run_example.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This notebook runs an example batch classification of images and stores the results in a json file. The intention is to showcase the functionality in jupyter-repo2docker.   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:root:processing parts_vehicles/55386_0.png\n",
      "INFO:root:input_path: parts_vehicles/55386_0.png, clearness_score: 8.090896459538072, blurry: False, contrast_score: 0.4646756862745098, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/22595_0.png\n",
      "INFO:root:input_path: parts_vehicles/22595_0.png, clearness_score: 9.398855830429769, blurry: False, contrast_score: 0.380392156862745, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/27055_0.png\n",
      "INFO:root:input_path: parts_vehicles/27055_0.png, clearness_score: 4.958490437839817, blurry: True, contrast_score: 0.4289617647058823, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/92676_0.png\n",
      "INFO:root:input_path: parts_vehicles/92676_0.png, clearness_score: 13.800132987037399, blurry: False, contrast_score: 0.36161058823529413, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/70364_0.png\n",
      "INFO:root:input_path: parts_vehicles/70364_0.png, clearness_score: 0.8366829248731681, blurry: True, contrast_score: 0.36694333333333334, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/46452_0.png\n",
      "INFO:root:input_path: parts_vehicles/46452_0.png, clearness_score: 3.495886063496546, blurry: True, contrast_score: 0.4102205882352941, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/63159_5.png\n",
      "INFO:root:input_path: parts_vehicles/63159_5.png, clearness_score: 1.566743298362361, blurry: True, contrast_score: 0.3713327450980392, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/70622_1.png\n",
      "INFO:root:input_path: parts_vehicles/70622_1.png, clearness_score: 4.099105011243423, blurry: True, contrast_score: 0.4447492156862745, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/99649_0.png\n",
      "INFO:root:input_path: parts_vehicles/99649_0.png, clearness_score: 65.84975013501113, blurry: False, contrast_score: 0.4549141176470588, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/61277_0.png\n",
      "INFO:root:input_path: parts_vehicles/61277_0.png, clearness_score: 19.238150536659244, blurry: False, contrast_score: 0.42088411764705885, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/19159_0.png\n",
      "INFO:root:input_path: parts_vehicles/19159_0.png, clearness_score: 9.393502395328259, blurry: False, contrast_score: 0.39705705882352943, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/29367_3.png\n",
      "INFO:root:input_path: parts_vehicles/29367_3.png, clearness_score: 6.463621672118737, blurry: False, contrast_score: 0.4172868666666666, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/12264_1.png\n",
      "INFO:root:input_path: parts_vehicles/12264_1.png, clearness_score: 3.857756052858953, blurry: True, contrast_score: 0.38042588235294117, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/12264_2.png\n",
      "INFO:root:input_path: parts_vehicles/12264_2.png, clearness_score: 3.1464917110972643, blurry: True, contrast_score: 0.4432860784313725, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/87898_2.png\n",
      "INFO:root:input_path: parts_vehicles/87898_2.png, clearness_score: 3.232541374470192, blurry: True, contrast_score: 0.29647666666666667, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/91720_0.png\n",
      "INFO:root:input_path: parts_vehicles/91720_0.png, clearness_score: 1.7056352817295184, blurry: True, contrast_score: 0.27673745098039215, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/44746_0.png\n",
      "INFO:root:input_path: parts_vehicles/44746_0.png, clearness_score: 9.950669286983672, blurry: False, contrast_score: 0.4565988235294118, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/5848_3.png\n",
      "INFO:root:input_path: parts_vehicles/5848_3.png, clearness_score: 6.798084308426433, blurry: False, contrast_score: 0.4426107843137256, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/39598_0.png\n",
      "INFO:root:input_path: parts_vehicles/39598_0.png, clearness_score: 0.8663752800975049, blurry: True, contrast_score: 0.3973358823529412, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/30934_4.png\n",
      "INFO:root:input_path: parts_vehicles/30934_4.png, clearness_score: 19.429734344605627, blurry: False, contrast_score: 0.4338388274509803, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/17937_2.png\n",
      "INFO:root:input_path: parts_vehicles/17937_2.png, clearness_score: 0.949328277790068, blurry: True, contrast_score: 0.24966580392156862, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/26547_1.png\n",
      "INFO:root:input_path: parts_vehicles/26547_1.png, clearness_score: 1.9231023618098086, blurry: True, contrast_score: 0.27356137254901963, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/89925_0.png\n",
      "INFO:root:input_path: parts_vehicles/89925_0.png, clearness_score: 4.721765217391227, blurry: True, contrast_score: 0.37797000000000003, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/80217_0.png\n",
      "INFO:root:input_path: parts_vehicles/80217_0.png, clearness_score: 2.35628740107708, blurry: True, contrast_score: 0.20167415686274515, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/83596_0.png\n",
