Datasets:

Francesco
/

trail-camera

image_id int64 0 940	width int32 640 640	height int32 640 640	objects sequence
74	640	640	{ "id": [], "area": [], "bbox": [], "category": [] }
779	640	640	{ "id": [ 1351 ], "area": [ 24764 ], "bbox": [ [ 15, 227, 164, 151 ] ], "category": [ 1 ] }
633	640	640	{ "id": [ 1118, 1119, 1120 ], "area": [ 4437, 4387, 45879 ], "bbox": [ [ 454, 356, 62.5, 71 ], [ 345, 365, 65, 67.5 ], [ 79, 416, 246, 186.5 ] ], "category": [ 2, 2, 2 ] }
350	640	640	{ "id": [ 572, 573 ], "area": [ 8325, 17887 ], "bbox": [ [ 258, 280, 92.5, 90 ], [ 350, 259, 132.5, 135 ] ], "category": [ 2, 2 ] }
416	640	640	{ "id": [ 692 ], "area": [ 6853 ], "bbox": [ [ 148, 299, 89, 77 ] ], "category": [ 2 ] }
248	640	640	{ "id": [ 410, 411 ], "area": [ 19106, 27357 ], "bbox": [ [ 0, 237, 82, 233 ], [ 423, 266, 155, 176.5 ] ], "category": [ 1, 1 ] }
412	640	640	{ "id": [ 685, 686 ], "area": [ 4865, 1892 ], "bbox": [ [ 87, 316, 69.5, 70 ], [ 285, 394, 43, 44 ] ], "category": [ 2, 2 ] }
780	640	640	{ "id": [ 1352, 1353, 1354, 1355, 1356 ], "area": [ 9911, 3437, 4792, 2703, 41548 ], "bbox": [ [ 175, 285, 106, 93.5 ], [ 283, 306, 55, 62.5 ], [ 371, 307, 67.5, 71 ], [ 495, 320, 51, 53 ], [ 0, 275, 136, 305.5 ] ], "category": [ 2, 2, 2, 2, 2 ] }
218	640	640	{ "id": [ 363 ], "area": [ 102382 ], "bbox": [ [ 230, 28, 206, 497 ] ], "category": [ 1 ] }
736	640	640	{ "id": [ 1281 ], "area": [ 27010 ], "bbox": [ [ 405, 233, 182.5, 148 ] ], "category": [ 1 ] }
297	640	640	{ "id": [ 482 ], "area": [ 56160 ], "bbox": [ [ 468, 148, 156, 360 ] ], "category": [ 1 ] }
44	640	640	{ "id": [ 77, 78, 79 ], "area": [ 4644, 1423, 887 ], "bbox": [ [ 202, 318, 72, 64.5 ], [ 263, 355, 42.5, 33.5 ], [ 363, 369, 26.5, 33.5 ] ], "category": [ 2, 2, 2 ] }
626	640	640	{ "id": [ 1105, 1106 ], "area": [ 152590, 57500 ], "bbox": [ [ 0, 64, 381, 400.5 ], [ 515, 82, 125, 460 ] ], "category": [ 1, 1 ] }
269	640	640	{ "id": [ 444 ], "area": [ 57137 ], "bbox": [ [ 465, 79, 175, 326.5 ] ], "category": [ 1 ] }
836	640	640	{ "id": [ 1454, 1455 ], "area": [ 11797, 2280 ], "bbox": [ [ 5, 246, 94, 125.5 ], [ 616, 373, 24, 95 ] ], "category": [ 2, 2 ] }
862	640	640	{ "id": [ 1492 ], "area": [ 78556 ], "bbox": [ [ 211, 12, 164, 479 ] ], "category": [ 1 ] }
208	640	640	{ "id": [ 350 ], "area": [ 7728 ], "bbox": [ [ 223, 336, 96, 80.5 ] ], "category": [ 2 ] }
259	640	640	{ "id": [ 432 ], "area": [ 15286 ], "bbox": [ [ 302, 332, 129, 118.5 ] ], "category": [ 2 ] }
178	640	640	{ "id": [ 297, 298 ], "area": [ 24192, 4224 ], "bbox": [ [ 149, 331, 126, 192 ], [ 319, 301, 59.5, 71 ] ], "category": [ 1, 1 ] }
826	640	640	{ "id": [ 1430, 1431, 1432 ], "area": [ 10815, 4512, 5310 ], "bbox": [ [ 73, 259, 105, 103 ], [ 27, 264, 47.5, 95 ], [ 310, 281, 60, 88.5 ] ], "category": [ 2, 2, 2 ] }
