convert_WFLW_dataset.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import shutil"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "if os.path.exists('WFLW_anno.txt'):\n",
    "    os.remove('WFLW_anno.txt')\n",
    "anno_file = open('WFLW_anno.txt', 'a')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "train_landmark_path = \"/Users/yuhua.cheng/Downloads/WFLW_annotations/list_98pt_rect_attr_train_test/list_98pt_rect_attr_train.txt\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "35--Basketball/35_Basketball_basketballgame_ball_35_842.jpg\n",
      "['568', '94', '724', '304']\n",
      "2--Demonstration/2_Demonstration_Political_Rally_2_698.jpg\n",
      "['698', '84', '866', '306']\n",
      "8--Election_Campain/8_Election_Campain_Election_Campaign_8_387.jpg\n",
      "['152', '160', '218', '264']\n",
      "16--Award_Ceremony/16_Award_Ceremony_Awards_Ceremony_16_273.jpg\n",
      "['204', '242', '344', '426']\n",
      "52--Photographers/52_Photographers_photographertakingphoto_52_698.jpg\n",
      "['658', '116', '746', '246']\n",
      "9--Press_Conference/9_Press_Conference_Press_Conference_9_693.jpg\n",
      "['11', '315', '190', '551']\n",
      "0--Parade/0_Parade_marchingband_1_939.jpg\n",
      "['533', '172', '678', '367']\n",
      "61--Street_Battle/61_Street_Battle_streetfight_61_907.jpg\n",
      "['445', '149', '514', '233']\n",
      "37--Soccer/37_Soccer_soccer_ball_37_875.jpg\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['940', '151', '1001', '227']\n",
      "35--Basketball/35_Basketball_basketballgame_ball_35_276.jpg\n",
      "['870', '250', '960', '376']\n",
      "11--Meeting/11_Meeting_Meeting_11_Meeting_Meeting_11_406.jpg\n",
      "['89', '258', '160', '333']\n",
      "17--Ceremony/17_Ceremony_Ceremony_17_100.jpg\n",
      "['364', '196', '508', '404']\n",
      "31--Waiter_Waitress/31_Waiter_Waitress_Waiter_Waitress_31_44.jpg\n",
      "['495', '644', '626', '877']\n",
      "35--Basketball/35_Basketball_Basketball_35_666.jpg\n",
      "['370', '65', '445', '182']\n",
      "19--Couple/19_Couple_Couple_19_1011.jpg\n",
      "['930', '241', '1024', '423']\n",
      "35--Basketball/35_Basketball_basketballgame_ball_35_194.jpg\n",
      "['379', '157', '681', '601']\n",
      "56--Voter/56_Voter_peoplevoting_56_760.jpg\n",
      "['618', '96', '678', '162']\n",
      "9--Press_Conference/9_Press_Conference_Press_Conference_9_676.jpg\n",
      "['528', '64', '776', '378']\n",
      "55--Sports_Coach_Trainer/55_Sports_Coach_Trainer_sportcoaching_55_845.jpg\n",
      "['321', '245', '382', '325']\n",
      "39--Ice_Skating/39_Ice_Skating_Ice_Skating_39_417.jpg\n",
      "['710', '376', '848', '568']\n",
      "13--Interview/13_Interview_Interview_On_Location_13_389.jpg\n",
      "['104', '174', '314', '424']\n",
      "31--Waiter_Waitress/31_Waiter_Waitress_Waiter_Waitress_31_851.jpg\n",
      "['381', '435', '652', '795']\n",
      "23--Shoppers/23_Shoppers_Shoppers_23_740.jpg\n",
      "['626', '148', '694', '268']\n",
      "7--Cheering/7_Cheering_Cheering_7_125.jpg\n",
      "['378', '84', '452', '194']\n",
      "44--Aerobics/44_Aerobics_Aerobics_44_570.jpg\n"
     ]
    }
   ],
   "source": [
    "with open(train_landmark_path, 'r') as f:\n",
    "    landmarks = f.readlines()\n",
    "    for _ in landmarks:\n",
    "        label = _.strip().split(' ')\n",
    "        landmark = label[0:196]\n",
    "        bbox = label[196:200]\n",
    "        name = label[-1]\n",
    "        print(bbox)\n",
    "        print(name)\n",
    "        anno_file.write(name+' ')\n",
    "        anno_file.write(' '.join(bbox)+' ')\n",
    "        anno_file.write(' '.join(landmark)+'\\n')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'309.307007 538.369019 317.857345 560.120847 322.271739 583.014395 319.583872 606.149851 314.765287 629.015727 313.308619 652.331490 315.648163 675.558182 322.526266 697.876907 331.880068 719.301121 342.087363 740.336765 352.822689 761.107391 363.917162 781.689357 374.353330 802.607217 383.434488 824.152584 393.923435 845.012933 410.131531 861.653107 431.559411 870.597153 463.665456 870.444454 494.908844 862.408332 525.060623 850.878448 554.767143 838.226630 583.901545 824.323471 611.315726 807.318180 635.222521 785.701484 654.409992 759.788921 668.785995 730.918097 678.714659 700.216404 685.604212 668.677501 691.110277 636.861987 696.002773 604.946485 699.955999 572.901835 702.966238 540.754155 705.473877 508.562683 307.170013 508.885986 318.455994 486.403046 331.398987 493.622986 345.883026 500.876984 362.238007 510.675995 362.304993 525.125000 345.869995 518.984009 330.569000 513.830994 318.144043 509.320038 429.253998 504.752991 464.710022 492.967010 503.125000 483.759033 540.293030 485.583008 584.075012 506.653992 539.982971 499.651062 502.726990 501.846924 465.261017 513.588989 429.335999 523.856995 402.942993 562.888000 397.317920 601.337128 393.104264 639.789538 381.982487 672.504378 365.906006 687.265015 384.949049 693.135309 404.778631 692.889391 427.971704 687.526973 451.505341 684.044067 321.906006 570.918030 323.796664 556.646269 334.590775 548.214155 360.387677 551.526797 379.959625 568.830811 358.404083 575.578291 335.570987 578.054240 328.292173 575.406626 459.846985 566.848022 472.958665 552.118923 491.233881 545.252822 516.507880 549.799368 540.856812 558.654236 518.660836 569.982240 494.382313 574.367759 477.004499 571.151332 371.271484 744.051025 375.703587 727.619266 393.304969 726.950019 407.458170 727.810235 425.130651 725.269288 470.732409 728.091068 516.542847 728.841736 482.753543 751.858065 445.443459 768.234622 405.561907 776.016744 389.057043 771.948271 377.172928 760.081165 375.075989 744.458008 391.345366 746.435138 407.707421 747.238678 455.303473 742.224917 502.468353 734.042419 455.239728 742.233146 407.578882 747.240243 391.281381 746.429043 344.322242 561.914769 494.963222 556.534734 306 308 696 870 0 0 1 0 0 0 51--Dresses/51_Dresses_wearingdress_51_377.jpg\\n'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "landmarks[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "anno_file.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
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