      "INFO:root:input_path: parts_vehicles/83596_0.png, clearness_score: 8.228223847014066, blurry: False, contrast_score: 0.38656999999999997, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/45646_0.png\n",
      "INFO:root:input_path: parts_vehicles/45646_0.png, clearness_score: 2.8351698535758088, blurry: True, contrast_score: 0.39021529411764705, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/21659_2.png\n",
      "INFO:root:input_path: parts_vehicles/21659_2.png, clearness_score: 2.599005479066979, blurry: True, contrast_score: 0.40593098039215686, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/35880_2.png\n",
      "INFO:root:input_path: parts_vehicles/35880_2.png, clearness_score: 3.495886063496546, blurry: True, contrast_score: 0.4102205882352941, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/19852_0.png\n",
      "INFO:root:input_path: parts_vehicles/19852_0.png, clearness_score: 5.077440854144027, blurry: False, contrast_score: 0.39637647058823533, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/43415_1.png\n",
      "INFO:root:input_path: parts_vehicles/43415_1.png, clearness_score: 3.9664345207973466, blurry: True, contrast_score: 0.42584039215686276, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/86770_0.png\n",
      "INFO:root:input_path: parts_vehicles/86770_0.png, clearness_score: 2.121627844891552, blurry: True, contrast_score: 0.4216990196078432, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/68428_3.png\n",
      "INFO:root:input_path: parts_vehicles/68428_3.png, clearness_score: 0.3901161517664461, blurry: True, contrast_score: 0.4473227450980392, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/59539_2.png\n",
      "INFO:root:input_path: parts_vehicles/59539_2.png, clearness_score: 2.7364619274875124, blurry: True, contrast_score: 0.3937123921568619, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/41990_4.png\n",
      "INFO:root:input_path: parts_vehicles/41990_4.png, clearness_score: 3.2018057735083483, blurry: True, contrast_score: 0.2841272549019608, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/35113_1.png\n",
      "INFO:root:input_path: parts_vehicles/35113_1.png, clearness_score: 35.647958736219685, blurry: False, contrast_score: 0.2860105882352941, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/33239_0.png\n",
      "INFO:root:input_path: parts_vehicles/33239_0.png, clearness_score: 21.979754593132807, blurry: False, contrast_score: 0.4330221568627451, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/24306_0.png\n",
      "INFO:root:input_path: parts_vehicles/24306_0.png, clearness_score: 4.669471878249152, blurry: True, contrast_score: 0.2860141176470588, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/23211_0.png\n",
      "INFO:root:input_path: parts_vehicles/23211_0.png, clearness_score: 16.544646327000063, blurry: False, contrast_score: 0.3523276470588236, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/31152_0.png\n",
      "INFO:root:input_path: parts_vehicles/31152_0.png, clearness_score: 4.029445004486163, blurry: True, contrast_score: 0.3681294117647059, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/92772_2.png\n",
      "INFO:root:input_path: parts_vehicles/92772_2.png, clearness_score: 2.1489810601640005, blurry: True, contrast_score: 0.33306941176470584, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/1870_1.png\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:root:input_path: parts_vehicles/1870_1.png, clearness_score: 3.4321357307657956, blurry: True, contrast_score: 0.3785618039215678, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/22566_0.png\n",
      "INFO:root:input_path: parts_vehicles/22566_0.png, clearness_score: 0.8789627063002503, blurry: True, contrast_score: 0.27411588235294115, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/35376_0.png\n",
      "INFO:root:input_path: parts_vehicles/35376_0.png, clearness_score: 0.7617769889982902, blurry: True, contrast_score: 0.26692058823529413, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/11977_0.png\n",
      "INFO:root:input_path: parts_vehicles/11977_0.png, clearness_score: 3.495886063496546, blurry: True, contrast_score: 0.4102205882352941, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/15255_1.png\n",
      "INFO:root:input_path: parts_vehicles/15255_1.png, clearness_score: 2.3451191360659296, blurry: True, contrast_score: 0.43285411764705883, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/8758_0.png\n",
      "INFO:root:input_path: parts_vehicles/8758_0.png, clearness_score: 2.2293895756835505, blurry: True, contrast_score: 0.3312162882352937, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/73415_3.png\n",
      "INFO:root:input_path: parts_vehicles/73415_3.png, clearness_score: 4.887332204829711, blurry: True, contrast_score: 0.4682190196078432, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/1288_0.png\n",
      "INFO:root:input_path: parts_vehicles/1288_0.png, clearness_score: 21.048840082281284, blurry: False, contrast_score: 0.3924207843137255, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/40980_1.png\n",
      "INFO:root:input_path: parts_vehicles/40980_1.png, clearness_score: 2.182719277024666, blurry: True, contrast_score: 0.3765267647058823, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/90197_0.png\n",
