image_id
int64
0
8.04k
image
image
width
int32
98
640
height
int32
105
640
objects
sequence
4,843
640
360
{ "id": [ 14621 ], "area": [ 72851 ], "bbox": [ [ 195, 1, 263, 277 ] ], "category": [ "head" ] }
1,144
640
360
{ "id": [ 3464, 3465, 3466 ], "area": [ 4960, 3312, 2552 ], "bbox": [ [ 250, 78, 62, 80 ], [ 381, 126, 48, 69 ], [ 180, 118, 44, 58 ] ], "category": [ "head", "head", "head" ] }
5,875
640
360
{ "id": [ 17570 ], "area": [ 72851 ], "bbox": [ [ 195, 1, 263, 277 ] ], "category": [ "head" ] }
6,549
640
360
{ "id": [ 19554 ], "area": [ 72851 ], "bbox": [ [ 195, 1, 263, 277 ] ], "category": [ "head" ] }
2,409
640
360
{ "id": [ 7292, 7293, 7294 ], "area": [ 4960, 3312, 2552 ], "bbox": [ [ 328, 78, 62, 80 ], [ 211, 126, 48, 69 ], [ 416, 118, 44, 58 ] ], "category": [ "head", "head", "head" ] }
2,394
640
360
{ "id": [ 7264, 7265, 7266 ], "area": [ 4960, 3312, 2552 ], "bbox": [ [ 250, 78, 62, 80 ], [ 381, 126, 48, 69 ], [ 180, 118, 44, 58 ] ], "category": [ "head", "head", "head" ] }
3,517
640
360
{ "id": [ 10659 ], "area": [ 63488 ], "bbox": [ [ 83, 72, 256, 248 ] ], "category": [ "head" ] }
4,525
640
360
{ "id": [ 13658 ], "area": [ 63488 ], "bbox": [ [ 301, 72, 256, 248 ] ], "category": [ "head" ] }
4,975
640
359
{ "id": [ 14959 ], "area": [ 92258 ], "bbox": [ [ 256, 1, 326, 283 ] ], "category": [ "head" ] }
446
640
359
{ "id": [ 1301 ], "area": [ 92258 ], "bbox": [ [ 58, 1, 326, 283 ] ], "category": [ "head" ] }
483
640
360
{ "id": [ 1412 ], "area": [ 11130 ], "bbox": [ [ 304, 66, 106, 105 ] ], "category": [ "head" ] }
522
640
360
{ "id": [ 1533 ], "area": [ 11130 ], "bbox": [ [ 230, 66, 106, 105 ] ], "category": [ "head" ] }
1,024
640
360
{ "id": [ 3111 ], "area": [ 28215 ], "bbox": [ [ 270, 60, 165, 171 ] ], "category": [ "head" ] }
5,332
640
360
{ "id": [ 15971 ], "area": [ 11130 ], "bbox": [ [ 304, 66, 106, 105 ] ], "category": [ "head" ] }
6,347
640
360
{ "id": [ 19012 ], "area": [ 28215 ], "bbox": [ [ 206, 60, 165, 171 ] ], "category": [ "head" ] }
7,081
640
360
{ "id": [ 21109 ], "area": [ 63488 ], "bbox": [ [ 301, 72, 256, 248 ] ], "category": [ "head" ] }
7,240
640
359
{ "id": [ 21578 ], "area": [ 92258 ], "bbox": [ [ 256, 1, 326, 283 ] ], "category": [ "head" ] }
7,741
640
360
{ "id": [ 23084 ], "area": [ 28215 ], "bbox": [ [ 270, 60, 165, 171 ] ], "category": [ "head" ] }
4,115
640
360
{ "id": [ 12485, 12486, 12487 ], "area": [ 21574, 24327, 24255 ], "bbox": [ [ 78, 45, 134, 161 ], [ 260, 41, 153, 159 ], [ 436, 40, 147, 165 ] ], "category": [ "head", "head", "head" ] }
1,587
640
360
{ "id": [ 4832, 4833, 4834 ], "area": [ 21574, 24327, 24255 ], "bbox": [ [ 428, 45, 134, 161 ], [ 228, 41, 153, 159 ], [ 58, 40, 147, 165 ] ], "category": [ "head", "head", "head" ] }
2,527