632	640	640	{ "id": [ 1117 ], "area": [ 32550 ], "bbox": [ [ 490, 113, 150, 217 ] ], "category": [ 1 ] }
706	640	640	{ "id": [ 1230, 1231, 1232 ], "area": [ 20189, 24716, 2764 ], "bbox": [ [ 1, 306, 149, 135.5 ], [ 219, 340, 167, 148 ], [ 262, 313, 57, 48.5 ] ], "category": [ 2, 2, 2 ] }
722	640	640	{ "id": [ 1258 ], "area": [ 61060 ], "bbox": [ [ 462, 229, 177.5, 344 ] ], "category": [ 1 ] }
576	640	640	{ "id": [ 1003, 1004 ], "area": [ 26732, 54978 ], "bbox": [ [ 0, 40, 82, 326 ], [ 486, 52, 154, 357 ] ], "category": [ 1, 1 ] }
495	640	640	{ "id": [ 834, 835, 836, 837 ], "area": [ 40137, 1151, 946, 1944 ], "bbox": [ [ 258, 378, 169, 237.5 ], [ 344, 301, 23.5, 49 ], [ 331, 295, 21.5, 44 ], [ 398, 297, 38.5, 50.5 ] ], "category": [ 2, 2, 2, 2 ] }
727	640	640	{ "id": [ 1267 ], "area": [ 34224 ], "bbox": [ [ 58, 260, 186, 184 ] ], "category": [ 2 ] }
664	640	640	{ "id": [ 1162, 1163, 1164 ], "area": [ 10290, 5218, 1581 ], "bbox": [ [ 93, 271, 105, 98 ], [ 412, 298, 62.5, 83.5 ], [ 461, 329, 28.5, 55.5 ] ], "category": [ 1, 1, 1 ] }
476	640	640	{ "id": [ 803 ], "area": [ 125751 ], "bbox": [ [ 281, 87, 334, 376.5 ] ], "category": [ 1 ] }
358	640	640	{ "id": [ 585, 586 ], "area": [ 6858, 281688 ], "bbox": [ [ 199, 288, 77.5, 88.5 ], [ 92, 101, 547.5, 514.5 ] ], "category": [ 2, 2 ] }
597	640	640	{ "id": [ 1047, 1048, 1049 ], "area": [ 3648, 2394, 4572 ], "bbox": [ [ 221, 326, 69.5, 52.5 ], [ 287, 311, 46.5, 51.5 ], [ 331, 261, 45.5, 100.5 ] ], "category": [ 2, 2, 2 ] }
262	640	640	{ "id": [ 435 ], "area": [ 9823 ], "bbox": [ [ 4, 238, 72.5, 135.5 ] ], "category": [ 2 ] }
103	640	640	{ "id": [ 174 ], "area": [ 120487 ], "bbox": [ [ 84, 126, 315, 382.5 ] ], "category": [ 1 ] }
65	640	640	{ "id": [ 111 ], "area": [ 67626 ], "bbox": [ [ 136, 172, 204, 331.5 ] ], "category": [ 1 ] }
77	640	640	{ "id": [ 127 ], "area": [ 114453 ], "bbox": [ [ 4, 373, 471, 243 ] ], "category": [ 2 ] }
299	640	640	{ "id": [ 485, 486, 487 ], "area": [ 3871, 3570, 6685 ], "bbox": [ [ 0, 280, 49, 79 ], [ 71, 301, 34, 105 ], [ 100, 299, 71.5, 93.5 ] ], "category": [ 1, 1, 1 ] }
733	640	640	{ "id": [ 1277 ], "area": [ 37537 ], "bbox": [ [ 176, 451, 231, 162.5 ] ], "category": [ 2 ] }
558	640	640	{ "id": [ 968, 969, 970 ], "area": [ 11077, 6672, 2656 ], "bbox": [ [ 105, 337, 105.5, 105 ], [ 403, 340, 78.5, 85 ], [ 598, 430, 41.5, 64 ] ], "category": [ 2, 2, 2 ] }
366	640	640	{ "id": [ 601 ], "area": [ 42608 ], "bbox": [ [ 0, 279, 127, 335.5 ] ], "category": [ 1 ] }
530	640	640	{ "id": [ 909, 910 ], "area": [ 81366, 364206 ], "bbox": [ [ 448, 68, 191, 426 ], [ 0, 0, 601, 606 ] ], "category": [ 1, 1 ] }
775	640	640	{ "id": [ 1343, 1344, 1345 ], "area": [ 4892, 23370, 82704 ], "bbox": [ [ 362, 285, 47.5, 103 ], [ 181, 314, 142.5, 164 ], [ 389, 301, 251, 329.5 ] ], "category": [ 2, 2, 2 ] }
