Dataset Viewer
Auto-converted to Parquet Duplicate
image
image
subset
string
category
string
source_path
string
n_qr_codes
int64
corners
list
expected_message
string
detection
blurred
detection/blurred/image001.jpg
1
[ [ [ 513.7313432835821, 89.85074626865672 ], [ 466.1194029850746, 295.2238805970149 ], [ 256.2686567164179, 273.5820895522388 ], [ 260.14925373134326, 77.76119402985074 ] ] ]
null
detection
blurred
detection/blurred/image002.jpg
1
[ [ [ 580.3636363636364, 344.1818181818182 ], [ 656.5454545454545, 225.45454545454547 ], [ 839.2727272727273, 277.8181818181818 ], [ 780.5454545454545, 425.27272727272725 ] ] ]
null
detection
blurred
detection/blurred/image003.jpg
1
[ [ [ 402.5373134328358, 204.32835820895522 ], [ 505.2238805970149, 446.2686567164179 ], [ 257.0149253731343, 550.8955223880597 ], [ 112.38805970149254, 314.17910447761193 ] ] ]
null
detection
blurred
detection/blurred/image004.jpg
1
[ [ [ 490.40540540540536, 187.97297297297297 ], [ 515.1351351351351, 301.7567567567567 ], [ 403.10810810810807, 325.94594594594594 ], [ 374.3243243243243, 212.83783783783784 ] ] ]
null
detection
blurred
detection/blurred/image006.jpg
1
[ [ [ 1355.7142857142856, 2694.7619047619046 ], [ 1371.904761904762, 2130.4761904761904 ], [ 2011.904761904762, 2169.5238095238096 ], [ 1956.6666666666665, 2737.6190476190477 ] ] ]
null
detection
blurred
detection/blurred/image007.jpg
1
[ [ [ 339.0163934426229, 673.6065573770492 ], [ 342.9508196721311, 531.967213114754 ], [ 502.7868852459016, 541.967213114754 ], [ 489.67213114754094, 684.4262295081967 ] ] ]
null
detection
blurred
detection/blurred/image008.jpg
1
[ [ [ 270.7692307692308, 129.23076923076923 ], [ 456.9230769230769, 266.15384615384613 ], [ 326.15384615384613, 446.9230769230769 ], [ 143.84615384615384, 300.7692307692308 ] ] ]
null
detection
blurred
detection/blurred/image009.jpg
1
[ [ [ 2289.230769230769, 1290.7692307692307 ], [ 2537.6923076923076, 1296.1538461538462 ], [ 2527.6923076923076, 1542.3076923076922 ], [ 2283.076923076923, 1530.7692307692307 ] ] ]
null
detection
blurred
detection/blurred/image010.jpg
1
[ [ [ 1837.3684210526314, 1438.9473684210525 ], [ 2001.5789473684208, 1424.7368421052631 ], [ 2016.3157894736842, 1583.157894736842 ], [ 1851.0526315789473, 1600 ] ] ]
null
detection
blurred
detection/blurred/image011.jpg
1
[ [ [ 671.631746031746, 668.7492063492064 ], [ 624.0698412698413, 204.6603174603175 ], [ 1072.304761904762, 155.65714285714287 ], [ 1122.7492063492064, 593.8031746031746 ] ] ]
null
detection
blurred
detection/blurred/image012.jpg
1
[ [ [ 823.3333333333333, 413.8095238095238 ], [ 1010, 409.04761904761904 ], [ 1018.0952380952381, 594.7619047619047 ], [ 827.6190476190476, 600.952380952381 ] ] ]
null
detection
blurred
detection/blurred/image013.jpg
1
[ [ [ 58.91891891891892, 40.54054054054054 ], [ 247.56756756756755, 35.4054054054054 ], [ 253.5135135135135, 220.8108108108108 ], [ 62.16216216216216, 226.48648648648648 ] ] ]
null
detection
blurred
detection/blurred/image014.jpg
1
[ [ [ 141.9672131147541, 180.1639344262295 ], [ 211.63934426229505, 184.75409836065572 ], [ 211.80327868852459, 263.7704918032787 ], [ 140.98360655737704, 259.50819672131144 ] ] ]
null
detection
blurred
detection/blurred/image022.jpg
2
[ [ [ 459.7629407351838, 3293.959489872468 ], [ 465.8124531132783, 1279.4718679669918 ], [ 2428.8792198049514, 1285.5213803450863 ], [ 2468.201050262566, 3278.8357089272317 ] ], [ [ 459.7629407351838, 3293.959489872468...
null
detection
blurred
detection/blurred/image023.jpg
1
[ [ [ 320.62415603900973, 3109.449362340585 ], [ 713.8424606151538, 1122.1845461365342 ], [ 2655.735933983496, 1509.3533383345837 ], [ 2295.789947486872, 3484.519129782446 ] ] ]
null
detection
blurred
detection/blurred/image024.jpg
1
[ [ [ 36.297074268567144, 2604.3150787696927 ], [ 964.8972243060765, 707.7929482370592 ], [ 2834.1965491372844, 1627.3188297074269 ], [ 1947.9429857464368, 3520.816204051013 ] ] ]
null
detection
blurred
detection/blurred/image028.jpg
1
[ [ [ 574, 298 ], [ 1014, 523 ], [ 819, 987 ], [ 351, 764 ] ] ]
null
detection
blurred
detection/blurred/image029.jpg
1
[ [ [ 842.7272727272726, 436.3636363636363 ], [ 766.3636363636363, 865.4545454545454 ], [ 282.7272727272727, 850.9090909090909 ], [ 340, 410.9090909090909 ] ] ]
null
detection
blurred
detection/blurred/image030.jpg
1
[ [ [ 1841.4028050017391, 2180.982488948819 ], [ 2318.8035322244123, 2216.5033763909823 ], [ 2313.120190233666, 2730.845826553505 ], [ 1827.1944500248737, 2709.533294088207 ] ] ]
