Hugging Face's logo

Datasets:
Francesco
/
road-traffic

Tasks:
Object Detection
Modalities:
Image
Formats:
parquet
Languages:
English
Size:
< 1K
Tags:
rf100
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Full Screen
Search is not available for this dataset
image_id
int64
0
493
image
imagewidth (px)
640
640
width
int32
640
640
height
int32
640
640
objects
sequence
486
640
640
{ "id": [ 1714, 1715, 1716 ], "area": [ 3024, 7224, 19530 ], "bbox": [ [ 280, 150, 63, 48 ], [ 2, 205, 129, 56 ], [ 9, 236, 630, 31 ] ], "category": [ 7, 3, 3 ] }
457
640
640
{ "id": [ 1564 ], "area": [ 3132 ], "bbox": [ [ 253, 184, 43.5, 72 ] ], "category": [ 5 ] }
297
640
640
{ "id": [ 1049 ], "area": [ 190120 ], "bbox": [ [ 171, 127, 388, 490 ] ], "category": [ 4 ] }
303
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
168
640
640
{ "id": [ 583, 584, 585 ], "area": [ 36259, 988, 3311 ], "bbox": [ [ 263, 324, 179.5, 202 ], [ 592, 344, 33.5, 29.5 ], [ 228, 380, 38.5, 86 ] ], "category": [ 2, 7, 7 ] }
438
640
640
{ "id": [ 1494, 1495, 1496 ], "area": [ 11440, 8820, 6919 ], "bbox": [ [ 224, 280, 87, 131.5 ], [ 535, 239, 105, 84 ], [ 326, 289, 203.5, 34 ] ], "category": [ 7, 7, 3 ] }
176
640
640
{ "id": [ 604 ], "area": [ 118363 ], "bbox": [ [ 305, 0, 259, 457 ] ], "category": [ 6 ] }
288
640
640
{ "id": [ 1016, 1017, 1018, 1019 ], "area": [ 2048, 2351, 30044, 2171 ], "bbox": [ [ 552, 232, 27.5, 74.5 ], [ 377, 34, 28.5, 82.5 ], [ 234, 566, 406, 74 ], [ 23, 0, 36.5, 59.5 ] ], "category": [ 6, 6, 3, 6 ] }
325
640
640
{ "id": [ 1125, 1126, 1127, 1128, 1129, 1130 ], "area": [ 2609, 49600, 61440, 56885, 8371, 6765 ], "bbox": [ [ 334, 0, 73.5, 35.5 ], [ 0, 269, 640, 77.5 ], [ 0, 404, 640, 96 ], [ 206, 330, 183.5, 310 ], [ 549, 6, 90.5, 92.5 ], [ 0, 0, 55, 123 ] ], "category": [ 7, 3, 3, 5, 7, 7 ] }
316
640
640
{ "id": [ 1108 ], "area": [ 388480 ], "bbox": [ [ 0, 0, 640, 607 ] ], "category": [ 5 ] }
169
640
640
{ "id": [ 586 ], "area": [ 166238 ], "bbox": [ [ 11, 375, 628.5, 264.5 ] ], "category": [ 3 ] }
219
640
640
{ "id": [ 781, 782, 783 ], "area": [ 24900, 37814, 108576 ], "bbox": [ [ 127, 141, 166, 150 ], [ 330, 158, 209.5, 180.5 ], [ 263, 352, 377, 288 ] ], "category": [ 5, 5, 3 ] }
86
640
640
{ "id": [ 299, 300 ], "area": [ 5499, 2242 ], "bbox": [ [ 398, 132, 70.5, 78 ], [ 79, 0, 59, 38 ] ], "category": [ 6, 6 ] }
158
640
640
{ "id": [ 535, 536, 537, 538, 539, 540 ], "area": [ 836, 743, 1379, 924, 28323, 71858 ], "bbox": [ [ 370, 212, 22, 38 ], [ 323, 215, 17.5, 42.5 ], [ 22, 215, 31, 44.5 ], [ 125, 219, 22, 42 ], [ 135, 375, 227.5, 124.5 ], [ 2, 435, 589, 122 ] ], "category": [ 6, 6, 6, 6, 7, 3 ] }
464
640
640