      "INFO:root:input_path: parts_vehicles/90197_0.png, clearness_score: 1.8688259767597104, blurry: True, contrast_score: 0.36328823529411763, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/20772_0.png\n",
      "INFO:root:input_path: parts_vehicles/20772_0.png, clearness_score: 2.6323107911993064, blurry: True, contrast_score: 0.3334256862745098, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/50226_1.png\n",
      "INFO:root:input_path: parts_vehicles/50226_1.png, clearness_score: 11.12066235298902, blurry: False, contrast_score: 0.3740970882352934, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/26882_4.png\n",
      "INFO:root:input_path: parts_vehicles/26882_4.png, clearness_score: 8.40328439814537, blurry: False, contrast_score: 0.43436450980392155, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/83609_0.png\n",
      "INFO:root:input_path: parts_vehicles/83609_0.png, clearness_score: 7.60091619674618, blurry: False, contrast_score: 0.40987529411764706, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/34570_0.png\n",
      "INFO:root:input_path: parts_vehicles/34570_0.png, clearness_score: 2.4220972691225664, blurry: True, contrast_score: 0.3233858823529412, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/5099_0.png\n",
      "INFO:root:input_path: parts_vehicles/5099_0.png, clearness_score: 3.016737532713359, blurry: True, contrast_score: 0.35912509803921566, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/75736_0.png\n",
      "INFO:root:input_path: parts_vehicles/75736_0.png, clearness_score: 8.232596986812064, blurry: False, contrast_score: 0.4524133333333333, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/41085_2.png\n",
      "INFO:root:input_path: parts_vehicles/41085_2.png, clearness_score: 1.8560286836605693, blurry: True, contrast_score: 0.25433254901960783, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/19758_0.png\n",
      "INFO:root:input_path: parts_vehicles/19758_0.png, clearness_score: 2.8634077407035026, blurry: True, contrast_score: 0.4424527450980392, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/27505_0.png\n",
      "INFO:root:input_path: parts_vehicles/27505_0.png, clearness_score: 0.5845809218037976, blurry: True, contrast_score: 0.2960674509803922, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/86263_7.png\n",
      "INFO:root:input_path: parts_vehicles/86263_7.png, clearness_score: 2.150569576524045, blurry: True, contrast_score: 0.25820607843137255, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/96201_0.png\n",
      "INFO:root:input_path: parts_vehicles/96201_0.png, clearness_score: 1.249185304858528, blurry: True, contrast_score: 0.1591137254901961, low_contrast: True\n",
      "INFO:root:processing parts_vehicles/31716_0.png\n",
      "INFO:root:input_path: parts_vehicles/31716_0.png, clearness_score: 3.577873451497929, blurry: True, contrast_score: 0.32703431372549024, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/57876_0.png\n",
      "INFO:root:input_path: parts_vehicles/57876_0.png, clearness_score: 12.149616233595067, blurry: False, contrast_score: 0.230718274509803, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/60007_1.png\n",
      "INFO:root:input_path: parts_vehicles/60007_1.png, clearness_score: 2.7980290811968804, blurry: True, contrast_score: 0.4076754901960784, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/7019_5.png\n",
      "INFO:root:input_path: parts_vehicles/7019_5.png, clearness_score: 0.6178675839229397, blurry: True, contrast_score: 0.44674372549019603, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/95893_0.png\n",
      "INFO:root:input_path: parts_vehicles/95893_0.png, clearness_score: 2.110329830068412, blurry: True, contrast_score: 0.40853156862745094, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/49184_1.png\n",
      "INFO:root:input_path: parts_vehicles/49184_1.png, clearness_score: 3.495886063496546, blurry: True, contrast_score: 0.4102205882352941, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/20093_3.png\n",
      "INFO:root:input_path: parts_vehicles/20093_3.png, clearness_score: 9.972208847254043, blurry: False, contrast_score: 0.35041631372549026, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/41986_2.png\n",
      "INFO:root:input_path: parts_vehicles/41986_2.png, clearness_score: 4.294171829800678, blurry: True, contrast_score: 0.3169998039215686, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/17268_0.png\n",
      "INFO:root:input_path: parts_vehicles/17268_0.png, clearness_score: 1.5724734664027518, blurry: True, contrast_score: 0.2906429411764706, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/19655_3.png\n",
      "INFO:root:input_path: parts_vehicles/19655_3.png, clearness_score: 5.017514060073061, blurry: False, contrast_score: 0.4145549019607843, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/44272_0.png\n",
      "INFO:root:input_path: parts_vehicles/44272_0.png, clearness_score: 4.587582186004466, blurry: True, contrast_score: 0.32722862745098036, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/41986_0.png\n",
      "INFO:root:input_path: parts_vehicles/41986_0.png, clearness_score: 10.196973158899068, blurry: False, contrast_score: 0.35345693921568677, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/2505_0.png\n",