null
detection
blurred
detection/blurred/image031.jpg
1
[ [ [ 1298.004268911527, 2234.9742378609076 ], [ 1743.279905531508, 2561.62431877904 ], [ 1411.472191756773, 3022.3728539688273 ], [ 940.4083908537818, 2692.284351146293 ] ] ]
null
detection
blurred
detection/blurred/image032.jpg
1
[ [ [ 915.3079109516519, 2771.094700406126 ], [ 2059.442799641217, 2588.0331182157956 ], [ 1938.1645014401229, 1459.9161179678847 ], [ 766.5703754220084, 1562.8882579499457 ] ] ]
null
detection
blurred
detection/blurred/image033.jpg
1
[ [ [ 711.2408759124088, 1471.5328467153286 ], [ 853.4890510948906, 2746.8613138686133 ], [ 2048.001450754321, 2562.8621506646255 ], [ 1933.5879618853646, 1370.6735966500987 ] ] ]
null
detection
blurred
detection/blurred/image034.jpg
1
[ [ [ 91.81751824817518, 1130.229927007299 ], [ 979.3868613138685, 1587.1313868613136 ], [ 1414.42700729927, 754.2153284671532 ], [ 585.883211678832, 262.33576642335765 ] ] ]
null
detection
blurred
detection/blurred/image035.jpg
1
[ [ [ 931.5620437956205, 1064.851581508516 ], [ 177.23114355231144, 972.5742092457422 ], [ 251.93187347931874, 247.53771289537713 ], [ 1010.6569343065694, 282.69099756690997 ] ] ]
null
detection
blurred
detection/blurred/image036.jpg
1
[ [ [ 235.39483394833948, 959.5608856088561 ], [ 369.4391143911439, 227.22140221402213 ], [ 1095.239852398524, 268.08856088560884 ], [ 1072.3542435424354, 1029.8523985239851 ] ] ]
null
detection
blurred
detection/blurred/image037.jpg
1
[ [ [ 107, 432 ], [ 168, 97 ], [ 498, 120 ], [ 482, 471 ] ] ]
null
detection
blurred
detection/blurred/image038.jpg
1
[ [ [ 157, 551 ], [ 353, 238 ], [ 680, 425 ], [ 489, 742 ] ] ]
null
detection
blurred
detection/blurred/image039.jpg
1
[ [ [ 310.96774193548384, 404.19354838709677 ], [ 307.4193548387097, 309.35483870967744 ], [ 401.93548387096774, 307.09677419354836 ], [ 407.4193548387097, 402.9032258064516 ] ] ]
null
detection
blurred
detection/blurred/image040.jpg
1
[ [ [ 306.7647058823529, 425.5882352941176 ], [ 312.9411764705882, 327.35294117647055 ], [ 412.35294117647055, 332.0588235294117 ], [ 409.1176470588235, 432.0588235294117 ] ] ]
null
detection
blurred
detection/blurred/image041.jpg
1
[ [ [ 292.94117647058823, 377.0588235294117 ], [ 473.52941176470586, 294.1176470588235 ], [ 562.3529411764705, 474.1176470588235 ], [ 379.4117647058823, 568.8235294117646 ] ] ]
null
detection
blurred
detection/blurred/image042.jpg
1
[ [ [ 43.23529411764705, 240.2941176470588 ], [ 55.58823529411764, 43.8235294117647 ], [ 245.2941176470588, 53.52941176470588 ], [ 240.58823529411762, 250.58823529411762 ] ] ]
null
detection
close
detection/close/image001.jpg
1
[ [ [ 120.83333333333331, 534.9999999999999 ], [ 1385.833333333333, 550.8333333333333 ], [ 1415.833333333333, 1805.833333333333 ], [ 103.07692307692308, 1842.2555254198164 ] ] ]
null
detection
close
detection/close/image002.jpg
1
[ [ [ 240.65600031128056, 1069.7000190047668 ], [ 2771.2545586506053, 1102.564935346836 ], [ 2829.563281192986, 3611.9603218525676 ], [ 205.6707667858521, 3682.679508323121 ] ] ]
null
detection
close
detection/close/image003.jpg
1
[ [ [ 1018.2288953152835, 988.7375096277981 ], [ 2753.564116294684, 1614.265321841303 ], [ 2191.6756100383845, 3352.70489920886 ], [ 386.4923703254658, 2779.9511455940133 ] ] ]
null
detection
close
detection/close/image004.jpg
1
[ [ [ 1299.090909090909, 814.5454545454545 ], [ 2812.7272727272725, 1874.5454545454545 ], [ 1818.181818181818, 3410.9090909090905 ], [ 209.99999999999997, 2376.363636363636 ] ] ]
null
detection
close
detection/close/image005.jpg
1
[ [ [ 1655, 802 ], [ 2834, 2296 ], [ 1434, 3532 ], [ 119.80000000000001, 2074.150000000026 ] ] ]
null
detection
close
detection/close/image006.jpg
1
[ [ [ 2063.6363636363635, 792.7272727272726 ], [ 2641.8181818181815, 2626.363636363636 ], [ 890.9090909090909, 3355.454545454545 ], [ 109.07293524575469, 1471.2837210504595 ] ] ]
null
detection
close
detection/close/image007.jpg
1
[ [ [ 2634.5454545454545, 656.3636363636363 ], [ 2699.090909090909, 3193.6363636363635 ], [ 194.54545454545453, 3284.5454545454545 ], [ 97.66765109830475, 730.1378402838208 ] ] ]
null
detection
close
detection/close/image008.jpg
1
[ [ [ 226.36363636363635, 3684.545454545454 ], [ 224.54545454545453, 1104.5454545454545 ], [ 2758.181818181818, 979.090909090909 ], [ 2917.842938007229, 3674.238871718021 ] ] ]
null
detection
close
detection/close/image009.jpg
1