{ "id": [ 1598, 1599, 1600, 1601, 1602, 1603, 1604 ], "area": [ 432, 469, 621, 279, 686, 996, 2660 ], "bbox": [ [ 336, 159, 32, 13.5 ], [ 239, 165, 33.5, 14 ], [ 102, 168, 34.5, 18 ], [ 388, 256, 18, 15.5 ], [ 213, 260, 33.5, 20.5 ], [ 155, 268, 41.5, 24 ], [ 41, 276, 66.5, 40 ] ], "category": [ 6, 6, 6, 7, 7, 7, 7 ] }
50
640
640
{ "id": [ 188 ], "area": [ 78126 ], "bbox": [ [ 208, 93, 174, 449 ] ], "category": [ 4 ] }
340
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
175
640
640
{ "id": [ 603 ], "area": [ 67914 ], "bbox": [ [ 339, 120, 196, 346.5 ] ], "category": [ 7 ] }
296
640
640
{ "id": [ 1047, 1048 ], "area": [ 29100, 97280 ], "bbox": [ [ 300, 186, 150, 194 ], [ 0, 337, 640, 152 ] ], "category": [ 5, 3 ] }
19
640
640
{ "id": [ 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82 ], "area": [ 638, 516, 172, 144, 635, 1402, 3920, 5621, 5460, 11782, 44410, 2100, 1668, 1629 ], "bbox": [ [ 44, 186, 18.5, 34.5 ], [ 78, 202, 17.5, 29.5 ], [ 445, 225, 8, 21.5 ], [ 545, 236, 6, 24 ], [ 105, 266, 20.5, 31 ], [ 371, 324, 42.5, 33 ], [ 0, 336, 80, 49 ], [ 296, 343, 77, 73 ], [ 440, 350, 84, 65 ], [ 0, 363, 172, 68.5 ], [ 0, 489, 639, 69.5 ], [ 171, 78, 40, 52.5 ], [ 334, 71, 24, 69.5 ], [ 37, 75, 26.5, 61.5 ] ], "category": [ 6, 6, 6, 6, 6, 7, 7, 7, 7, 3, 3, 6, 6, 6 ] }
395
640
640
{ "id": [ 1360, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1370 ], "area": [ 4165, 1062, 715, 690, 5117, 858, 1488, 3479, 2350, 4173, 7605 ], "bbox": [ [ 97, 364, 70, 59.5 ], [ 463, 380, 36, 29.5 ], [ 438, 390, 32.5, 22 ], [ 394, 390, 30, 23 ], [ 290, 357, 57.5, 89 ], [ 211, 397, 33, 26 ], [ 536, 396, 48, 31 ], [ 114, 421, 71, 49 ], [ 593, 421, 47, 50 ], [ 499, 425, 78, 53.5 ], [ 412, 427, 97.5, 78 ] ], "category": [ 7, 7, 7, 7, 2, 7, 7, 7, 7, 7, 7 ] }
356
640
640
{ "id": [ 1220, 1221, 1222, 1223, 1224, 1225, 1226, 1227, 1228 ], "area": [ 1104, 6060, 4096, 17773, 4224, 32130, 24426, 12654, 36815 ], "bbox": [ [ 61, 243, 32, 34.5 ], [ 122, 323, 50.5, 120 ], [ 70, 361, 64, 64 ], [ 162, 321, 120.5, 147.5 ], [ 0, 368, 64, 66 ], [ 224, 336, 189, 170 ], [ 0, 463, 138, 177 ], [ 450, 2, 111, 114 ], [ 142, 559, 497.5, 74 ] ], "category": [ 6, 2, 7, 2, 7, 2, 7, 6, 3 ] }
97
640
640
{ "id": [ 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336 ], "area": [ 3256, 16244, 13764, 4920, 38403, 2137, 3785, 2829, 1980, 1567, 1782, 1240 ], "bbox": [ [ 135, 379, 83.5, 39 ], [ 173, 408, 179.5, 90.5 ], [ 0, 435, 148, 93 ], [ 0, 499, 60, 82 ], [ 121, 490, 376.5, 102 ], [ 21, 297, 25, 85.5 ], [ 334, 132, 33.5, 113 ], [ 444, 112, 34.5, 82 ], [ 572, 377, 60, 33 ], [ 526, 375, 55, 28.5 ], [ 488, 367, 54, 33 ], [ 448, 369, 40, 31 ] ], "category": [ 7, 7, 7, 7, 3, 6, 6, 6, 7, 7, 7, 7 ] }
63
640
640
{ "id": [ 222 ], "area": [ 57757 ], "bbox": [ [ 39, 108, 255, 226.5 ] ], "category": [ 1 ] }
120
640
640
{ "id": [ 412 ], "area": [ 108732 ], "bbox": [ [ 262, 312, 331.5, 328 ] ], "category": [ 4 ] }
