remove the data of extra classes for voc to yolo gist

clean-voc-data.ipynb

{
 "nbformat": 4,
 "nbformat_minor": 2,
 "metadata": {
  "language_info": {
   "name": "python",
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   }
  },
  "orig_nbformat": 2,
  "file_extension": ".py",
  "mimetype": "text/x-python",
  "name": "python",
  "npconvert_exporter": "python",
  "pygments_lexer": "ipython3",
  "version": 3
 },
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "imgFile = 'VOCData/{}.jpg'\n",
    "xmlFile = 'VOCData/{}.xml'\n",
    "yoloLabelFile = 'VOCData/yolo/{}.txt'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "filesToBeDeleted=[]\n",
    "for file in os.listdir('VOCData/yolo/'):\n",
    "    with open('VOCData/yolo/'+file,'r') as f:\n",
    "        if len(f.read()) == 0:\n",
    "            filesToBeDeleted.append(file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": "16791"
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(filesToBeDeleted)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": "on done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion done\ndeletion 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    }
   ],
   "source": [
    "for file in filesToBeDeleted:\n",
    "    os.remove( imgFile.format( file.split('.')[0] ) )\n",
    "    os.remove( xmlFile.format( file.split('.')[0] ) )\n",
    "    os.remove( yoloLabelFile.format( file.split('.')[0] ) )\n",
    "    print('deletion done')"
   ]
  }
 ]
}