[ [ [ 94.35411465948886, 3211.22037419766 ], [ 586.2677011988465, 901.1348029277025 ], [ 2871.9696248601717, 1250.987138181987 ], [ 2515.786216566071, 3704.1406893428584 ] ] ]
null
detection
close
detection/close/image010.jpg
1
[ [ [ 93.2939560678092, 1901.924513473292 ], [ 1693.073270912401, 779.2165648845428 ], [ 2829.563281192986, 2280.4011307029273 ], [ 1305.055226357649, 3522.9070001514774 ] ] ]
null
detection
close
detection/close/image011.jpg
1
[ [ [ 148.33333333333331, 1229.9999999999998 ], [ 2124.9999999999995, 769.1666666666665 ], [ 2676.666666666666, 2639.166666666666 ], [ 721.1600000000007, 3292.4100000000003 ] ] ]
null
detection
close
detection/close/image012.jpg
1
[ [ [ 191.25260993900886, 606.4107144407599 ], [ 2650.714526776629, 613.4077611458455 ], [ 2769.664320763086, 2981.9080708173515 ], [ 273.1833621577589, 3186.6218324424963 ] ] ]
null
detection
close
detection/close/image013.jpg
1
[ [ [ 187.27272727272725, 3459.9999999999995 ], [ 271.8181818181818, 858.1818181818181 ], [ 2855.454545454545, 845.4545454545454 ], [ 2869.090909090909, 3539.9999999999995 ] ] ]
null
detection
close
detection/close/image014.jpg
1
[ [ [ 113.33333333333333, 2962.6666666666665 ], [ 656, 693.3333333333334 ], [ 2896, 1167.3333333333333 ], [ 2438.6666666666665, 3476.6666666666665 ] ] ]
null
detection
close
detection/close/image015.jpg
1
[ [ [ 38.33333333333333, 2648.333333333333 ], [ 1038.3333333333333, 733.3333333333333 ], [ 2939.9999999999995, 1661.6666666666665 ], [ 2010.833333333333, 3636.666666666666 ] ] ]
null
detection
close
detection/close/image016.jpg
1
[ [ [ 55.45454545454545, 2233.6363636363635 ], [ 1559.090909090909, 908.1818181818181 ], [ 2912.7272727272725, 2345.454545454545 ], [ 1431.8181818181818, 3778.181818181818 ] ] ]
null
detection
close
detection/close/image017.jpg
1
[ [ [ 64.16666666666666, 1699.9999999999998 ], [ 1924.9999999999998, 763.3333333333333 ], [ 2929.166666666666, 2569.9999999999995 ], [ 1043.3333333333333, 3622.4999999999995 ] ] ]
null
detection
close
detection/close/image018.jpg
1
[ [ [ 179.16666666666663, 1214.1666666666665 ], [ 2278.333333333333, 681.6666666666665 ], [ 2883.333333333333, 2739.9999999999995 ], [ 742.4999999999999, 3375.833333333333 ] ] ]
null
detection
close
detection/close/image019.jpg
1
[ [ [ 295.38461538461536, 645.3846153846154 ], [ 2667.6923076923076, 615.3846153846154 ], [ 2753.846153846154, 2948.4615384615386 ], [ 355.38461538461536, 3060 ] ] ]
null
detection
close
detection/close/image020.jpg
1
[ [ [ 235.3552073528823, 3501.703828317884 ], [ 571.4254809153314, 1338.980301291398 ], [ 2568.764267639792, 1309.2958607243677 ], [ 2988.5870699449347, 3497.4631939511673 ] ] ]
null
detection
close
detection/close/image021.jpg
1
[ [ [ 226.15384615384613, 3638.461538461538 ], [ 570.7692307692307, 1734.6153846153845 ], [ 2336.9230769230767, 1662.3076923076922 ], [ 2831.4684615384654, 3491.5615384615517 ] ] ]
null
detection
close
detection/close/image022.jpg
1
[ [ [ 92, 2717 ], [ 1190, 1372 ], [ 2835, 1872 ], [ 2255.638190000001, 3738.348180000002 ] ] ]
null
detection
close
detection/close/image023.jpg
1
[ [ [ 63.1578947368421, 875.7894736842105 ], [ 2031.0526315789473, 921.0526315789473 ], [ 2718.333333333333, 2655.833333333333 ], [ 164.34616666666662, 3110.676900000001 ] ] ]
null
detection
close
detection/close/image024.jpg
1
[ [ [ 3.6363636363636362, 3262.7272727272725 ], [ 808.1818181818181, 1373.6363636363635 ], [ 2740, 1515.4545454545453 ], [ 2744.5556154425176, 3787.141522189235 ] ] ]
null
detection
close
detection/close/image025.jpg
1
[ [ [ 7.142857142857142, 113.67346938775509 ], [ 17.857142857142854, 53.77551020408163 ], [ 73.97959183673468, 51.93877551020408 ], [ 89.08163265306122, 110.20408163265306 ] ] ]
null
detection
close
detection/close/image026.jpg
1
[ [ [ 72, 3420 ], [ 801, 1671 ], [ 2615, 1744 ], [ 2935, 3690 ] ] ]
null
detection
close
detection/close/image027.jpg
1
[ [ [ 1642.3076923076922, 3897.6923076923076 ], [ 49.26829268292682, 2491.9512195121947 ], [ 1447.5609756097558, 1630.4878048780486 ], [ 2923.235294117647, 2282.6470588235293 ] ] ]
null
detection
close
detection/close/image028.jpg
1
[ [ [ 2203.076923076923, 3777.6923076923076 ], [ 101.42857142857143, 2913.809523809524 ], [ 1193.8235294117646, 1819.1176470588234 ], [ 2718.5294117647054, 2134.705882352941 ] ] ]
null
detection
close
detection/close/image029.jpg
1
[ [ [ 60.298507462686565, 268.2089552238806 ], [ 693.7313432835821, 275.2238805970149 ], [ 707.7611940298507, 903.2835820895522 ], [ 51.7910447761194, 921.044776119403 ] ] ]