      "INFO:root:input_path: parts_vehicles/2505_0.png, clearness_score: 7.891344559992788, blurry: False, contrast_score: 0.3619117647058824, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/12770_0.png\n",
      "INFO:root:input_path: parts_vehicles/12770_0.png, clearness_score: 1.0820452784622359, blurry: True, contrast_score: 0.38055235294117645, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/92444_0.png\n",
      "INFO:root:input_path: parts_vehicles/92444_0.png, clearness_score: 1.6735453463142405, blurry: True, contrast_score: 0.26289392156862745, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/79003_0.png\n",
      "INFO:root:input_path: parts_vehicles/79003_0.png, clearness_score: 1.1561714227735116, blurry: True, contrast_score: 0.38954176470588237, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/39871_0.png\n",
      "INFO:root:input_path: parts_vehicles/39871_0.png, clearness_score: 3.4210753020504323, blurry: True, contrast_score: 0.4434164705882353, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/815_0.png\n",
      "INFO:root:input_path: parts_vehicles/815_0.png, clearness_score: 1.412236130356187, blurry: True, contrast_score: 0.26867549019607845, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/55904_0.png\n",
      "INFO:root:input_path: parts_vehicles/55904_0.png, clearness_score: 4.571737907758015, blurry: True, contrast_score: 0.4150245098039216, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/60858_0.png\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:root:input_path: parts_vehicles/60858_0.png, clearness_score: 0.5573637353373887, blurry: True, contrast_score: 0.2879205882352941, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/25894_0.png\n",
      "INFO:root:input_path: parts_vehicles/25894_0.png, clearness_score: 0.7737621063714477, blurry: True, contrast_score: 0.335403137254902, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/77358_0.png\n",
      "INFO:root:input_path: parts_vehicles/77358_0.png, clearness_score: 1.95240265207627, blurry: True, contrast_score: 0.36064333333333337, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/49546_0.png\n",
      "INFO:root:input_path: parts_vehicles/49546_0.png, clearness_score: 2.3884859084650465, blurry: True, contrast_score: 0.4377980392156863, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/50512_1.png\n",
      "INFO:root:input_path: parts_vehicles/50512_1.png, clearness_score: 5.658505760038556, blurry: False, contrast_score: 0.38165000000000004, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/1264_7.png\n",
      "INFO:root:input_path: parts_vehicles/1264_7.png, clearness_score: 14.249604611775014, blurry: False, contrast_score: 0.4867025490196079, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/6887_0.png\n",
      "INFO:root:input_path: parts_vehicles/6887_0.png, clearness_score: 2.7710919200450257, blurry: True, contrast_score: 0.4377788235294117, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/19651_0.png\n",
      "INFO:root:input_path: parts_vehicles/19651_0.png, clearness_score: 6.303263779484508, blurry: False, contrast_score: 0.44947039215686274, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/99771_0.png\n",
      "INFO:root:input_path: parts_vehicles/99771_0.png, clearness_score: 1.7932632968382447, blurry: True, contrast_score: 0.3312762745098039, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/13354_0.png\n",
      "INFO:root:input_path: parts_vehicles/13354_0.png, clearness_score: 24.729502248642426, blurry: False, contrast_score: 0.4214837254901961, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/26979_0.png\n",
      "INFO:root:input_path: parts_vehicles/26979_0.png, clearness_score: 22.80021259240108, blurry: False, contrast_score: 0.4010162745098039, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/40590_0.png\n",
      "INFO:root:input_path: parts_vehicles/40590_0.png, clearness_score: 2.188891843295761, blurry: True, contrast_score: 0.3682771215686274, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/84622_1.png\n",
      "INFO:root:input_path: parts_vehicles/84622_1.png, clearness_score: 5.946402512071785, blurry: False, contrast_score: 0.28868098039215684, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/17098_0.png\n",
      "INFO:root:input_path: parts_vehicles/17098_0.png, clearness_score: 11.390078111828451, blurry: False, contrast_score: 0.24850274509803924, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/43143_0.png\n",
      "INFO:root:input_path: parts_vehicles/43143_0.png, clearness_score: 16.91673291645171, blurry: False, contrast_score: 0.43449450980392157, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/21249_0.png\n",
      "INFO:root:input_path: parts_vehicles/21249_0.png, clearness_score: 1.7115316100027327, blurry: True, contrast_score: 0.34174274509803926, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/6428_2.png\n",
      "INFO:root:input_path: parts_vehicles/6428_2.png, clearness_score: 1.3657780276721592, blurry: True, contrast_score: 0.4183464705882352, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/83054_4.png\n",
      "INFO:root:input_path: parts_vehicles/83054_4.png, clearness_score: 0.9463906999999877, blurry: True, contrast_score: 0.36107058823529414, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/37731_0.png\n",
      "INFO:root:input_path: parts_vehicles/37731_0.png, clearness_score: 1.295373, blurry: True, contrast_score: 0.44426473529411764, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/91630_1.png\n",