360
640
640
{ "id": [ 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1258 ], "area": [ 1794, 1664, 1323, 495, 539, 910, 693, 1219, 5928 ], "bbox": [ [ 259, 135, 26, 69 ], [ 404, 144, 26, 64 ], [ 0, 137, 13.5, 98 ], [ 409, 387, 22.5, 22 ], [ 370, 391, 22, 24.5 ], [ 348, 394, 32.5, 28 ], [ 398, 402, 29.5, 23.5 ], [ 74, 405, 53, 23 ], [ 300, 424, 76, 78 ] ], "category": [ 6, 6, 6, 7, 7, 7, 7, 7, 7 ] }
87
640
640
{ "id": [ 301, 302 ], "area": [ 129060, 80640 ], "bbox": [ [ 0, 202, 540, 239 ], [ 0, 473, 640, 126 ] ], "category": [ 2, 3 ] }
407
640
640
{ "id": [ 1411 ], "area": [ 31174 ], "bbox": [ [ 384, 36, 143, 218 ] ], "category": [ 6 ] }
420
640
640
{ "id": [ 1438 ], "area": [ 19038 ], "bbox": [ [ 198, 185, 101, 188.5 ] ], "category": [ 5 ] }
346
640
640
{ "id": [ 1189, 1190, 1191 ], "area": [ 47848, 153901, 58519 ], "bbox": [ [ 291, 54, 171.5, 279 ], [ 7, 75, 374, 411.5 ], [ 0, 219, 139, 421 ] ], "category": [ 2, 2, 7 ] }
154
640
640
{ "id": [ 519 ], "area": [ 72373 ], "bbox": [ [ 313, 155, 171.5, 422 ] ], "category": [ 4 ] }
37
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
473
640
640
{ "id": [ 1646, 1647, 1648, 1649, 1650, 1651 ], "area": [ 6723, 5362, 17594, 115577, 2696, 3410 ], "bbox": [ [ 361, 105, 40.5, 166 ], [ 73, 343, 120.5, 44.5 ], [ 112, 374, 231.5, 76 ], [ 0, 431, 553, 209 ], [ 162, 78, 33.5, 80.5 ], [ 70, 76, 31, 110 ] ], "category": [ 6, 7, 7, 7, 6, 6 ] }
358
640
640
{ "id": [ 1245, 1246 ], "area": [ 124128, 14723 ], "bbox": [ [ 11, 206, 628.5, 197.5 ], [ 1, 90, 146.5, 100.5 ] ], "category": [ 3, 7 ] }
334
640
640
{ "id": [ 1142, 1143, 1144, 1145, 1146, 1147, 1148, 1149 ], "area": [ 23638, 14096, 11849, 6045, 5643, 2320, 1072, 1927 ], "bbox": [ [ 0, 179, 459, 51.5 ], [ 523, 211, 116.5, 121 ], [ 356, 100, 129.5, 91.5 ], [ 327, 82, 78, 77.5 ], [ 229, 63, 107.5, 52.5 ], [ 202, 44, 59.5, 39 ], [ 111, 32, 33.5, 32 ], [ 37, 24, 47, 41 ] ], "category": [ 3, 3, 7, 7, 7, 7, 7, 7 ] }
15
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
180
640
640
{ "id": [ 610, 611, 612, 613, 614, 615, 616, 617 ], "area": [ 8991, 2336, 2340, 7248, 6928, 3753, 13653, 28457 ], "bbox": [ [ 46, 225, 111, 81 ], [ 249, 262, 52.5, 44.5 ], [ 327, 265, 58.5, 40 ], [ 425, 279, 96, 75.5 ], [ 123, 283, 93, 74.5 ], [ 477, 300, 54, 69.5 ], [ 517, 302, 123, 111 ], [ 0, 400, 639.5, 44.5 ] ], "category": [ 2, 7, 7, 7, 7, 7, 7, 3 ] }
122
640
640
{ "id": [ 414, 415, 416 ], "area": [ 56056, 31832, 58255 ], "bbox": [ [ 377, 235, 208, 269.5 ], [ 201, 256, 119, 267.5 ], [ 335, 446, 305, 191 ] ], "category": [ 5, 5, 7 ] }
45
640
640
{ "id": [ 166, 167, 168 ], "area": [ 26617, 1691, 1928 ], "bbox": [ [ 133, 274, 507, 52.5 ], [ 562, 139, 33.5, 50.5 ], [ 40, 101, 29, 66.5 ] ], "category": [ 3, 2, 6 ] }
476
640
640