null
detection
close
detection/close/image030.jpg
1
[ [ [ 29.579831932773107, 133.78151260504202 ], [ 347.1428571428571, 137.56302521008402 ], [ 354.3697478991597, 452.10084033613447 ], [ 25.630252100840334, 459.74789915966386 ] ] ]
null
detection
close
detection/close/image031.jpg
1
[ [ [ 47.027027027027025, 950.8108108108107 ], [ 846.2162162162161, 390 ], [ 1416, 1141.2 ], [ 652.4000000000027, 1761.6769230769207 ] ] ]
null
detection
close
detection/close/image032.jpg
1
[ [ [ 22.786885245901637, 475.2459016393442 ], [ 422.9508196721311, 194.59016393442622 ], [ 708.0597014925373, 570.8955223880596 ], [ 326, 880.8888888888889 ] ] ]
null
detection
close
detection/close/image033.jpg
1
[ [ [ 11.428571428571427, 237.6530612244898 ], [ 211.42857142857142, 97.14285714285714 ], [ 354.2857142857143, 285.1020408163265 ], [ 162.95918367346928, 440.6122448979589 ] ] ]
null
detection
close
detection/close/image034.jpg
1
[ [ [ 88.94736842105263, 607.3684210526316 ], [ 1139.642857142857, 340.71428571428567 ], [ 1442.142857142857, 1369.9999999999998 ], [ 369.99999999999994, 1687.941176470588 ] ] ]
null
detection
close
detection/close/image035.jpg
1
[ [ [ 44.32835820895522, 303.4328358208955 ], [ 569.7014925373135, 170 ], [ 721.4925373134328, 684.9253731343283 ], [ 184.83146067415728, 844.1573033707865 ] ] ]
null
detection
close
detection/close/image036.jpg
1
[ [ [ 22.22222222222222, 151.85185185185185 ], [ 284.9074074074074, 84.53703703703704 ], [ 361.1111111111111, 342.8703703703703 ], [ 92.31481481481481, 422.2222222222222 ] ] ]
null
detection
close
detection/close/image037.jpg
1
[ [ [ 113.1578947368421, 1817.8947368421052 ], [ 285.48387096774195, 868.3870967741935 ], [ 1168.0645161290322, 830.9677419354839 ], [ 1415.9885425901928, 1749.3896201323053 ] ] ]
null
detection
close
detection/close/image038.jpg
1
[ [ [ 56.486486486486484, 909.1891891891892 ], [ 142.16216216216216, 433.5135135135135 ], [ 584.1818181818181, 416 ], [ 707.655844155845, 874.1558441558425 ] ] ]
null
detection
close
detection/close/image039.jpg
1
[ [ [ 28.208955223880597, 454.4776119402985 ], [ 71.04477611940298, 216.71641791044775 ], [ 292.08955223880594, 207.76119402985074 ], [ 353.7313432835819, 437.1641791044773 ] ] ]
null
detection
close
detection/close/image040.jpg
1
[ [ [ 14.269662921348313, 227.07865168539325 ], [ 35.50561797752809, 107.86516853932584 ], [ 145.95505617977528, 103.70786516853933 ], [ 177.19101123595502, 218.53932584269654 ] ] ]
null
detection
curved
detection/curved/image001.png
1
[ [ [ 334.9180327868852, 194.4262295081967 ], [ 389.18032786885243, 105.57377049180327 ], [ 469.0163934426229, 164.75409836065572 ], [ 421.80327868852453, 254.26229508196718 ] ] ]
null
detection
curved
detection/curved/image002.png
1
[ [ [ 249.55223880597015, 220.8955223880597 ], [ 257.1641791044776, 125.07462686567163 ], [ 352.5373134328358, 132.53731343283582 ], [ 344.3283582089552, 228.65671641791045 ] ] ]
null
detection
curved
detection/curved/image003.png
1
[ [ [ 201.31147540983605, 183.93442622950818 ], [ 210.98360655737704, 82.1311475409836 ], [ 313.44262295081967, 94.59016393442622 ], [ 299.67213114754094, 195.73770491803276 ] ] ]
null
detection
curved
detection/curved/image004.png
1
[ [ [ 86.8, 267.4 ], [ 111.2, 134 ], [ 240, 153.6 ], [ 221.8, 279.2 ] ] ]
null
detection
curved
detection/curved/image005.png
1
[ [ [ 309.50819672131144, 164.59016393442622 ], [ 321.8032786885246, 33.114754098360656 ], [ 450.983606557377, 44.75409836065573 ], [ 433.9344262295082, 173.27868852459014 ] ] ]
null
detection
curved
detection/curved/image006.jpg
1
[ [ [ 3008.181818181818, 1460.9090909090908 ], [ 2636.363636363636, 1637.2727272727273 ], [ 2546.363636363636, 1369.090909090909 ], [ 2885.454545454545, 1195.4545454545453 ] ] ]
null
detection
curved
detection/curved/image007.jpg
1
[ [ [ 585.6539682539682, 1203.9396825396825 ], [ 668.0920634920634, 719.6158730158729 ], [ 1188.4825396825397, 815.7936507936507 ], [ 1088.8698412698411, 1313.8571428571427 ] ] ]
null
detection
curved
detection/curved/image008.jpg
1
[ [ [ 429.80317460317457, 635.5111111111111 ], [ 336.7174603174603, 329.8222222222222 ], [ 626.3174603174602, 263.16825396825396 ], [ 721.7015873015872, 550.4698412698413 ] ] ]
null
detection
curved
detection/curved/image009.jpg
1
[ [ [ 212, 262 ], [ 204.4, 121.6 ], [ 336.8, 116 ], [ 345.2, 254 ] ] ]
null
detection
curved