      "INFO:root:input_path: parts_vehicles/91630_1.png, clearness_score: 18.082957744238012, blurry: False, contrast_score: 0.46274509803921565, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/61277_2.png\n",
      "INFO:root:input_path: parts_vehicles/61277_2.png, clearness_score: 11.665410938306364, blurry: False, contrast_score: 0.42409490196078425, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/22221_1.png\n",
      "INFO:root:input_path: parts_vehicles/22221_1.png, clearness_score: 5.822316459672579, blurry: False, contrast_score: 0.43103901960784313, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/94301_1.png\n",
      "INFO:root:input_path: parts_vehicles/94301_1.png, clearness_score: 0.8024928524780316, blurry: True, contrast_score: 0.3841947058823529, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/551_2.png\n",
      "INFO:root:input_path: parts_vehicles/551_2.png, clearness_score: 1.9528449519229865, blurry: True, contrast_score: 0.33235862745098044, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/78056_0.png\n",
      "INFO:root:input_path: parts_vehicles/78056_0.png, clearness_score: 2.7454621804107737, blurry: True, contrast_score: 0.35934392156862743, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/78102_4.png\n",
      "INFO:root:input_path: parts_vehicles/78102_4.png, clearness_score: 1.855306404675251, blurry: True, contrast_score: 0.18518117647058824, low_contrast: True\n",
      "INFO:root:processing parts_vehicles/99478_2.png\n",
      "INFO:root:input_path: parts_vehicles/99478_2.png, clearness_score: 6.5778611969499625, blurry: False, contrast_score: 0.4064517647058824, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/96500_0.png\n",
      "INFO:root:input_path: parts_vehicles/96500_0.png, clearness_score: 4.952178225444936, blurry: True, contrast_score: 0.39610862745098036, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/86263_6.png\n",
      "INFO:root:input_path: parts_vehicles/86263_6.png, clearness_score: 3.1309574318413875, blurry: True, contrast_score: 0.3205835294117647, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/14919_2.png\n",
      "INFO:root:input_path: parts_vehicles/14919_2.png, clearness_score: 35.401274811703686, blurry: False, contrast_score: 0.4645382352941177, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/55383_3.png\n",
      "INFO:root:input_path: parts_vehicles/55383_3.png, clearness_score: 8.209525496774624, blurry: False, contrast_score: 0.31927058823529414, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/6133_2.png\n",
      "INFO:root:input_path: parts_vehicles/6133_2.png, clearness_score: 80.66344268052785, blurry: False, contrast_score: 0.42184745098039217, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/908_0.png\n",
      "INFO:root:input_path: parts_vehicles/908_0.png, clearness_score: 3.944661979730566, blurry: True, contrast_score: 0.31711431372549015, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/26851_0.png\n",
      "INFO:root:input_path: parts_vehicles/26851_0.png, clearness_score: 4.220088144491802, blurry: True, contrast_score: 0.42150607843137256, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/38358_3.png\n",
      "INFO:root:input_path: parts_vehicles/38358_3.png, clearness_score: 1.889963995971063, blurry: True, contrast_score: 0.3847343137254902, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/74602_1.png\n",
      "INFO:root:input_path: parts_vehicles/74602_1.png, clearness_score: 1.5181431381162296, blurry: True, contrast_score: 0.3856199999999999, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/13364_0.png\n",
      "INFO:root:input_path: parts_vehicles/13364_0.png, clearness_score: 3.7013817021847237, blurry: True, contrast_score: 0.414391568627451, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/29017_2.png\n",
      "INFO:root:input_path: parts_vehicles/29017_2.png, clearness_score: 7.115696750565129, blurry: False, contrast_score: 0.3306919607843138, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/53594_0.png\n",
      "INFO:root:input_path: parts_vehicles/53594_0.png, clearness_score: 20.39986707763803, blurry: False, contrast_score: 0.37351627450980396, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/16090_0.png\n",
      "INFO:root:input_path: parts_vehicles/16090_0.png, clearness_score: 2.2312542921409664, blurry: True, contrast_score: 0.3379319607843137, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/61758_0.png\n",
      "INFO:root:input_path: parts_vehicles/61758_0.png, clearness_score: 6.475509207086326, blurry: False, contrast_score: 0.4176470588235294, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/25496_0.png\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:root:input_path: parts_vehicles/25496_0.png, clearness_score: 1.4700165222603565, blurry: True, contrast_score: 0.4221270588235294, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/46105_3.png\n",
      "INFO:root:input_path: parts_vehicles/46105_3.png, clearness_score: 1.642024884918283, blurry: True, contrast_score: 0.4221870588235294, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/88996_0.png\n",
      "INFO:root:input_path: parts_vehicles/88996_0.png, clearness_score: 8.407201793405726, blurry: False, contrast_score: 0.4136217647058823, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/24806_1.png\n",