{ "id": [ 1666, 1667, 1668, 1669 ], "area": [ 104006, 28248, 21120, 55322 ], "bbox": [ [ 64, 333, 391, 266 ], [ 339, 354, 160.5, 176 ], [ 438, 317, 110, 192 ], [ 0, 361, 199, 278 ] ], "category": [ 5, 5, 5, 7 ] }
51
640
640
{ "id": [ 189 ], "area": [ 143510 ], "bbox": [ [ 0, 162, 635, 226 ] ], "category": [ 3 ] }
315
640
640
{ "id": [ 1106, 1107 ], "area": [ 29056, 11336 ], "bbox": [ [ 343, 201, 113.5, 256 ], [ 155, 454, 109, 104 ] ], "category": [ 6, 6 ] }
124
640
640
{ "id": [ 419, 420 ], "area": [ 64932, 59428 ], "bbox": [ [ 205, 186, 168, 386.5 ], [ 411, 207, 166, 358 ] ], "category": [ 6, 6 ] }
290
640
640
{ "id": [ 1028, 1029 ], "area": [ 24925, 62356 ], "bbox": [ [ 509, 90, 130.5, 191 ], [ 44, 246, 238, 262 ] ], "category": [ 7, 5 ] }
261
640
640
{ "id": [ 918, 919 ], "area": [ 11520, 13162 ], "bbox": [ [ 343, 211, 128, 90 ], [ 279, 245, 97.5, 135 ] ], "category": [ 5, 5 ] }
469
640
640
{ "id": [ 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636 ], "area": [ 750, 997, 591, 1261, 2064, 4114, 10199, 52480 ], "bbox": [ [ 341, 138, 19.5, 38.5 ], [ 223, 134, 17.5, 57 ], [ 307, 262, 27.5, 21.5 ], [ 129, 270, 43.5, 29 ], [ 0, 282, 48, 43 ], [ 265, 294, 68, 60.5 ], [ 102, 293, 108.5, 94 ], [ 0, 535, 640, 82 ] ], "category": [ 6, 6, 7, 7, 7, 7, 7, 3 ] }
328
640
640
{ "id": [ 1134, 1135 ], "area": [ 130927, 55556 ], "bbox": [ [ 0, 387, 517.5, 253 ], [ 0, 357, 365.5, 152 ] ], "category": [ 5, 5 ] }
372
640
640
{ "id": [ 1293, 1294, 1295, 1296, 1297, 1298, 1299, 1300, 1301 ], "area": [ 255, 891, 637, 828, 7803, 841, 499, 618, 1417 ], "bbox": [ [ 319, 161, 16.5, 15.5 ], [ 276, 161, 27, 33 ], [ 383, 169, 26, 24.5 ], [ 347, 176, 32.5, 25.5 ], [ 142, 239, 229.5, 34 ], [ 36, 20, 18.5, 45.5 ], [ 336, 42, 13.5, 37 ], [ 486, 51, 16.5, 37.5 ], [ 55, 113, 31.5, 45 ] ], "category": [ 7, 7, 7, 7, 3, 6, 6, 6, 6 ] }
139
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
201
640
640
{ "id": [ 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725 ], "area": [ 765, 441, 561, 930, 755, 1331, 541, 1404, 2492, 2254, 65403, 4290, 456, 375, 368 ], "bbox": [ [ 277, 168, 25.5, 30 ], [ 189, 174, 21, 21 ], [ 333, 174, 25.5, 22 ], [ 296, 174, 30, 31 ], [ 156, 178, 28.5, 26.5 ], [ 121, 179, 35.5, 37.5 ], [ 97, 189, 28.5, 19 ], [ 0, 186, 53, 26.5 ], [ 188, 201, 56, 44.5 ], [ 330, 201, 49, 46 ], [ 370, 122, 267.5, 244.5 ], [ 0, 211, 52, 82.5 ], [ 246, 73, 12.5, 36.5 ], [ 391, 80, 12.5, 30 ], [ 314, 81, 12.5, 29.5 ] ], "category": [ 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 7, 6, 6, 6 ] }
227
640
640
{ "id": [ 804, 805, 806, 807, 808, 809, 810 ], "area": [ 1740, 2031, 675, 817, 1854, 6298, 4485 ], "bbox": [ [ 104, 356, 29.5, 59 ], [ 230, 357, 32.5, 62.5 ], [ 423, 461, 18, 37.5 ], [ 334, 463, 21.5, 38 ], [ 411, 568, 51.5, 36 ], [ 381, 593, 134, 47 ], [ 31, 601, 115, 39 ] ], "category": [ 6, 6, 6, 6, 6, 6, 6 ] }
