8\")\n",
    "    def get_img_mat(img_loc):\n",
    "        if img_loc is not None:\n",
    "            img = cv2.imread(str(img_loc.resolve()), cv2.IMREAD_GRAYSCALE)\n",
    "            return cv2.copyMakeBorder(img,1,1,1,1,cv2.BORDER_CONSTANT,value=0)\n",
    "        else:\n",
    "            return zero_img.copy()\n",
    "            \n",
    "    if orient == \"horizontal\":\n",
    "        return cv2.hconcat([get_img_mat(img_loc) for img_loc in img_list])\n",
    "    else:\n",
    "        return cv2.vconcat([get_img_mat(img_loc) for img_loc in img_list])\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fc2f7d62-1b0f-4e65-8331-4748b4bbbb5b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xf3eb9e74b80>"
      ]
     },
     "execution_count": null,
     "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(cv2.vconcat([concat_img(row) for row in fnames_2d]),cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e73129b4-3891-4a74-8703-0cbdcb559467",
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_integrated_image(fnames, shuffle=True):\n",
    "    # fnames = img_fldr.ls(); fnames\n",
    "    for i in range(9-len(fnames)):fnames.append(None)\n",
    "    if shuffle:fnames = fnames.shuffle()\n",
    "    def get_name(fname): \n",
    "        if fname:return fname.stem\n",
    "        else:return \"o\"\n",
    "    name_root = \"\".join([get_name(fname) for fname in fnames])\n",
    "    fnames_2d = [[fnames[0], fnames[1], fnames[2]], [fnames[3], fnames[4], fnames[5]], [fnames[6], fnames[7], fnames[8]]]\n",
    "    intg_img = cv2.vconcat([concat_img(row) for row in fnames_2d])\n",
    "    return intg_img, name_root\n",
    "            \n",
    "            \n",
    "def save_integrated_images(path, \n",
    "                           inp_folder=\"sample_black_cropped_resized\", \n",
    "                           out_folder=\"sample_black_cropped_resized_integrated\",\n",
    "                           count = 9):\n",
    "    \n",
    "    in_fldr = path/\"sample_black_cropped_resized\"\n",
    "    out_fldr = path/\"sample_black_cropped_resized_integrated\"\n",
    "    out_fldr.mkdir(exist_ok=True, parents=True)\n",
    "    # print(in_fldr)\n",
    "    for rsz_fldr in in_fldr.ls():\n",
    "        img_fldr = out_fldr/rsz_fldr.stem\n",
    "        img_fldr.mkdir(exist_ok=True, parents=True)\n",
    "        print(rsz_fldr.stem, img_fldr)\n",
    "        for i in range(count):\n",
    "            intg_img, name_root = create_integrated_image(rsz_fldr.ls())\n",
    "            cv2.imwrite(str(img_fldr/f\"{rsz_fldr.stem}_{name_root}.jpeg\"), intg_img) \n",
    "            \n",
    "\n",
    "# intg_img, name_root = create_integrated_image(in_fldr.ls()[2].ls())                        \n",
    "# plt.imshow(intg_img, cmap='gray')\n",
    "# name_root"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "54414745-cc34-4d53-98d8-a516004ac5e9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(#9) [Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_doocaoebo.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_ocboeoaod.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_cdaoooebo.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_bacoooeod.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_oocabodoe.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_aodbcoeoo.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_obeocaood.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_bodaoocoe.jpeg'),Path('/Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mptgfndbad/mptgfndbad_cboeoooda.jpeg')]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(path/\"sample_black_cropped_resized_integrated\").ls()[0].ls()\n",
    "# !rm -rf {path/\"sample_black_cropped_resized_integrated\"}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "de51834e-3520-44ac-962d-2bb7eccd9b4b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "abjhddkxns /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/abjhddkxns\n",
      "zmfrlmbvlt /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/zmfrlmbvlt\n",
      "nkfylqqiii /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/nkfylqqiii\n",
      "exfmknrvrr /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/exfmknrvrr\n",
      "nmlwjxfpig /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/nmlwjxfpig\n",
      "qjqcaorcmg /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qjqcaorcmg\n",
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      "vzvhcuwvwp /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/vzvhcuwvwp\n",
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      "eoyzxdkzru /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/eoyzxdkzru\n",
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      "ufvpfaxbbl /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ufvpfaxbbl\n",
      "hhjljuxssa /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/hhjljuxssa\n",
      "lbpjlqpaph /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/lbpjlqpaph\n",
      "kdsnhbscrq /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/kdsnhbscrq\n",
      "qcrtdcqaby /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qcrtdcqaby\n",
      "kxgzuymqwb /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/kxgzuymqwb\n",
      "zkvlujnxoz /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/zkvlujnxoz\n",
      "iuznpbcggs /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/iuznpbcggs\n",
      "zqzktykpmm /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/zqzktykpmm\n",
      "bwmdxkepnf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/bwmdxkepnf\n",
      "ranrntxpgc /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ranrntxpgc\n",
      "rsmfovljmh /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/rsmfovljmh\n",
      "kzpngmylnv /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/kzpngmylnv\n",
      "frqmintina /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/frqmintina\n",
      "mxmkfkixam /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mxmkfkixam\n",
      "ihclsevzrf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ihclsevzrf\n",
      "cmshilacak /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/cmshilacak\n",
      "ermmakxkma /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ermmakxkma\n",