      "INFO:root:input_path: parts_vehicles/24806_1.png, clearness_score: 10.03242947456438, blurry: False, contrast_score: 0.3572907843137255, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/15384_0.png\n",
      "INFO:root:input_path: parts_vehicles/15384_0.png, clearness_score: 2.7981316079178233, blurry: True, contrast_score: 0.4009821568627451, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/39087_0.png\n",
      "INFO:root:input_path: parts_vehicles/39087_0.png, clearness_score: 4.1429658791385595, blurry: True, contrast_score: 0.38220409215686296, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/50512_2.png\n",
      "INFO:root:input_path: parts_vehicles/50512_2.png, clearness_score: 12.012819857800999, blurry: False, contrast_score: 0.4067309803921569, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/97581_0.png\n",
      "INFO:root:input_path: parts_vehicles/97581_0.png, clearness_score: 4.306244387398393, blurry: True, contrast_score: 0.24720372549019604, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/80366_0.png\n",
      "INFO:root:input_path: parts_vehicles/80366_0.png, clearness_score: 5.894982188792456, blurry: False, contrast_score: 0.4373739215686274, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/4185_0.png\n",
      "INFO:root:input_path: parts_vehicles/4185_0.png, clearness_score: 0.5736394853652027, blurry: True, contrast_score: 0.2798043137254902, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/17776_0.png\n",
      "INFO:root:input_path: parts_vehicles/17776_0.png, clearness_score: 1.2024745723438939, blurry: True, contrast_score: 0.27185352941176466, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/27849_0.png\n",
      "INFO:root:input_path: parts_vehicles/27849_0.png, clearness_score: 1.3834423727231013, blurry: True, contrast_score: 0.3174680392156862, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/6630_0.png\n",
      "INFO:root:input_path: parts_vehicles/6630_0.png, clearness_score: 4.352096203878816, blurry: True, contrast_score: 0.458131568627451, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/89886_1.png\n",
      "INFO:root:input_path: parts_vehicles/89886_1.png, clearness_score: 35.400627027618334, blurry: False, contrast_score: 0.4201509803921568, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/55849_0.png\n",
      "INFO:root:input_path: parts_vehicles/55849_0.png, clearness_score: 9.72369459976386, blurry: False, contrast_score: 0.45826196078431375, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/97660_2.png\n",
      "INFO:root:input_path: parts_vehicles/97660_2.png, clearness_score: 2.109652970811234, blurry: True, contrast_score: 0.4869892156862745, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/90137_0.png\n",
      "INFO:root:input_path: parts_vehicles/90137_0.png, clearness_score: 2.1098843749981095, blurry: True, contrast_score: 0.3509803921568627, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/12277_0.png\n",
      "INFO:root:input_path: parts_vehicles/12277_0.png, clearness_score: 9.008906012924482, blurry: False, contrast_score: 0.43362, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/5116_1.png\n",
      "INFO:root:input_path: parts_vehicles/5116_1.png, clearness_score: 9.089590175235974, blurry: False, contrast_score: 0.2823305882352941, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/14653_1.png\n",
      "INFO:root:input_path: parts_vehicles/14653_1.png, clearness_score: 6.953458005150616, blurry: False, contrast_score: 0.4199133333333333, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/89232_0.png\n",
      "INFO:root:input_path: parts_vehicles/89232_0.png, clearness_score: 2.444585339436343, blurry: True, contrast_score: 0.43082941176470596, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/52500_0.png\n",
      "INFO:root:input_path: parts_vehicles/52500_0.png, clearness_score: 6.609891823086192, blurry: False, contrast_score: 0.37171960784313723, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/81929_1.png\n",
      "INFO:root:input_path: parts_vehicles/81929_1.png, clearness_score: 50.23639931296128, blurry: False, contrast_score: 0.4084044725490196, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/39889_0.png\n",
      "INFO:root:input_path: parts_vehicles/39889_0.png, clearness_score: 0.9031167821419082, blurry: True, contrast_score: 0.3656874509803922, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/99316_1.png\n",
      "INFO:root:input_path: parts_vehicles/99316_1.png, clearness_score: 13.726224079793257, blurry: False, contrast_score: 0.3229941176470588, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/54503_0.png\n",
      "INFO:root:input_path: parts_vehicles/54503_0.png, clearness_score: 0.6527875414673492, blurry: True, contrast_score: 0.3658521568627451, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/5836_0.png\n",
      "INFO:root:input_path: parts_vehicles/5836_0.png, clearness_score: 2.5706880625745065, blurry: True, contrast_score: 0.3360911764705883, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/28705_0.png\n",
      "INFO:root:input_path: parts_vehicles/28705_0.png, clearness_score: 2.091916424178084, blurry: True, contrast_score: 0.3851772549019608, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/82079_4.png\n",