521	640	640	{ "id": [ 892 ], "area": [ 9241 ], "bbox": [ [ 275, 338, 101, 91.5 ] ], "category": [ 1 ] }
887	640	640	{ "id": [ 1530 ], "area": [ 2272 ], "bbox": [ [ 0, 238, 32, 71 ] ], "category": [ 2 ] }
149	640	640	{ "id": [ 244, 245 ], "area": [ 11468, 52240 ], "bbox": [ [ 81, 262, 94, 122 ], [ 7, 302, 171, 305.5 ] ], "category": [ 2, 2 ] }
333	640	640	{ "id": [ 547 ], "area": [ 13068 ], "bbox": [ [ 105, 309, 127.5, 102.5 ] ], "category": [ 2 ] }
555	640	640	{ "id": [ 965 ], "area": [ 115744 ], "bbox": [ [ 265, 106, 289, 400.5 ] ], "category": [ 1 ] }
673	640	640	{ "id": [ 1179 ], "area": [ 9490 ], "bbox": [ [ 112, 303, 101.5, 93.5 ] ], "category": [ 2 ] }
680	640	640	{ "id": [ 1191 ], "area": [ 38637 ], "bbox": [ [ 480, 208, 159, 243 ] ], "category": [ 1 ] }
396	640	640	{ "id": [ 661 ], "area": [ 109270 ], "bbox": [ [ 0, 168, 245, 446 ] ], "category": [ 1 ] }
524	640	640	{ "id": [ 895 ], "area": [ 8862 ], "bbox": [ [ 207, 250, 105.5, 84 ] ], "category": [ 2 ] }
354	640	640	{ "id": [ 581 ], "area": [ 5040 ], "bbox": [ [ 129, 324, 72, 70 ] ], "category": [ 2 ] }
148	640	640	{ "id": [ 243 ], "area": [ 29880 ], "bbox": [ [ 496, 148, 144, 207.5 ] ], "category": [ 1 ] }
300	640	640	{ "id": [ 488, 489, 490 ], "area": [ 3927, 7206, 10320 ], "bbox": [ [ 400, 330, 51, 77 ], [ 470, 325, 71, 101.5 ], [ 258, 327, 96, 107.5 ] ], "category": [ 1, 1, 1 ] }
99	640	640	{ "id": [ 167, 168, 169 ], "area": [ 18778, 7125, 3208 ], "bbox": [ [ 45, 281, 160.5, 117 ], [ 293, 279, 62.5, 114 ], [ 440, 245, 34.5, 93 ] ], "category": [ 2, 2, 2 ] }
70	640	640	{ "id": [ 117 ], "area": [ 39617 ], "bbox": [ [ 467, 200, 173, 229 ] ], "category": [ 1 ] }
552	640	640	{ "id": [ 956, 957 ], "area": [ 13978, 137151 ], "bbox": [ [ 133, 236, 116, 120.5 ], [ 0, 146, 294, 466.5 ] ], "category": [ 1, 1 ] }
309	640	640	{ "id": [ 501, 502 ], "area": [ 2846, 2780 ], "bbox": [ [ 22, 259, 49.5, 57.5 ], [ 366, 279, 67, 41.5 ] ], "category": [ 2, 2 ] }
519	640	640	{ "id": [ 883 ], "area": [ 28020 ], "bbox": [ [ 210, 259, 173.5, 161.5 ] ], "category": [ 2 ] }
286	640	640	{ "id": [ 468 ], "area": [ 31353 ], "bbox": [ [ 572, 108, 67.5, 464.5 ] ], "category": [ 1 ] }
819	640	640	{ "id": [ 1422 ], "area": [ 32913 ], "bbox": [ [ 539, 282, 100.5, 327.5 ] ], "category": [ 1 ] }
279	640	640	{ "id": [ 458 ], "area": [ 38853 ], "bbox": [ [ 521, 32, 119, 326.5 ] ], "category": [ 1 ] }
119	640	640	{ "id": [ 193 ], "area": [ 159707 ], "bbox": [ [ 0, 34, 331, 482.5 ] ], "category": [ 1 ] }
345	640	640	{ "id": [ 565 ], "area": [ 99106 ], "bbox": [ [ 130, 61, 252.5, 392.5 ] ], "category": [ 1 ] }
852	640	640	{ "id": [ 1478 ], "area": [ 162864 ], "bbox": [ [ 0, 24, 312, 522 ] ], "category": [ 1 ] }