14
640
640
{ "id": [ 55 ], "area": [ 65487 ], "bbox": [ [ 141, 29, 162.5, 403 ] ], "category": [ 6 ] }
302
640
640
{ "id": [ 1059, 1060 ], "area": [ 147168, 7561 ], "bbox": [ [ 0, 187, 511, 288 ], [ 533, 225, 106.5, 71 ] ], "category": [ 3, 3 ] }
320
640
640
{ "id": [ 1112, 1113 ], "area": [ 11551, 6804 ], "bbox": [ [ 132, 157, 75.5, 153 ], [ 519, 0, 81, 84 ] ], "category": [ 6, 6 ] }
485
640
640
{ "id": [ 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713 ], "area": [ 1572, 2443, 3622, 5552, 35840, 2835, 3115, 3217, 2575 ], "bbox": [ [ 401, 243, 37, 42.5 ], [ 179, 265, 57.5, 42.5 ], [ 147, 269, 69, 52.5 ], [ 82, 276, 83.5, 66.5 ], [ 0, 380, 640, 56 ], [ 229, 26, 53, 53.5 ], [ 171, 34, 60.5, 51.5 ], [ 455, 33, 55, 58.5 ], [ 0, 44, 51, 50.5 ] ], "category": [ 7, 7, 7, 7, 3, 6, 6, 6, 6 ] }
35
640
640
{ "id": [ 130 ], "area": [ 77506 ], "bbox": [ [ 147, 182, 271, 286 ] ], "category": [ 1 ] }
112
640
640
{ "id": [ 384, 385, 386, 387, 388, 389 ], "area": [ 2265, 1643, 16477, 31311, 563, 605 ], "bbox": [ [ 135, 131, 30, 75.5 ], [ 422, 161, 26.5, 62 ], [ 2, 471, 97.5, 169 ], [ 0, 461, 639, 49 ], [ 216, 338, 27.5, 20.5 ], [ 246, 336, 27.5, 22 ] ], "category": [ 7, 7, 7, 3, 7, 7 ] }
55
640
640
{ "id": [ 199 ], "area": [ 93294 ], "bbox": [ [ 246, 93, 201.5, 463 ] ], "category": [ 4 ] }
196
640
640
{ "id": [ 691, 692, 693, 694 ], "area": [ 2304, 4293, 11690, 54080 ], "bbox": [ [ 154, 292, 48, 48 ], [ 0, 303, 37.5, 114.5 ], [ 80, 329, 113.5, 103 ], [ 0, 482, 640, 84.5 ] ], "category": [ 7, 7, 7, 3 ] }
452
640
640
{ "id": [ 1546, 1547, 1548 ], "area": [ 4131, 2123, 1736 ], "bbox": [ [ 488, 250, 54, 76.5 ], [ 329, 307, 31, 68.5 ], [ 97, 367, 23, 75.5 ] ], "category": [ 6, 6, 6 ] }
236
640
640
{ "id": [ 832 ], "area": [ 40803 ], "bbox": [ [ 327, 134, 139.5, 292.5 ] ], "category": [ 4 ] }
271
640
640
{ "id": [ 936 ], "area": [ 101409 ], "bbox": [ [ 54, 144, 439, 231 ] ], "category": [ 2 ] }
492
640
640
{ "id": [ 1729 ], "area": [ 149325 ], "bbox": [ [ 364, 97, 275, 543 ] ], "category": [ 4 ] }
102
640
640
{ "id": [ 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364 ], "area": [ 3968, 5384, 9701, 14688, 6412, 64380, 71750, 59362, 1320, 215, 342 ], "bbox": [ [ 0, 111, 62, 64 ], [ 245, 122, 90.5, 59.5 ], [ 463, 141, 109, 89 ], [ 97, 138, 144, 102 ], [ 566, 208, 56, 114.5 ], [ 0, 179, 222, 290 ], [ 172, 225, 205, 350 ], [ 372, 418, 268, 221.5 ], [ 580, 32, 27.5, 48 ], [ 98, 60, 10.5, 20.5 ], [ 457, 63, 12, 28.5 ] ], "category": [ 7, 7, 7, 7, 1, 7, 5, 7, 6, 6, 6 ] }
273
640
640