640
360
{ "id": [ 7661, 7662, 7663 ], "area": [ 21574, 24327, 24255 ], "bbox": [ [ 78, 45, 134, 161 ], [ 260, 41, 153, 159 ], [ 436, 40, 147, 165 ] ], "category": [ "head", "head", "head" ] }
3,695
640
360
{ "id": [ 11226 ], "area": [ 119019 ], "bbox": [ [ 145, 1, 409, 291 ] ], "category": [ "head" ] }
515
640
360
{ "id": [ 1517 ], "area": [ 97055 ], "bbox": [ [ 55, 1, 329, 295 ] ], "category": [ "head" ] }
5,341
640
360
{ "id": [ 16000 ], "area": [ 119019 ], "bbox": [ [ 87, 1, 409, 291 ] ], "category": [ "head" ] }
6,061
640
360
{ "id": [ 18101 ], "area": [ 97055 ], "bbox": [ [ 55, 1, 329, 295 ] ], "category": [ "head" ] }
2,214
640
360
{ "id": [ 6748 ], "area": [ 119019 ], "bbox": [ [ 87, 1, 409, 291 ] ], "category": [ "head" ] }
7,295
640
360
{ "id": [ 21733 ], "area": [ 97055 ], "bbox": [ [ 55, 1, 329, 295 ] ], "category": [ "head" ] }
4,465
640
360
{ "id": [ 13484 ], "area": [ 72037 ], "bbox": [ [ 215, 1, 287, 251 ] ], "category": [ "head" ] }
4,825
640
359
{ "id": [ 14569, 14570 ], "area": [ 1722, 1240 ], "bbox": [ [ 415, 71, 42, 41 ], [ 174, 200, 40, 31 ] ], "category": [ "head", "head" ] }
829
640
359
{ "id": [ 2511, 2512 ], "area": [ 1722, 1240 ], "bbox": [ [ 415, 71, 42, 41 ], [ 174, 200, 40, 31 ] ], "category": [ "head", "head" ] }
5,378
640
360
{ "id": [ 16103 ], "area": [ 72037 ], "bbox": [ [ 139, 1, 287, 251 ] ], "category": [ "head" ] }
6,381
640
360
{ "id": [ 19094 ], "area": [ 72037 ], "bbox": [ [ 139, 1, 287, 251 ] ], "category": [ "head" ] }
7,258
640
359
{ "id": [ 21617, 21618 ], "area": [ 1722, 1240 ], "bbox": [ [ 415, 71, 42, 41 ], [ 174, 200, 40, 31 ] ], "category": [ "head", "head" ] }
576
640
360
{ "id": [ 1673, 1674, 1675 ], "area": [ 6806, 8820, 2332 ], "bbox": [ [ 189, 46, 83, 82 ], [ 330, 63, 98, 90 ], [ 596, 128, 44, 53 ] ], "category": [ "head", "head", "head" ] }
860
640
360
{ "id": [ 2605, 2606, 2607 ], "area": [ 6806, 8820, 2332 ], "bbox": [ [ 369, 46, 83, 82 ], [ 212, 63, 98, 90 ], [ 0, 128, 44, 53 ] ], "category": [ "head", "head", "head" ] }
2,627
640
360
{ "id": [ 7944, 7945, 7946 ], "area": [ 6806, 8820, 2332 ], "bbox": [ [ 189, 46, 83, 82 ], [ 330, 63, 98, 90 ], [ 596, 128, 44, 53 ] ], "category": [ "head", "head", "head" ] }
3,124
640
360
{ "id": [ 9510, 9511 ], "area": [ 75060, 33184 ], "bbox": [ [ 70, 0, 270, 278 ], [ 368, 0, 272, 122 ] ], "category": [ "head", "head" ] }
3,147
640
360
{ "id": [ 9560 ], "area": [ 1935 ], "bbox": [ [ 432, 153, 45, 43 ] ], "category": [ "head" ] }
3,366
640
360
{ "id": [ 10243, 10244 ], "area": [ 75060, 33184 ], "bbox": [ [ 70, 0, 270, 278 ], [ 368, 0, 272, 122 ] ], "category": [ "head", "head" ] }
4,318
640
360
{ "id": [ 13087, 13088, 13089 ], "area": [ 56120, 6970, 6630 ], "bbox": [ [ 21, 14, 230, 244 ], [ 398, 186, 82, 85 ], [ 277, 105, 78, 85 ] ], "category": [ "head", "head", "head" ] }