detection/curved/image010.jpg
1
[ [ [ 566.3157894736842, 1104.7368421052631 ], [ 827.8947368421052, 1153.157894736842 ], [ 780.5263157894736, 1404.2105263157894 ], [ 530, 1349.4736842105262 ] ] ]
null
detection
curved
detection/curved/image011.jpg
1
[ [ [ 2429.068847397089, 1822.8361623141698 ], [ 1617.9998625762553, 1938.7031601457174 ], [ 1506.2709718101198, 1040.7339269512229 ], [ 2230.4397082572928, 1082.114997605347 ] ] ]
null
detection
curved
detection/curved/image012.jpg
1
[ [ [ 2634.895370350881, 1860.7491199469052 ], [ 1899.611883521402, 1955.5742630686775 ], [ 1876.294225376704, 1123.9111225744466 ], [ 2549.397290486988, 1119.247590945507 ] ] ]
null
detection
curved
detection/curved/image013.jpg
1
[ [ [ 2372.748365148366, 1988.3603036115253 ], [ 1684.524152029096, 2037.8220027063394 ], [ 1743.8781909428728, 1366.556086419577 ], [ 2406.6649588133814, 1332.6394927545618 ] ] ]
null
detection
curved
detection/curved/image014.jpg
1
[ [ [ 2253.397927592308, 1627.7395520293355 ], [ 1662.4269773685558, 1891.1070407160078 ], [ 1426.0385972790548, 1203.7821312166436 ], [ 1999.023475104693, 1035.483882348575 ] ] ]
null
detection
curved
detection/curved/image025.jpg
1
[ [ [ 1819.152843459622, 2669.7464938144626 ], [ 1103.5986959895831, 2666.6421374263064 ], [ 1111.359586959974, 1943.3270989858763 ], [ 1826.9137344300132, 1954.1923463444234 ] ] ]
null
detection
curved
detection/curved/image026.jpg
1
[ [ [ 2820.0122957137733, 1541.6633484097888 ], [ 2240.2959126340593, 1595.8126808952566 ], [ 2159.6027897145386, 1159.432766159428 ], [ 2681.9845854566984, 1119.0862046996676 ] ] ]
null
detection
curved
detection/curved/image027.jpg
1
[ [ [ 678.4, 1292 ], [ 703.6, 1118.8 ], [ 884, 1146.4 ], [ 857.6, 1315.6 ] ] ]
null
detection
curved
detection/curved/image028.jpg
1
[ [ [ 756.6666666666666, 1246.6666666666665 ], [ 780.952380952381, 1072.857142857143 ], [ 956.1904761904761, 1090.4761904761904 ], [ 923.8095238095237, 1255.7142857142856 ] ] ]
null
detection
curved
detection/curved/image029.jpg
1
[ [ [ 1496.1290322580644, 2317.4193548387098 ], [ 1541.2903225806451, 2182.9032258064517 ], [ 1679.6774193548385, 2230.6451612903224 ], [ 1634.516129032258, 2364.8387096774195 ] ] ]
null
detection
curved
detection/curved/image030.jpg
1
[ [ [ 911.6666666666665, 1055.8333333333333 ], [ 872.4999999999999, 659.1666666666665 ], [ 1260.8333333333333, 627.4999999999999 ], [ 1309.1666666666665, 1027.4999999999998 ] ] ]
null
detection
curved
detection/curved/image031.jpg
1
[ [ [ 1412.48215661114, 2909.628578353817 ], [ 1347.5728866769616, 2462.319044242197 ], [ 1780.7717099333254, 2412.9315562488005 ], [ 1856.9695485517086, 2850.363592761741 ] ] ]
null
detection
curved
detection/curved/image032.jpg
1
[ [ [ 1380, 2514 ], [ 1082, 2164 ], [ 1416, 1888 ], [ 1710, 2258 ] ] ]
null
detection
curved
detection/curved/image033.jpg
1
[ [ [ 358.3783783783784, 739.1891891891892 ], [ 342.97297297297297, 626.2162162162161 ], [ 452.7027027027027, 612.4324324324324 ], [ 470.27027027027026, 722.9729729729729 ] ] ]
null
detection
curved
detection/curved/image034.jpg
1
[ [ [ 350.5882352941176, 638.5294117647059 ], [ 274.99999999999994, 549.7058823529411 ], [ 359.1176470588235, 479.7058823529411 ], [ 434.1176470588235, 572.3529411764705 ] ] ]
null
detection
curved
detection/curved/image035.jpg
1
[ [ [ 279.6774193548387, 676.7741935483871 ], [ 280.96774193548384, 494.83870967741933 ], [ 464.51612903225805, 496.7741935483871 ], [ 461.93548387096774, 677.741935483871 ] ] ]
null
detection
curved
detection/curved/image036.jpg
1
[ [ [ 376.0975609756097, 715.8536585365853 ], [ 362.43902439024384, 569.5121951219511 ], [ 472.92682926829264, 548.780487804878 ], [ 483.65853658536577, 682.1951219512194 ] ] ]
null
detection
curved
detection/curved/image037.jpg
1
[ [ [ 748.0487804878048, 1158.5365853658534 ], [ 770.9756097560975, 1091.4634146341461 ], [ 840.2439024390243, 1115.3658536585365 ], [ 817.0731707317073, 1181.951219512195 ] ] ]
null
detection
curved
detection/curved/image038.jpg
1
[ [ [ 436.31578947368416, 501.57894736842104 ], [ 414.7368421052631, 314.2105263157895 ], [ 600.5263157894736, 297.89473684210526 ], [ 623.6842105263157, 489.4736842105263 ] ] ]
null
detection
curved
detection/curved/image039.jpg
1
[ [ [ 1571.1550328692413, 2866.6688319017735 ], [ 1562.673764135804, 2421.4022233963206 ], [ 2054.587350675162, 2368.394293812338 ], [ 2045.0459233500449, 2801.999157809315 ] ] ]
null
End of preview. Expand in Data Studio