      "csjhprgydm /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/csjhprgydm\n",
      "bfqrcoxwji /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/bfqrcoxwji\n",
      "hvwmbdzory /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/hvwmbdzory\n",
      "doedopupbj /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/doedopupbj\n",
      "diqnbgjakw /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/diqnbgjakw\n",
      "wkvyuxxahn /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/wkvyuxxahn\n",
      "hehxkettly /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/hehxkettly\n",
      "edwdxwrhst /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/edwdxwrhst\n",
      "pczoeuzqsc /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/pczoeuzqsc\n",
      "xxhlpyerts /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/xxhlpyerts\n",
      "gxjcaeffsm /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/gxjcaeffsm\n",
      "nxwwqmodsd /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/nxwwqmodsd\n",
      "zuvdwkpabd /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/zuvdwkpabd\n",
      "dedfyqxfmp /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/dedfyqxfmp\n",
      "vdnsgevquz /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/vdnsgevquz\n",
      "psptaiinqw /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/psptaiinqw\n",
      "qrbfcezbfu /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qrbfcezbfu\n",
      "drxftnlnks /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/drxftnlnks\n",
      "sgrhqufvxt /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/sgrhqufvxt\n",
      "btzlknyhep /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/btzlknyhep\n",
      "yrbxjfdqnx /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/yrbxjfdqnx\n",
      "qkbmnxxfwf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qkbmnxxfwf\n",
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      "bkuxewbzyd /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/bkuxewbzyd\n",
      "tbvbjajanv /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/tbvbjajanv\n",
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      "kfutmimfnt /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/kfutmimfnt\n",
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      "aduuusmhil /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/aduuusmhil\n",
      "qzbhhormwo /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qzbhhormwo\n",
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      "aovdyjzphj /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/aovdyjzphj\n",
      "nwujqzpdlt /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/nwujqzpdlt\n",
      "ionkqahriu /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ionkqahriu\n",
      "gnuovjgixb /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/gnuovjgixb\n",
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      "lwtqkwxsrl /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/lwtqkwxsrl\n",
      "rshrzkcvdk /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/rshrzkcvdk\n",
      "tjajhrbwhy /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/tjajhrbwhy\n",
      "rhipwqbvdl /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/rhipwqbvdl\n",
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      "ropwtovzgr /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ropwtovzgr\n",
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      "lvgmfbwlbt /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/lvgmfbwlbt\n",
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      "qhfsyajsgw /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qhfsyajsgw\n",
      "yaxzvcvhqk /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/yaxzvcvhqk\n",
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      "hzgzmztvhr /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/hzgzmztvhr\n",
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      "ozudlkadbw /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ozudlkadbw\n",
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      "rstjkwlrbs /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/rstjkwlrbs\n",
      "hivrqlsfgb /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/hivrqlsfgb\n",
      "yblsjpwdsw /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/yblsjpwdsw\n",
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      "eiebjpcwjd /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/eiebjpcwjd\n",
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      "kkopjdprtg /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/kkopjdprtg\n",
      "vagworcjmi /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/vagworcjmi\n",
      "qsxhfbrgns /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qsxhfbrgns\n",
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      "ndsoqfbcnv /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ndsoqfbcnv\n",
      "xmqfsijqhx /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/xmqfsijqhx\n",
      "dgtqtxytcj /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/dgtqtxytcj\n",
      "qmqzwoqhru /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qmqzwoqhru\n",
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      "nmqxhzzzof /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/nmqxhzzzof\n",
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      "ubwsfjzuyh /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ubwsfjzuyh\n",
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      "auvbyzfnli /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/auvbyzfnli\n",
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      "grcqzswhld /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/grcqzswhld\n",
      "cholwyrogr /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/cholwyrogr\n",
      "faqfcpfsnx /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/faqfcpfsnx\n",
      "wqxepzxjes /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/wqxepzxjes\n",
      "auxbzwwznd /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/auxbzwwznd\n",
      "ovwnsqzuhf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ovwnsqzuhf\n",
      "tkkaylzfzo /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/tkkaylzfzo\n",