4,352
640
360
{ "id": [ 13193, 13194 ], "area": [ 75060, 33184 ], "bbox": [ [ 70, 0, 270, 278 ], [ 368, 0, 272, 122 ] ], "category": [ "head", "head" ] }
4,853
640
360
{ "id": [ 14641, 14642, 14643 ], "area": [ 8645, 4080, 5146 ], "bbox": [ [ 94, 75, 91, 95 ], [ 298, 249, 60, 68 ], [ 398, 147, 62, 83 ] ], "category": [ "head", "head", "head" ] }
4,928
640
360
{ "id": [ 14828 ], "area": [ 16226 ], "bbox": [ [ 215, 1, 122, 133 ] ], "category": [ "head" ] }
660
640
360
{ "id": [ 1973, 1974, 1975 ], "area": [ 56120, 6970, 6630 ], "bbox": [ [ 389, 14, 230, 244 ], [ 160, 186, 82, 85 ], [ 285, 105, 78, 85 ] ], "category": [ "head", "head", "head" ] }
811
640
360
{ "id": [ 2463, 2464, 2465 ], "area": [ 8645, 4080, 5146 ], "bbox": [ [ 456, 75, 91, 95 ], [ 282, 249, 60, 68 ], [ 180, 147, 62, 83 ] ], "category": [ "head", "head", "head" ] }
875
640
360
{ "id": [ 2656, 2657, 2658 ], "area": [ 56120, 6970, 6630 ], "bbox": [ [ 21, 14, 230, 244 ], [ 398, 186, 82, 85 ], [ 277, 105, 78, 85 ] ], "category": [ "head", "head", "head" ] }
1,232
640
360
{ "id": [ 3741 ], "area": [ 16226 ], "bbox": [ [ 303, 1, 122, 133 ] ], "category": [ "head" ] }
1,615
640
360
{ "id": [ 4904, 4905 ], "area": [ 11445, 10185 ], "bbox": [ [ 419, 32, 105, 109 ], [ 194, 91, 97, 105 ] ], "category": [ "head", "head" ] }
1,919
640
360
{ "id": [ 5875 ], "area": [ 1935 ], "bbox": [ [ 164, 153, 45, 43 ] ], "category": [ "head" ] }
5,414
640
360
{ "id": [ 16224, 16225 ], "area": [ 11445, 10185 ], "bbox": [ [ 117, 32, 105, 109 ], [ 350, 91, 97, 105 ] ], "category": [ "head", "head" ] }
2,604
640
360
{ "id": [ 7865 ], "area": [ 1935 ], "bbox": [ [ 164, 153, 45, 43 ] ], "category": [ "head" ] }
7,144
640
360
{ "id": [ 21268, 21269, 21270 ], "area": [ 8645, 4080, 5146 ], "bbox": [ [ 456, 75, 91, 95 ], [ 282, 249, 60, 68 ], [ 180, 147, 62, 83 ] ], "category": [ "head", "head", "head" ] }
7,467
640
360
{ "id": [ 22274, 22275 ], "area": [ 11445, 10185 ], "bbox": [ [ 117, 32, 105, 109 ], [ 350, 91, 97, 105 ] ], "category": [ "head", "head" ] }
7,517
640
360
{ "id": [ 22391 ], "area": [ 16226 ], "bbox": [ [ 215, 1, 122, 133 ] ], "category": [ "head" ] }
3,409
640
360
{ "id": [ 10364 ], "area": [ 72474 ], "bbox": [ [ 160, 3, 257, 282 ] ], "category": [ "head" ] }
1,309
640
360
{ "id": [ 3993 ], "area": [ 72474 ], "bbox": [ [ 224, 3, 257, 282 ] ], "category": [ "head" ] }
2,593
640
360
{ "id": [ 7832 ], "area": [ 72474 ], "bbox": [ [ 224, 3, 257, 282 ] ], "category": [ "head" ] }
3,572
640
360
{ "id": [ 10816, 10817, 10818, 10819 ], "area": [ 6150, 4810, 5772, 4356 ], "bbox": [ [ 328, 50, 75, 82 ], [ 161, 28, 74, 65 ], [ 84, 138, 78, 74 ], [ 454, 95, 66, 66 ] ], "category": [ "head", "head", "head", "head" ] }