BoofCV QR Singles

The single-symbol subset of devmandan/boofcv-qr-images-v2 — the BoofCV QR benchmark mirror — with every image that shows evidence of two or more QR symbols removed. It exists for single-symbol decode benchmarking: on these images a multi-symbol decode pass and a single-symbol decode pass are expected to agree, so decoders can be compared without multi-symbol handling in the denominator.

322 images kept of 487 at parent revision 2df7bca06c0c (the parent pin this subset was derived from; 132 excluded by the revision-1 rule, 33 more by operator visual review — see “Revision 2” below). Every kept image is byte-identical to the parent's file, under the same filename; the annotation rows (data/metadata.jsonl) and the derived-truth sidecar rows (derived_gt/derived_gt.jsonl) are copied verbatim from the parent at that revision, filtered to the kept images. Nothing was re-annotated, re-keyed or re-derived.

Revision 2 — operator visual review (2026-09-03)

Every kept image of revision 1 (7055ee66fb4c) was reviewed visually by the operator, one image at a time, highest-risk first (the annotated-multi keeps, then the kept-no-truth images, then the truth singles). 33 images judged to show two or more QR symbols are excluded; the evidence for each is operator visual review — the operator's eyes on the full-resolution image, which outranks the absence-of-evidence rule that kept them in revision 1.

After this revision: 322 images kept (266 with payload truth, 56 without). Of the 34 annotated-multi keeps disclosed on the revision-1 card, 33 are excluded here and 1 remains, confirmed single-symbol by eye. Survivor images, metadata rows and sidecar records are byte-identical to revision 1; the revision-1 rule below and its full excluded list are retained unchanged.

image id n_qr stratum evidence
detection_blurred_image015 2 detection_blurred operator visual review
detection_blurred_image019 3 detection_blurred operator visual review
detection_blurred_image020 3 detection_blurred operator visual review
detection_blurred_image021 3 detection_blurred operator visual review
detection_blurred_image025 3 detection_blurred operator visual review
detection_blurred_image026 2 detection_blurred operator visual review
detection_blurred_image027 2 detection_blurred operator visual review
detection_bright_spots_image013 4 detection_bright_spots operator visual review
detection_bright_spots_image014 3 detection_bright_spots operator visual review
detection_bright_spots_image017 3 detection_bright_spots operator visual review
detection_bright_spots_image032 3 detection_bright_spots operator visual review
detection_brightness_image014 3 detection_brightness operator visual review
detection_brightness_image017 3 detection_brightness operator visual review
detection_brightness_image021 3 detection_brightness operator visual review
detection_curved_image018 2 detection_curved operator visual review
detection_curved_image019 2 detection_curved operator visual review
detection_curved_image020 2 detection_curved operator visual review
detection_curved_image021 2 detection_curved operator visual review
detection_curved_image022 2 detection_curved operator visual review
detection_curved_image023 2 detection_curved operator visual review
detection_curved_image024 2 detection_curved operator visual review
detection_glare_image007 2 detection_glare operator visual review
detection_glare_image010 2 detection_glare operator visual review
detection_nominal_image001 2 detection_nominal operator visual review
detection_nominal_image002 2 detection_nominal operator visual review
detection_nominal_image026 2 detection_nominal operator visual review
detection_nominal_image027 2 detection_nominal operator visual review
detection_nominal_image028 2 detection_nominal operator visual review
detection_nominal_image029 2 detection_nominal operator visual review
detection_nominal_image031 2 detection_nominal operator visual review
detection_nominal_image045 2 detection_nominal operator visual review
detection_nominal_image046 2 detection_nominal operator visual review
detection_nominal_image047 2 detection_nominal operator visual review

The exclusion rule

Truth authority is the parent at revision 2df7bca06c0c: the 26 published decoding payloads plus the peer-consensus derived-truth sidecar published there (410 images carry payload truth at that pin; 77 carry none).

  1. Excluded — truth-multi (115 images): every image whose established payload truth at the parent pin contains >= 2 distinct payloads. (All 26 decoding images are single-symbol; all 115 come from the derived-truth sidecar.)
  2. Excluded — evidence-multi (17 images): of the 77 images with no payload truth, every one with measured evidence of >= 2 symbols in the maintainers' benchmark result rows: >= 2 distinct payloads decoded from the image by a multi-symbol decode pass, or a detection count >= 2 reported by an independent decoder (the decoders named per image below). Ambiguity leans exclude — this set is for single-symbol benchmarking.
  3. Kept (355 images): the 295 images whose truth is a single payload (26 published + 269 derived), and the 60 no-truth images with zero measured evidence of a second symbol. The no-truth images remain honest no-ground-truth benchables, exactly as in the parent.

Composition notes (read before treating "kept" as "proven single")

  • Exclusion is evidence-driven, not annotation-driven. 34 kept images carry a corner-quad annotation of >= 2 QR instances (n_qr_codes) while at most one payload was ever established or measured on them: 30 have single-payload partial truth (the sidecar marks them complete: false, so an extra decode there is unverifiable, never false) and 4 have no truth and no measured second symbol (detection_blurred_image015, detection_blurred_image019, detection_blurred_image020, detection_blurred_image021). A benchmark that needs annotation-certain singles should additionally filter on n_qr_codes == 1.
  • The detection_rotations and detection_lots categories are excluded entirely (44 + 7 images): every one of their images has multi-symbol truth.