{ "id": [ 945, 946, 947, 948, 949, 950, 951, 952 ], "area": [ 7497, 3956, 8352, 15264, 36771, 25316, 4242, 139831 ], "bbox": [ [ 296, 300, 126, 59.5 ], [ 570, 304, 66.5, 59.5 ], [ 414, 310, 128.5, 65 ], [ 9, 300, 159, 96 ], [ 60, 293, 265.5, 138.5 ], [ 236, 337, 235.5, 107.5 ], [ 455, 0, 42, 101 ], [ 1, 421, 638.5, 219 ] ], "category": [ 7, 7, 7, 7, 7, 7, 6, 3 ] }
278
640
640
{ "id": [ 968 ], "area": [ 22209 ], "bbox": [ [ 299, 245, 129.5, 171.5 ] ], "category": [ 5 ] }
153
640
640
{ "id": [ 518 ], "area": [ 78166 ], "bbox": [ [ 307, 266, 209, 374 ] ], "category": [ 4 ] }
311
640
640
{ "id": [ 1091, 1092 ], "area": [ 69098, 15958 ], "bbox": [ [ 246, 194, 370.5, 186.5 ], [ 112, 403, 158, 101 ] ], "category": [ 6, 7 ] }
147
640
640
{ "id": [ 490 ], "area": [ 127680 ], "bbox": [ [ 0, 0, 199.5, 640 ] ], "category": [ 4 ] }
16
640
640
{ "id": [ 56, 57, 58, 59 ], "area": [ 23832, 46500, 4221, 8928 ], "bbox": [ [ 309, 252, 331, 72 ], [ 0, 243, 248, 187.5 ], [ 538, 86, 67, 63 ], [ 457, 90, 93, 96 ] ], "category": [ 3, 3, 7, 7 ] }
234
640
640
{ "id": [ 823, 824, 825, 826 ], "area": [ 3919, 3404, 5640, 11695 ], "bbox": [ [ 531, 313, 39, 100.5 ], [ 182, 436, 74, 46 ], [ 74, 443, 120, 47 ], [ 0, 518, 339, 34.5 ] ], "category": [ 6, 7, 7, 3 ] }
25
640
640
{ "id": [ 99 ], "area": [ 74077 ], "bbox": [ [ 270, 213, 297.5, 249 ] ], "category": [ 5 ] }
41
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
389
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
336
640
640
{ "id": [ 1151, 1152, 1153, 1154 ], "area": [ 768, 1811, 3258, 16960 ], "bbox": [ [ 314, 161, 32, 24 ], [ 270, 185, 52.5, 34.5 ], [ 438, 185, 66.5, 49 ], [ 0, 299, 640, 26.5 ] ], "category": [ 7, 7, 7, 3 ] }
145
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
47
640
640
{ "id": [ 171 ], "area": [ 59166 ], "bbox": [ [ 526, 108, 114, 519 ] ], "category": [ 4 ] }
123
640
640
{ "id": [ 417, 418 ], "area": [ 75447, 21756 ], "bbox": [ [ 286, 33, 303, 249 ], [ 556, 107, 84, 259 ] ], "category": [ 5, 7 ] }
197
640
640
{ "id": [ 695, 696, 697, 698, 699, 700, 701, 702, 703 ], "area": [ 1653, 1237, 1200, 323, 575, 854, 1360, 6402, 25584 ], "bbox": [ [ 165, 181, 28.5, 58 ], [ 282, 189, 24.5, 50.5 ], [ 393, 191, 24.5, 49 ], [ 262, 344, 17.5, 18.5 ], [ 161, 350, 23.5, 24.5 ], [ 105, 350, 30.5, 28 ], [ 53, 356, 42.5, 32 ], [ 0, 378, 65, 98.5 ], [ 90, 425, 533, 48 ] ], "category": [ 6, 6, 6, 7, 7, 7, 7, 7, 3 ] }
245
640
640
{ "id": [ 857, 858, 859, 860, 861 ], "area": [ 29175, 19027, 13311, 8505, 8228 ], "bbox": [ [ 188, 436, 194.5, 150 ], [ 351, 435, 147.5, 129 ], [ 421, 428, 130.5, 102 ], [ 508, 345, 121.5, 70 ], [ 545, 424, 93.5, 88 ] ], "category": [ 5, 5, 5, 7, 5 ] }
83
640
640
{ "id": [ 283 ], "area": [ 56430 ], "bbox": [ [ 508, 141, 132, 427.5 ] ], "category": [ 1 ] }
300
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
480
640
640
{ "id": [ 1688 ], "area": [ 56156 ], "bbox": [ [ 167, 362, 202, 278 ] ], "category": [ 4 ] }
203
640