3,867
640
360
{ "id": [ 11688, 11689 ], "area": [ 63000, 40890 ], "bbox": [ [ 251, 40, 252, 250 ], [ 1, 41, 145, 282 ] ], "category": [ "head", "head" ] }
5,436
640
360
{ "id": [ 16286, 16287, 16288, 16289 ], "area": [ 6150, 4810, 5772, 4356 ], "bbox": [ [ 328, 50, 75, 82 ], [ 161, 28, 74, 65 ], [ 84, 138, 78, 74 ], [ 454, 95, 66, 66 ] ], "category": [ "head", "head", "head", "head" ] }
6,729
640
360
{ "id": [ 20057, 20058 ], "area": [ 63000, 40890 ], "bbox": [ [ 137, 40, 252, 250 ], [ 495, 41, 145, 282 ] ], "category": [ "head", "head" ] }
7,285
640
360
{ "id": [ 21687, 21688, 21689, 21690 ], "area": [ 6150, 4810, 5772, 4356 ], "bbox": [ [ 238, 50, 75, 82 ], [ 405, 28, 74, 65 ], [ 478, 138, 78, 74 ], [ 120, 95, 66, 66 ] ], "category": [ "head", "head", "head", "head" ] }
7,364
640
360
{ "id": [ 21943, 21944 ], "area": [ 63000, 40890 ], "bbox": [ [ 137, 40, 252, 250 ], [ 495, 41, 145, 282 ] ], "category": [ "head", "head" ] }
4,490
640
360
{ "id": [ 13566 ], "area": [ 8835 ], "bbox": [ [ 92, 45, 93, 95 ] ], "category": [ "head" ] }
4,715
640
360
{ "id": [ 14268, 14269 ], "area": [ 67375, 117196 ], "bbox": [ [ 56, 20, 245, 275 ], [ 308, 7, 332, 353 ] ], "category": [ "head", "head" ] }
655
640
360
{ "id": [ 1954 ], "area": [ 10101 ], "bbox": [ [ 302, 9, 91, 111 ] ], "category": [ "head" ] }
659
640
360
{ "id": [ 1971, 1972 ], "area": [ 67375, 117196 ], "bbox": [ [ 56, 20, 245, 275 ], [ 308, 7, 332, 353 ] ], "category": [ "head", "head" ] }
5,546
640
360
{ "id": [ 16640, 16641 ], "area": [ 67375, 117196 ], "bbox": [ [ 340, 20, 245, 275 ], [ 0, 7, 332, 353 ] ], "category": [ "head", "head" ] }
5,830
640
360
{ "id": [ 17463 ], "area": [ 8835 ], "bbox": [ [ 456, 45, 93, 95 ] ], "category": [ "head" ] }
6,172
640
360
{ "id": [ 18462 ], "area": [ 10101 ], "bbox": [ [ 302, 9, 91, 111 ] ], "category": [ "head" ] }
6,506
640
360
{ "id": [ 19440 ], "area": [ 8835 ], "bbox": [ [ 456, 45, 93, 95 ] ], "category": [ "head" ] }
7,928
640
360
{ "id": [ 23665 ], "area": [ 10101 ], "bbox": [ [ 248, 9, 91, 111 ] ], "category": [ "head" ] }
82
640
360
{ "id": [ 232 ], "area": [ 26100 ], "bbox": [ [ 89, 44, 174, 150 ] ], "category": [ "head" ] }
685
640
360
{ "id": [ 2054 ], "area": [ 23373 ], "bbox": [ [ 141, 18, 147, 159 ] ], "category": [ "head" ] }
1,116
640
360
{ "id": [ 3381 ], "area": [ 23373 ], "bbox": [ [ 141, 18, 147, 159 ] ], "category": [ "head" ] }
5,112
640
360
{ "id": [ 15354 ], "area": [ 23373 ], "bbox": [ [ 353, 18, 147, 159 ] ], "category": [ "head" ] }
5,136
640
360
{ "id": [ 15415 ], "area": [ 26100 ], "bbox": [ [ 89, 44, 174, 150 ] ], "category": [ "head" ] }
6,751
640
360