202	640	640	{ "id": [ 338, 339, 340, 341 ], "area": [ 4181, 2327, 1649, 3810 ], "bbox": [ [ 390, 177, 56.5, 74 ], [ 333, 188, 35, 66.5 ], [ 121, 233, 34, 48.5 ], [ 167, 229, 63.5, 60 ] ], "category": [ 1, 1, 1, 1 ] }
869	640	640	{ "id": [ 1501, 1502, 1503 ], "area": [ 3618, 5215, 3842 ], "bbox": [ [ 269, 334, 67, 54 ], [ 254, 315, 91.5, 57 ], [ 436, 336, 56.5, 68 ] ], "category": [ 2, 2, 2 ] }
567	640	640	{ "id": [ 985 ], "area": [ 56295 ], "bbox": [ [ 1, 318, 202.5, 278 ] ], "category": [ 1 ] }
292	640	640	{ "id": [ 476 ], "area": [ 94129 ], "bbox": [ [ 414, 121, 226, 416.5 ] ], "category": [ 1 ] }
320	640	640	{ "id": [ 523, 524, 525 ], "area": [ 5440, 11676, 6290 ], "bbox": [ [ 95, 332, 64, 85 ], [ 260, 331, 121, 96.5 ], [ 173, 338, 74, 85 ] ], "category": [ 1, 1, 1 ] }
545	640	640	{ "id": [ 938 ], "area": [ 63172 ], "bbox": [ [ 504, 103, 136, 464.5 ] ], "category": [ 1 ] }
10	640	640	{ "id": [ 13 ], "area": [ 40500 ], "bbox": [ [ 59, 34, 112.5, 360 ] ], "category": [ 1 ] }
433	640	640	{ "id": [ 716 ], "area": [ 5846 ], "bbox": [ [ 255, 341, 79, 74 ] ], "category": [ 2 ] }
257	640	640	{ "id": [ 430 ], "area": [ 64000 ], "bbox": [ [ 436, 171, 200, 320 ] ], "category": [ 1 ] }
344	640	640	{ "id": [ 564 ], "area": [ 48311 ], "bbox": [ [ 542, 108, 97.5, 495.5 ] ], "category": [ 1 ] }
189	640	640	{ "id": [], "area": [], "bbox": [], "category": [] }
4	640	640	{ "id": [ 5 ], "area": [ 87587 ], "bbox": [ [ 0, 59, 275, 318.5 ] ], "category": [ 1 ] }
515	640	640	{ "id": [ 878 ], "area": [ 134075 ], "bbox": [ [ 294, 224, 346, 387.5 ] ], "category": [ 1 ] }
223	640	640	{ "id": [ 369 ], "area": [ 5313 ], "bbox": [ [ 334, 266, 69, 77 ] ], "category": [ 2 ] }
227	640	640	{ "id": [ 380 ], "area": [ 99797 ], "bbox": [ [ 228, 23, 209, 477.5 ] ], "category": [ 1 ] }
312	640	640	{ "id": [ 506 ], "area": [ 58203 ], "bbox": [ [ 487, 95, 127.5, 456.5 ] ], "category": [ 1 ] }
304	640	640	{ "id": [ 494 ], "area": [ 4095 ], "bbox": [ [ 50, 298, 65, 63 ] ], "category": [ 2 ] }
573	640	640	{ "id": [ 999, 1000 ], "area": [ 27224, 4620 ], "bbox": [ [ 168, 357, 164, 166 ], [ 225, 278, 88, 52.5 ] ], "category": [ 2, 2 ] }
450	640	640	{ "id": [ 752, 753, 754 ], "area": [ 3270, 3107, 7844 ], "bbox": [ [ 298, 344, 60, 54.5 ], [ 220, 362, 55, 56.5 ], [ 441, 361, 74, 106 ] ], "category": [ 2, 2, 2 ] }
389	640	640	{ "id": [ 651, 652, 653 ], "area": [ 5278, 9438, 31164 ], "bbox": [ [ 380, 312, 91, 58 ], [ 460, 301, 66, 143 ], [ 0, 316, 159, 196 ] ], "category": [ 2, 2, 2 ] }
833	640	640	{ "id": [ 1442 ], "area": [ 101846 ], "bbox": [ [ 392, 203, 247.5, 411.5 ] ], "category": [ 1 ] }
753	640	640	{ "id": [ 1308, 1309, 1310, 1311, 1312 ], "area": [ 6162, 5437, 7965, 40376, 162408 ], "bbox": [ [ 325, 288, 72.5, 85 ], [ 118, 290, 62.5, 87 ], [ 3, 324, 59, 135 ], [ 154, 301, 196, 206 ], [ 236, 214, 404, 402 ] ], "category": [ 2, 2, 2, 2, 2 ] }