      "uauonvrovr /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/uauonvrovr\n",
      "luznurtulf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/luznurtulf\n",
      "zfvouqoazh /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/zfvouqoazh\n",
      "wrukfascnm /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/wrukfascnm\n",
      "rkllofernp /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/rkllofernp\n",
      "lvpuvzjwhi /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/lvpuvzjwhi\n",
      "khthwvkbtn /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/khthwvkbtn\n",
      "ttehbdntxx /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ttehbdntxx\n",
      "jilrbcamdm /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/jilrbcamdm\n",
      "plpyfgciyf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/plpyfgciyf\n",
      "snbkrtezsr /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/snbkrtezsr\n",
      "yusiicenos /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/yusiicenos\n",
      "yohkyakstr /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/yohkyakstr\n",
      "kjyzskfyfe /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/kjyzskfyfe\n",
      "urtvhspjps /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/urtvhspjps\n",
      "mmoxvdjbrg /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/mmoxvdjbrg\n",
      "jeyglgkicg /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/jeyglgkicg\n",
      "znmvhkappu /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/znmvhkappu\n",
      "auatttebyj /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/auatttebyj\n",
      "aiyxomaicf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/aiyxomaicf\n",
      "srsocddscf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/srsocddscf\n",
      "pmnkjbsjqh /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/pmnkjbsjqh\n",
      "uxrycwbpqd /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/uxrycwbpqd\n",
      "yupjnsjsqy /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/yupjnsjsqy\n",
      "jroekdxwjw /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/jroekdxwjw\n",
      "wbelpslmbg /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/wbelpslmbg\n",
      "tpyloecpbx /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/tpyloecpbx\n",
      "xrnwyjzamp /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/xrnwyjzamp\n",
      "llryflauvv /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/llryflauvv\n",
      "agrfrpnppc /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/agrfrpnppc\n",
      "ogdwxoxbuw /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ogdwxoxbuw\n",
      "bfdzwlwrqz /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/bfdzwlwrqz\n",
      "wmimfdlyif /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/wmimfdlyif\n",
      "lafvkcfhcl /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/lafvkcfhcl\n",
      "vfonzjfjwj /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/vfonzjfjwj\n",
      "lhojstakgs /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/lhojstakgs\n",
      "zxjkvwzvmd /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/zxjkvwzvmd\n",
      "antvxaehoa /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/antvxaehoa\n",
      "lyavphllie /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/lyavphllie\n",
      "qtosgqlezo /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/qtosgqlezo\n",
      "botatouncn /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/botatouncn\n",
      "ntpikwusod /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ntpikwusod\n",
      "lktzsnrtwo /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/lktzsnrtwo\n",
      "fupqpayhjb /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/fupqpayhjb\n",
      "vhwrqwkrxu /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/vhwrqwkrxu\n",
      "uxbbotrtzg /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/uxbbotrtzg\n",
      "ufxoxfvpbl /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ufxoxfvpbl\n",
      "berktdxgie /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/berktdxgie\n",
      "xtaledhowl /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/xtaledhowl\n",
      "pjdppgudym /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/pjdppgudym\n",
      "iicqfagwvy /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/iicqfagwvy\n",
      "veygrtzxad /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/veygrtzxad\n",
      "vbczxxgrof /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/vbczxxgrof\n",
      "jjdlwcella /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/jjdlwcella\n",
      "vefidkyevf /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/vefidkyevf\n",
      "ptdsvwuuag /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ptdsvwuuag\n",
      "ujtdlathpv /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ujtdlathpv\n",
      "ovdxjsrsxp /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ovdxjsrsxp\n",
      "ebxomsptgo /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/ebxomsptgo\n",
      "fjpugsvqsn /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/fjpugsvqsn\n",
      "kzchsshqny /Landmark2/pdo/aiking/data/ultra-mnist/sample_black_cropped_resized_integrated/kzchsshqny\n"
     ]
    }
   ],
   "source": [
    "# create_integrated_image(in_fldr.ls()[2].ls()).shape\n",
    "save_integrated_images(path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "78737ad2-7bb4-4234-aac2-2473323505fe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Path('/Landmark2/pdo/aiking/data/ultra-mnist')"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "857d51bf-4df3-4fb4-8dac-5a3ead0779d4",
   "metadata": {},
   "outputs": [],
   "source": [
    "out_fldr = path/\"sample_black_cropped_resized_integrated\"\n",
    "pd.DataFrame([(p, p.name, p.parent.stem) for p in out_fldr.glob(\"*/*.jpeg\")], \n",
    "             columns=['path','fname','id']).to_csv(path/\"sample_intg.csv\", index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "58daccd2-af0e-4f5f-b5f7-9a225a11fbe2",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:aiking] *",
   "language": "python",
   "name": "conda-env-aiking-py"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}