640
{ "id": [ 730, 731, 732, 733 ], "area": [ 2625, 2486, 24565, 16807 ], "bbox": [ [ 259, 152, 52.5, 50 ], [ 341, 175, 58.5, 42.5 ], [ 66, 139, 159, 154.5 ], [ 255, 213, 135, 124.5 ] ], "category": [ 2, 7, 2, 7 ] }
106
640
640
{ "id": [ 368 ], "area": [ 60632 ], "bbox": [ [ 0, 428, 286, 212 ] ], "category": [ 7 ] }
56
640
640
{ "id": [ 200, 201, 202, 203, 204, 205, 206 ], "area": [ 1479, 18, 2600, 3152, 6215, 99000, 623 ], "bbox": [ [ 584, 145, 43.5, 34 ], [ 588, 216, 4, 4.5 ], [ 542, 205, 52, 50 ], [ 548, 242, 48.5, 65 ], [ 583, 224, 56.5, 110 ], [ 244, 164, 300, 330 ], [ 588, 121, 29, 21.5 ] ], "category": [ 7, 2, 7, 7, 7, 2, 7 ] }
258
640
640
{ "id": [ 909, 910 ], "area": [ 109138, 66420 ], "bbox": [ [ 363, 47, 277, 394 ], [ 370, 394, 270, 246 ] ], "category": [ 2, 7 ] }
267
640
640
{ "id": [ 927, 928, 929 ], "area": [ 3145, 8407, 3232 ], "bbox": [ [ 347, 286, 74, 42.5 ], [ 65, 289, 147.5, 57 ], [ 245, 300, 64, 50.5 ] ], "category": [ 7, 7, 7 ] }
428
640
640
{ "id": [ 1464 ], "area": [ 40693 ], "bbox": [ [ 91, 67, 123.5, 329.5 ] ], "category": [ 6 ] }
262
640
640
{ "id": [ 920 ], "area": [ 65450 ], "bbox": [ [ 0, 131, 175, 374 ] ], "category": [ 5 ] }
191
640
640
{ "id": [ 672, 673 ], "area": [ 40183, 20995 ], "bbox": [ [ 154, 182, 281, 143 ], [ 0, 218, 170, 123.5 ] ], "category": [ 7, 7 ] }
22
640
640
{ "id": [ 93, 94, 95 ], "area": [ 5698, 13398, 25056 ], "bbox": [ [ 556, 417, 77, 74 ], [ 391, 415, 132, 101.5 ], [ 354, 544, 261, 96 ] ], "category": [ 7, 7, 7 ] }
345
640
640
{ "id": [ 1187, 1188 ], "area": [ 9547, 21042 ], "bbox": [ [ 363, 117, 100.5, 95 ], [ 205, 103, 167, 126 ] ], "category": [ 1, 1 ] }
8
640
640
{ "id": [], "area": [], "bbox": [], "category": [] }
374
640
640
{ "id": [ 1302 ], "area": [ 68478 ], "bbox": [ [ 438, 301, 202, 339 ] ], "category": [ 7 ] }
34
640
640
{ "id": [ 129 ], "area": [ 96940 ], "bbox": [ [ 263, 0, 262, 370 ] ], "category": [ 6 ] }
309
640
640
{ "id": [ 1089 ], "area": [ 79520 ], "bbox": [ [ 0, 261, 355, 224 ] ], "category": [ 2 ] }
133
640
640
{ "id": [ 447, 448 ], "area": [ 53950, 6359 ], "bbox": [ [ 222, 265, 332, 162.5 ], [ 229, 353, 91.5, 69.5 ] ], "category": [ 2, 1 ] }
140
640
640
{ "id": [ 467, 468, 469, 470, 471, 472 ], "area": [ 11074, 15557, 16254, 29006, 38143, 20169 ], "bbox": [ [ 527, 135, 113, 98 ], [ 462, 152, 127, 122.5 ], [ 292, 229, 126, 129 ], [ 172, 232, 162.5, 178.5 ], [ 43, 290, 212.5, 179.5 ], [ 0, 319, 81, 249 ] ], "category": [ 7, 7, 5, 5, 5, 5 ] }
379
640
640
{ "id": [ 1306, 1307, 1308, 1309, 1310 ], "area": [ 7056, 8800, 2250, 1290, 42602 ], "bbox": [ [ 215, 137, 112, 63 ], [ 129, 162, 137.5, 64 ], [ 620, 215, 20, 112.5 ], [ 218, 270, 29, 44.5 ], [ 282, 266, 358, 119 ] ], "category": [ 7, 7, 7, 4, 3 ] }
End of preview. Expand in Dataset Viewer.