Categories at this revision

category parent kept excluded
decoding 26 26 0
nominal 65 52 13
glare 50 47 3
curved 49 39 10
rotations 44 0 44
blurred 42 31 11
close 40 40 0
damaged 34 31 3
bright_spots 32 0 32
brightness 28 0 28
pathological 23 23 0
monitor 17 17 0
noncompliant 16 6 10
shadows 14 10 4
lots 7 0 7

Fields

Identical to the parent (image, subset, category, corners, n_qr_codes, expected_message, source_path) — see devmandan/boofcv-qr-images-v2 for the field notes and the corner-format parsing note. data/metadata.jsonl carries the parent's rows for the kept images, byte-for-byte.

Derived ground truth

derived_gt/derived_gt.jsonl is the parent's peer-consensus sidecar filtered to the kept images: 240 image records and the 44 payload records they establish (47 with payload text, 1 as digest only where an identifier detector fired), each copied byte-for-byte from the sidecar published in the parent repository at 2df7bca06c0c. Only the header record differs from the parent's: it names this repository, records the data-file inventory of this repository (so a loader can refuse a sidecar derived from other bytes), and states the filter in a filtered_from block; its derivation-time statistics (panel, yield, corroboration, privacy scan) are the parent derivation's and are retained verbatim for provenance.

The truth is DERIVED by decoder consensus (per-image leave-one-out, quorum 2), not published by the dataset's authors — agreement between independent implementations is strong evidence, not proof. Benchmarks using it should mark it as derived. Every kept image's record establishes exactly one payload; 1 records are complete: false (the annotation counts more symbol instances than the one established payload).

Excluded images — the full list (132)

All 132 excluded image ids, with the evidence per exclusion

n_qr is the parent's annotated instance count. Every excluded image also carries n_qr >= 2 — the evidence and the annotation agree on every exclusion.