      "INFO:root:input_path: parts_vehicles/82079_4.png, clearness_score: 0.9463906999999877, blurry: True, contrast_score: 0.36107058823529414, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/91620_3.png\n",
      "INFO:root:input_path: parts_vehicles/91620_3.png, clearness_score: 43.225480908319554, blurry: False, contrast_score: 0.3770604470588231, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/42996_0.png\n",
      "INFO:root:input_path: parts_vehicles/42996_0.png, clearness_score: 5.352861638038215, blurry: False, contrast_score: 0.39977725490196075, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/10737_3.png\n",
      "INFO:root:input_path: parts_vehicles/10737_3.png, clearness_score: 3.075145856495722, blurry: True, contrast_score: 0.4326150980392157, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/57776_6.png\n",
      "INFO:root:input_path: parts_vehicles/57776_6.png, clearness_score: 7.771352828803598, blurry: False, contrast_score: 0.44436882352941176, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/80022_0.png\n",
      "INFO:root:input_path: parts_vehicles/80022_0.png, clearness_score: 14.609418996129394, blurry: False, contrast_score: 0.3778658823529412, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/32492_0.png\n",
      "INFO:root:input_path: parts_vehicles/32492_0.png, clearness_score: 4.743329577951231, blurry: True, contrast_score: 0.48359549019607845, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/19901_2.png\n",
      "INFO:root:input_path: parts_vehicles/19901_2.png, clearness_score: 8.552293918918846, blurry: False, contrast_score: 0.3277560823529411, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/10998_0.png\n",
      "INFO:root:input_path: parts_vehicles/10998_0.png, clearness_score: 1.1036413306068997, blurry: True, contrast_score: 0.29997254901960785, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/93769_3.png\n",
      "INFO:root:input_path: parts_vehicles/93769_3.png, clearness_score: 0.9462341499999782, blurry: True, contrast_score: 0.36129725490196085, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/90113_3.png\n",
      "INFO:root:input_path: parts_vehicles/90113_3.png, clearness_score: 2.3990341249998597, blurry: True, contrast_score: 0.34437980392156864, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/22628_0.png\n",
      "INFO:root:input_path: parts_vehicles/22628_0.png, clearness_score: 0.806140539357881, blurry: True, contrast_score: 0.4574137254901961, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/21539_0.png\n",
      "INFO:root:input_path: parts_vehicles/21539_0.png, clearness_score: 2.2312542921409664, blurry: True, contrast_score: 0.3379319607843137, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/5824_2.png\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:root:input_path: parts_vehicles/5824_2.png, clearness_score: 6.798084308426433, blurry: False, contrast_score: 0.4426107843137256, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/23965_0.png\n",
      "INFO:root:input_path: parts_vehicles/23965_0.png, clearness_score: 0.7053125364357474, blurry: True, contrast_score: 0.2803803921568627, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/84364_1.png\n",
      "INFO:root:input_path: parts_vehicles/84364_1.png, clearness_score: 2.9221953505191736, blurry: True, contrast_score: 0.3781298039215686, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/93092_1.png\n",
      "INFO:root:input_path: parts_vehicles/93092_1.png, clearness_score: 66.44121143015161, blurry: False, contrast_score: 0.44624078431372555, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/94671_0.png\n",
      "INFO:root:input_path: parts_vehicles/94671_0.png, clearness_score: 3.8444685534553313, blurry: True, contrast_score: 0.3781350980392157, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/22065_1.png\n",
      "INFO:root:input_path: parts_vehicles/22065_1.png, clearness_score: 8.472587924584651, blurry: False, contrast_score: 0.39893254901960784, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/81640_2.png\n",
      "INFO:root:input_path: parts_vehicles/81640_2.png, clearness_score: 3.5616170982993647, blurry: True, contrast_score: 0.4209966666666667, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/17629_2.png\n",
      "INFO:root:input_path: parts_vehicles/17629_2.png, clearness_score: 4.970034346732394, blurry: True, contrast_score: 0.36781294117647056, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/79250_1.png\n",
      "INFO:root:input_path: parts_vehicles/79250_1.png, clearness_score: 4.887332204829711, blurry: True, contrast_score: 0.4682190196078432, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/12235_0.png\n",
      "INFO:root:input_path: parts_vehicles/12235_0.png, clearness_score: 2.6495785332958697, blurry: True, contrast_score: 0.45490196078431366, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/87498_0.png\n",
      "INFO:root:input_path: parts_vehicles/87498_0.png, clearness_score: 1.4824121739026965, blurry: True, contrast_score: 0.29844843137254895, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/36263_3.png\n",
      "INFO:root:input_path: parts_vehicles/36263_3.png, clearness_score: 17.68485545411965, blurry: False, contrast_score: 0.42783529411764704, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/47504_7.png\n",
      "INFO:root:input_path: parts_vehicles/47504_7.png, clearness_score: 1.9123963340781842, blurry: True, contrast_score: 0.20228862745098042, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/9471_1.png\n",