410	640	640	{ "id": [ 682 ], "area": [ 108033 ], "bbox": [ [ 114, 24, 242.5, 445.5 ] ], "category": [ 1 ] }
686	640	640	{ "id": [ 1203 ], "area": [ 146730 ], "bbox": [ [ 78, 214, 365, 402 ] ], "category": [ 1 ] }
15	640	640	{ "id": [ 27 ], "area": [ 117976 ], "bbox": [ [ 0, 280, 347.5, 339.5 ] ], "category": [ 2 ] }
225	640	640	{ "id": [ 373, 374, 375 ], "area": [ 2812, 2632, 16431 ], "bbox": [ [ 434, 339, 37, 76 ], [ 470, 344, 39, 67.5 ], [ 502, 291, 137.5, 119.5 ] ], "category": [ 2, 2, 2 ] }
127	640	640	{ "id": [ 204 ], "area": [ 82362 ], "bbox": [ [ 193, 0, 159, 518 ] ], "category": [ 1 ] }
125	640	640	{ "id": [ 200, 201, 202 ], "area": [ 22842, 12825, 973 ], "bbox": [ [ 0, 315, 141, 162 ], [ 426, 505, 114, 112.5 ], [ 197, 311, 20.5, 47.5 ] ], "category": [ 2, 2, 2 ] }
104	640	640	{ "id": [ 175 ], "area": [ 159729 ], "bbox": [ [ 309, 132, 329, 485.5 ] ], "category": [ 1 ] }
230	640	640	{ "id": [ 383 ], "area": [ 50688 ], "bbox": [ [ 496, 21, 144, 352 ] ], "category": [ 1 ] }
89	640	640	{ "id": [ 150, 151, 152, 153, 154 ], "area": [ 11044, 1937, 42712, 45221, 35000 ], "bbox": [ [ 148, 273, 111, 99.5 ], [ 499, 314, 31, 62.5 ], [ 171, 282, 212.5, 201 ], [ 271, 346, 232.5, 194.5 ], [ 4, 331, 125, 280 ] ], "category": [ 2, 2, 2, 2, 2 ] }
825	640	640	{ "id": [ 1429 ], "area": [ 68487 ], "bbox": [ [ 529, 0, 111, 617 ] ], "category": [ 1 ] }
500	640	640	{ "id": [ 843, 844, 845 ], "area": [ 70750, 14756, 2420 ], "bbox": [ [ 131, 341, 250, 283 ], [ 91, 215, 108.5, 136 ], [ 2, 338, 23.5, 103 ] ], "category": [ 1, 1, 1 ] }
310	640	640	{ "id": [ 503 ], "area": [ 65455 ], "bbox": [ [ 510, 59, 130, 503.5 ] ], "category": [ 1 ] }
265	640	640	{ "id": [ 439, 440 ], "area": [ 7276, 2907 ], "bbox": [ [ 342, 346, 94.5, 77 ], [ 446, 425, 51, 57 ] ], "category": [ 2, 2 ] }
287	640	640	{ "id": [ 469 ], "area": [ 4725 ], "bbox": [ [ 311, 338, 70, 67.5 ] ], "category": [ 2 ] }
308	640	640	{ "id": [ 500 ], "area": [ 21920 ], "bbox": [ [ 18, 236, 137, 160 ] ], "category": [ 1 ] }

End of preview. Expand in Dataset Viewer.

Dataset Card for trail-camera

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

Dataset Summary

trail-camera

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/trail-camera

Citation Information

@misc{ trail-camera,
    title = { trail camera Dataset },
    type = { Open Source Dataset },
    author = { Roboflow 100 },
    howpublished = { \url{ https://universe.roboflow.com/object-detection/trail-camera } },
    url = { https://universe.roboflow.com/object-detection/trail-camera },
    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: 40

Edit dataset card

Homepage:

universe.roboflow.com

Point of Contact:

francesco.zuppichini@gmail.com

Size of downloaded dataset files:

68.3 MB

Size of the auto-converted Parquet files:

68.3 MB

Number of rows:

1,311