{ "id": [ 20112, 20113, 20114, 20115, 20116, 20117, 20118, 20119 ], "area": [ 23840, 5250, 7268, 6794, 4144, 4352, 5986, 3465 ], "bbox": [ [ 219, 28, 160, 149 ], [ 375, 135, 70, 75 ], [ 481, 133, 79, 92 ], [ 561, 116, 79, 86 ], [ 432, 155, 56, 74 ], [ 119, 161, 64, 68 ], [ 29, 156, 73, 82 ], [ 85, 197, 55, 63 ] ], "category": [ "head", "head", "head", "head", "head", "head", "head", "head" ] }
2,117
640
360
{ "id": [ 6458, 6459, 6460, 6461, 6462, 6463, 6464, 6465 ], "area": [ 23840, 5250, 7268, 6794, 4144, 4352, 5986, 3465 ], "bbox": [ [ 219, 28, 160, 149 ], [ 375, 135, 70, 75 ], [ 481, 133, 79, 92 ], [ 561, 116, 79, 86 ], [ 432, 155, 56, 74 ], [ 119, 161, 64, 68 ], [ 29, 156, 73, 82 ], [ 85, 197, 55, 63 ] ], "category": [ "head", "head", "head", "head", "head", "head", "head", "head" ] }
2,777
640
360
{ "id": [ 8417 ], "area": [ 26100 ], "bbox": [ [ 377, 44, 174, 150 ] ], "category": [ "head" ] }
7,528
640
360
{ "id": [ 22425, 22426, 22427, 22428, 22429, 22430, 22431, 22432 ], "area": [ 23840, 5250, 7268, 6794, 4144, 4352, 5986, 3465 ], "bbox": [ [ 219, 28, 160, 149 ], [ 375, 135, 70, 75 ], [ 481, 133, 79, 92 ], [ 561, 116, 79, 86 ], [ 432, 155, 56, 74 ], [ 119, 161, 64, 68 ], [ 29, 156, 73, 82 ], [ 85, 197, 55, 63 ] ], "category": [ "head", "head", "head", "head", "head", "head", "head", "head" ] }
4,181
640
360
{ "id": [ 12687 ], "area": [ 189911 ], "bbox": [ [ 110, 1, 529, 359 ] ], "category": [ "head" ] }
4,498
640
359
{ "id": [ 13579, 13580, 13581, 13582 ], "area": [ 9384, 14732, 17280, 30929 ], "bbox": [ [ 406, 7, 92, 102 ], [ 196, 8, 116, 127 ], [ 152, 203, 128, 135 ], [ 352, 193, 197, 157 ] ], "category": [ "head", "head", "head", "head" ] }
4,566
640
360
{ "id": [ 13786 ], "area": [ 30770 ], "bbox": [ [ 206, 30, 170, 181 ] ], "category": [ "head" ] }
4,623
640
360
{ "id": [ 13951, 13952, 13953 ], "area": [ 10200, 30624, 21115 ], "bbox": [ [ 221, 0, 100, 102 ], [ 0, 21, 132, 232 ], [ 116, 25, 103, 205 ] ], "category": [ "head", "head", "head" ] }
4,927
640
360
{ "id": [ 14827 ], "area": [ 189911 ], "bbox": [ [ 2, 1, 529, 359 ] ], "category": [ "head" ] }
4,919
640
359
{ "id": [ 14792, 14793, 14794, 14795 ], "area": [ 9384, 14732, 17280, 30929 ], "bbox": [ [ 406, 7, 92, 102 ], [ 196, 8, 116, 127 ], [ 152, 203, 128, 135 ], [ 352, 193, 197, 157 ] ], "category": [ "head", "head", "head", "head" ] }
22
640
359
{ "id": [ 75, 76, 77, 78 ], "area": [ 9384, 14732, 17280, 30929 ], "bbox": [ [ 142, 7, 92, 102 ], [ 328, 8, 116, 127 ], [ 360, 203, 128, 135 ], [ 92, 193, 197, 157 ] ], "category": [ "head", "head", "head", "head" ] }
79
640
360
{ "id": [ 227, 228, 229 ], "area": [ 10200, 30624, 21115 ], "bbox": [ [ 319, 0, 100, 102 ], [ 508, 21, 132, 232 ], [ 422, 25, 103, 205 ] ], "category": [ "head", "head", "head" ] }
1,376
640
360