      "INFO:root:input_path: parts_vehicles/9471_1.png, clearness_score: 1.5426417533002266, blurry: True, contrast_score: 0.32143607843137256, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/21580_2.png\n",
      "INFO:root:input_path: parts_vehicles/21580_2.png, clearness_score: 2.836441164896339, blurry: True, contrast_score: 0.3099680392156863, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/60980_0.png\n",
      "INFO:root:input_path: parts_vehicles/60980_0.png, clearness_score: 11.860413037360468, blurry: False, contrast_score: 0.38233803921568627, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/80997_1.png\n",
      "INFO:root:input_path: parts_vehicles/80997_1.png, clearness_score: 60.417007493771344, blurry: False, contrast_score: 0.4150582352941176, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/36263_4.png\n",
      "INFO:root:input_path: parts_vehicles/36263_4.png, clearness_score: 14.375002061214467, blurry: False, contrast_score: 0.4159554901960784, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/31727_2.png\n",
      "INFO:root:input_path: parts_vehicles/31727_2.png, clearness_score: 2.6997015353169425, blurry: True, contrast_score: 0.26153666666666664, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/1272_3.png\n",
      "INFO:root:input_path: parts_vehicles/1272_3.png, clearness_score: 2.059650356202628, blurry: True, contrast_score: 0.39764431372549025, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/34709_3.png\n",
      "INFO:root:input_path: parts_vehicles/34709_3.png, clearness_score: 18.516606298618594, blurry: False, contrast_score: 0.4053431764705873, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/54575_0.png\n",
      "INFO:root:input_path: parts_vehicles/54575_0.png, clearness_score: 0.5864861595624388, blurry: True, contrast_score: 0.22583392156862747, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/84768_0.png\n",
      "INFO:root:input_path: parts_vehicles/84768_0.png, clearness_score: 24.48561979751841, blurry: False, contrast_score: 0.304841568627451, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/5346_0.png\n",
      "INFO:root:input_path: parts_vehicles/5346_0.png, clearness_score: 2.0893678367828636, blurry: True, contrast_score: 0.41052254901960783, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/48698_0.png\n",
      "INFO:root:input_path: parts_vehicles/48698_0.png, clearness_score: 4.680698912443456, blurry: True, contrast_score: 0.4406298039215687, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/37088_0.png\n",
      "INFO:root:input_path: parts_vehicles/37088_0.png, clearness_score: 82.5798824521931, blurry: False, contrast_score: 0.4271205882352942, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/28040_0.png\n",
      "INFO:root:input_path: parts_vehicles/28040_0.png, clearness_score: 5.960250842266628, blurry: False, contrast_score: 0.47745274509803926, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/45262_1.png\n",
      "INFO:root:input_path: parts_vehicles/45262_1.png, clearness_score: 3.845973378322647, blurry: True, contrast_score: 0.35479823529411764, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/924_2.png\n",
      "INFO:root:input_path: parts_vehicles/924_2.png, clearness_score: 3.028182977087227, blurry: True, contrast_score: 0.45220411764705887, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/2918_0.png\n",
      "INFO:root:input_path: parts_vehicles/2918_0.png, clearness_score: 4.4982877765219875, blurry: True, contrast_score: 0.39885062745098043, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/29017_1.png\n",
      "INFO:root:input_path: parts_vehicles/29017_1.png, clearness_score: 10.196973158899068, blurry: False, contrast_score: 0.35345693921568677, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/45884_0.png\n",
      "INFO:root:input_path: parts_vehicles/45884_0.png, clearness_score: 7.3263993662449565, blurry: False, contrast_score: 0.27218882352941176, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/44287_0.png\n",
      "INFO:root:input_path: parts_vehicles/44287_0.png, clearness_score: 4.531045520930242, blurry: True, contrast_score: 0.24027313725490196, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/32947_0.png\n",
      "INFO:root:input_path: parts_vehicles/32947_0.png, clearness_score: 0.8789627063002503, blurry: True, contrast_score: 0.27411588235294115, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/19653_1.png\n",
      "INFO:root:input_path: parts_vehicles/19653_1.png, clearness_score: 4.180273152073624, blurry: True, contrast_score: 0.4467949019607843, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/45502_1.png\n",
      "INFO:root:input_path: parts_vehicles/45502_1.png, clearness_score: 2.650404748514427, blurry: True, contrast_score: 0.34758666666666665, low_contrast: False\n",
      "INFO:root:processing parts_vehicles/790_1.png\n",
      "INFO:root:input_path: parts_vehicles/790_1.png, clearness_score: 5.424197667884053, blurry: False, contrast_score: 0.2763594117647059, low_contrast: False\n",
      "INFO:root:writing results to results.json\n"
     ]
    }
   ],
   "source": [
    "! python batch.py -i parts_vehicles/ -s results.json -f"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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