Dataset Card for road-traffic

** The original COCO dataset is stored at dataset.tar.gz**

Dataset Summary

road-traffic

Supported Tasks and Leaderboards

  • object-detection: The dataset can be used to train a model for Object Detection.

Languages

English

Dataset Structure

Data Instances

A data point comprises an image and its object annotations.

{
  'image_id': 15,
  'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=640x640 at 0x2373B065C18>,
  'width': 964043,
  'height': 640,
  'objects': {
    'id': [114, 115, 116, 117], 
    'area': [3796, 1596, 152768, 81002],
    'bbox': [
      [302.0, 109.0, 73.0, 52.0],
      [810.0, 100.0, 57.0, 28.0],
      [160.0, 31.0, 248.0, 616.0],
      [741.0, 68.0, 202.0, 401.0]
    ], 
    'category': [4, 4, 0, 0]
  }
}

Data Fields

  • image: the image id
  • image: PIL.Image.Image object containing the image. Note that when accessing the image column: dataset[0]["image"] the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the "image" column, i.e. dataset[0]["image"] should always be preferred over dataset["image"][0]
  • width: the image width
  • height: the image height
  • objects: a dictionary containing bounding box metadata for the objects present on the image
    • id: the annotation id
    • area: the area of the bounding box
    • bbox: the object's bounding box (in the coco format)
    • category: the object's category.

Who are the annotators?

Annotators are Roboflow users

Additional Information

Licensing Information

See original homepage https://universe.roboflow.com/object-detection/road-traffic

Citation Information 

@misc{ road-traffic,
    title = { road traffic Dataset },
    type = { Open Source Dataset },
    author = { Roboflow 100 },
    howpublished = { \url{ https://universe.roboflow.com/object-detection/road-traffic } },
    url = { https://universe.roboflow.com/object-detection/road-traffic },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { nov },
    note = { visited on 2023-03-29 },
}"

Contributions

Thanks to @mariosasko for adding this dataset.

Downloads last month
75
Edit dataset card
Homepage:
universe.roboflow.com
Point of Contact:
francesco.zuppichini@gmail.com
Size of downloaded dataset files:
37.5 MB
Size of the auto-converted Parquet files:
37.5 MB
Number of rows:
814