{ "id": [ 4201 ], "area": [ 41820 ], "bbox": [ [ 293, 0, 255, 164 ] ], "category": [ "head" ] }
5,820
640
360
{ "id": [ 17437, 17438, 17439 ], "area": [ 10200, 30624, 21115 ], "bbox": [ [ 221, 0, 100, 102 ], [ 0, 21, 132, 232 ], [ 116, 25, 103, 205 ] ], "category": [ "head", "head", "head" ] }
6,033
640
360
{ "id": [ 18035 ], "area": [ 41820 ], "bbox": [ [ 293, 0, 255, 164 ] ], "category": [ "head" ] }
6,572
640
360
{ "id": [ 19599 ], "area": [ 189911 ], "bbox": [ [ 110, 1, 529, 359 ] ], "category": [ "head" ] }
2,505
640
360
{ "id": [ 7574 ], "area": [ 41820 ], "bbox": [ [ 293, 0, 255, 164 ] ], "category": [ "head" ] }
2,803
640
360
{ "id": [ 8513 ], "area": [ 30770 ], "bbox": [ [ 264, 30, 170, 181 ] ], "category": [ "head" ] }
7,847
640
360
{ "id": [ 23385 ], "area": [ 30770 ], "bbox": [ [ 206, 30, 170, 181 ] ], "category": [ "head" ] }
3,564
640
360
{ "id": [ 10783 ], "area": [ 46704 ], "bbox": [ [ 441, 6, 168, 278 ] ], "category": [ "head" ] }
653
640
360
{ "id": [ 1952 ], "area": [ 46704 ], "bbox": [ [ 441, 6, 168, 278 ] ], "category": [ "head" ] }
6,359
640
360
{ "id": [ 19048 ], "area": [ 46704 ], "bbox": [ [ 441, 6, 168, 278 ] ], "category": [ "head" ] }
3,881
640
360
{ "id": [ 11721 ], "area": [ 107262 ], "bbox": [ [ 253, 1, 354, 303 ] ], "category": [ "head" ] }

AnimeHeadsv3 Object Detection Dataset

The AnimeHeadsv3 Object Detection Dataset is a collection of anime and art images, including manga pages, that have been annotated with object bounding boxes for use in object detection tasks.

Contents

There are two versions of the dataset available: The dataset contains a total of 8157 images, split into training, validation, and testing sets. The images were collected from various sources and include a variety of anime and art styles, including manga.

  • Dataset with augmentation: Contains 8157 images.
  • Dataset without augmentation: Contains 2777 images.

The images were collected from various sources and include a variety of anime and art styles, including manga. The annotations were created using the COCO format, with each annotation file containing the bounding box coordinates and label for each object in the corresponding image. The dataset has only one class named "head".

Preprocessing

The dataset with augmentation has the following preprocessing parameters:

Resize: Fit within 640x640

The dataset without augmentation does not have any preprocessing applied.

Augmentation Parameters

The following augmentation parameters were applied to the dataset with augmentation:

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -40% and +40%
Blur: Up to 4px
Noise: Up to 4% of pixels
Downloads last month
3
Edit dataset card
Evaluate models HF Leaderboard

Models trained or fine-tuned on nyuuzyou/AnimeHeadsv3