image id n_qr class evidence
detection_blurred_image005 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads
detection_blurred_image016 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads; boofcv: 8 detections
detection_blurred_image017 3 truth-multi truth: 3 established payloads
detection_blurred_image018 3 truth-multi truth: 2 established payloads
detection_bright_spots_image001 3 truth-multi truth: 2 established payloads
detection_bright_spots_image002 3 truth-multi truth: 3 established payloads
detection_bright_spots_image003 3 truth-multi truth: 3 established payloads
detection_bright_spots_image004 3 truth-multi truth: 3 established payloads
detection_bright_spots_image005 3 truth-multi truth: 3 established payloads
detection_bright_spots_image006 3 truth-multi truth: 3 established payloads
detection_bright_spots_image007 3 truth-multi truth: 3 established payloads
detection_bright_spots_image008 3 truth-multi truth: 3 established payloads
detection_bright_spots_image009 3 truth-multi truth: 3 established payloads
detection_bright_spots_image010 3 truth-multi truth: 3 established payloads
detection_bright_spots_image011 3 truth-multi truth: 2 established payloads
detection_bright_spots_image012 3 truth-multi truth: 3 established payloads
detection_bright_spots_image015 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads
detection_bright_spots_image016 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads
detection_bright_spots_image018 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads; boofcv: 5 detections
detection_bright_spots_image019 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads; boofcv: 2 detections; opencv: 2 detections
detection_bright_spots_image020 3 truth-multi truth: 2 established payloads
detection_bright_spots_image021 3 truth-multi truth: 3 established payloads
detection_bright_spots_image022 3 truth-multi truth: 2 established payloads
detection_bright_spots_image023 3 truth-multi truth: 2 established payloads
detection_bright_spots_image024 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads
detection_bright_spots_image025 3 truth-multi truth: 2 established payloads
detection_bright_spots_image026 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads
detection_bright_spots_image027 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads; apple-vision: 3 detections
detection_bright_spots_image028 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads; apple-vision: 3 detections
detection_bright_spots_image029 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads; apple-vision: 3 detections
detection_bright_spots_image030 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads
detection_bright_spots_image031 3 evidence-multi multi-symbol decode pass: >=2 distinct payloads
detection_brightness_image001 3 truth-multi truth: 3 established payloads
detection_brightness_image002 4 truth-multi truth: 3 established payloads
detection_brightness_image003 3 truth-multi truth: 3 established payloads
detection_brightness_image004 3 truth-multi truth: 3 established payloads
detection_brightness_image005 3 truth-multi truth: 3 established payloads
detection_brightness_image006 3 truth-multi truth: 3 established payloads
detection_brightness_image007 3 truth-multi truth: 3 established payloads
detection_brightness_image008 3 truth-multi truth: 3 established payloads
detection_brightness_image009 3 truth-multi truth: 3 established payloads
detection_brightness_image010 3 truth-multi truth: 3 established payloads
detection_brightness_image011 3 truth-multi truth: 3 established payloads
detection_brightness_image012 3 truth-multi truth: 2 established payloads
detection_brightness_image013 3 truth-multi truth: 3 established payloads
detection_brightness_image015 3 truth-multi truth: 3 established payloads
detection_brightness_image016 3 truth-multi truth: 3 established payloads
detection_brightness_image018 3 truth-multi truth: 3 established payloads
detection_brightness_image019 3 truth-multi truth: 2 established payloads
detection_brightness_image020 3 evidence-multi boofcv: 5 detections; opencv-aruco: 2 detections
detection_brightness_image022 3 truth-multi truth: 3 established payloads
detection_brightness_image023 3 truth-multi truth: 3 established payloads
detection_brightness_image024 3 truth-multi truth: 3 established payloads
detection_brightness_image025 3 truth-multi truth: 3 established payloads
detection_brightness_image026 3 truth-multi truth: 3 established payloads
detection_brightness_image027 3 truth-multi truth: 3 established payloads
detection_brightness_image028 3 truth-multi truth: 3 established payloads
detection_curved_image015 2 truth-multi truth: 2 established payloads
detection_curved_image016 2 evidence-multi apple-vision: 2 detections; boofcv: 2 detections
detection_curved_image017 2 evidence-multi boofcv: 4 detections; opencv-aruco: 2 detections
detection_damaged_image002 3 truth-multi truth: 2 established payloads
detection_damaged_image003 3 truth-multi truth: 3 established payloads
detection_damaged_image004 3 truth-multi truth: 3 established payloads
detection_glare_image009 2 evidence-multi boofcv: 2 detections
detection_lots_image001 60 truth-multi truth: 14 established payloads
detection_lots_image002 60 truth-multi truth: 14 established payloads
detection_lots_image003 60 truth-multi truth: 14 established payloads
detection_lots_image004 60 truth-multi truth: 14 established payloads
detection_lots_image005 60 truth-multi truth: 14 established payloads
detection_lots_image006 60 truth-multi truth: 14 established payloads
detection_lots_image007 60 truth-multi truth: 14 established payloads
detection_nominal_image003 2 truth-multi truth: 2 established payloads
detection_nominal_image004 2 truth-multi truth: 2 established payloads
detection_nominal_image040 2 truth-multi truth: 2 established payloads
detection_noncompliant_image001 2 truth-multi truth: 2 established payloads
detection_noncompliant_image002 2 truth-multi truth: 2 established payloads
detection_noncompliant_image003 2 truth-multi truth: 2 established payloads
detection_noncompliant_image004 2 truth-multi truth: 2 established payloads
detection_noncompliant_image009 2 truth-multi truth: 2 established payloads
detection_noncompliant_image010 2 truth-multi truth: 2 established payloads
detection_noncompliant_image011 2 truth-multi truth: 2 established payloads
detection_noncompliant_image012 2 truth-multi truth: 2 established payloads
detection_noncompliant_image013 2 truth-multi truth: 2 established payloads
detection_noncompliant_image014 2 truth-multi truth: 2 established payloads
detection_rotations_image001 3 truth-multi truth: 3 established payloads
detection_rotations_image002 3 truth-multi truth: 3 established payloads
detection_rotations_image003 3 truth-multi truth: 3 established payloads
detection_rotations_image004 3 truth-multi truth: 3 established payloads
detection_rotations_image005 3 truth-multi truth: 3 established payloads
detection_rotations_image006 3 truth-multi truth: 3 established payloads
detection_rotations_image007 3 truth-multi truth: 3 established payloads
detection_rotations_image008 3 truth-multi truth: 3 established payloads
detection_rotations_image009 3 truth-multi truth: 3 established payloads
detection_rotations_image010 3 truth-multi truth: 3 established payloads
detection_rotations_image011 3 truth-multi truth: 3 established payloads
detection_rotations_image012 3 truth-multi truth: 3 established payloads
detection_rotations_image013 3 truth-multi truth: 3 established payloads
detection_rotations_image014 3 truth-multi truth: 3 established payloads
detection_rotations_image015 3 truth-multi truth: 3 established payloads
detection_rotations_image016 3 truth-multi truth: 3 established payloads
detection_rotations_image017 3 truth-multi truth: 3 established payloads
detection_rotations_image018 3 truth-multi truth: 3 established payloads
detection_rotations_image019 3 truth-multi truth: 3 established payloads
detection_rotations_image020 4 truth-multi truth: 3 established payloads
detection_rotations_image021 3 truth-multi truth: 3 established payloads
detection_rotations_image022 3 truth-multi truth: 3 established payloads
detection_rotations_image023 3 truth-multi truth: 3 established payloads
detection_rotations_image024 3 truth-multi truth: 3 established payloads
detection_rotations_image025 3 truth-multi truth: 3 established payloads
detection_rotations_image026 3 truth-multi truth: 3 established payloads
detection_rotations_image027 3 truth-multi truth: 3 established payloads
detection_rotations_image028 3 truth-multi truth: 3 established payloads
detection_rotations_image029 3 truth-multi truth: 3 established payloads
detection_rotations_image030 3 truth-multi truth: 3 established payloads
detection_rotations_image031 3 truth-multi truth: 3 established payloads
detection_rotations_image032 3 truth-multi truth: 3 established payloads
detection_rotations_image033 3 truth-multi truth: 3 established payloads
detection_rotations_image034 3 truth-multi truth: 3 established payloads
detection_rotations_image035 3 truth-multi truth: 3 established payloads
detection_rotations_image036 3 truth-multi truth: 3 established payloads
detection_rotations_image037 3 truth-multi truth: 3 established payloads
detection_rotations_image038 3 truth-multi truth: 3 established payloads
detection_rotations_image039 3 truth-multi truth: 2 established payloads
detection_rotations_image040 3 truth-multi truth: 3 established payloads
detection_rotations_image041 3 truth-multi truth: 3 established payloads
detection_rotations_image042 3 truth-multi truth: 3 established payloads
detection_rotations_image043 3 truth-multi truth: 3 established payloads
detection_rotations_image044 3 truth-multi truth: 3 established payloads
detection_shadows_image001 3 truth-multi truth: 3 established payloads
detection_shadows_image002 2 truth-multi truth: 2 established payloads
detection_shadows_image003 3 truth-multi truth: 3 established payloads
detection_shadows_image004 2 truth-multi truth: 2 established payloads

Provenance and licensing

Inherited from the parent mirror, unchanged: the images are Peter Abeles' (BoofCV) QR Code Performance Benchmark set, published openly as a benchmark without an explicit licence grant — no licence is or can be granted by this subset. The parsed annotations and repackaging are CC BY 4.0 (as in the parent). See the parent card's provenance section before redistributing. If you are the rights holder and want this subset removed, open a discussion here and it will be taken down.

Citation

Cite the upstream benchmark as in the parent card:

@misc{boofcv_qr_v2,
  title        = {BoofCV QR Code Performance Benchmark, Images V2},
  author       = {Abeles, Peter},
  howpublished = {\url{https://boofcv.org/}},
  note         = {QR detection and decoding benchmark image set}
}
Downloads last month
192