video_id stringclasses 1
value | frame_index int64 0 2.79k | class_label stringclasses 20
values | bounding_box listlengths 4 4 | confidence_score float64 0.25 0.99 |
|---|---|---|---|---|
YcvECxtXoxQ | 0 | wheel | [
91.94830322265625,
403.8448181152344,
859.69140625,
697.8743286132812
] | 0.75085 |
YcvECxtXoxQ | 0 | back_left_door | [
170.84317016601562,
172.32504272460938,
410.0692138671875,
549.8414306640625
] | 0.652056 |
YcvECxtXoxQ | 0 | back_left_light | [
52.738525390625,
283.0099792480469,
83.77715301513672,
319.7626953125
] | 0.51325 |
YcvECxtXoxQ | 0 | front_bumper | [
813.369384765625,
366.625,
1245.0836181640625,
624.45654296875
] | 0.510366 |
YcvECxtXoxQ | 0 | back_right_door | [
170.84317016601562,
172.32504272460938,
410.0692138671875,
549.8414306640625
] | 0.481228 |
YcvECxtXoxQ | 0 | front_left_door | [
371.6854248046875,
176.63333129882812,
628.7216796875,
571.481689453125
] | 0.436719 |
YcvECxtXoxQ | 0 | front_glass | [
551.446044921875,
181.615966796875,
918.710693359375,
315.0787658691406
] | 0.406372 |
YcvECxtXoxQ | 0 | front_right_door | [
371.6854248046875,
176.63333129882812,
628.7216796875,
571.481689453125
] | 0.398907 |
YcvECxtXoxQ | 0 | wheel | [
90.91915893554688,
413.1108703613281,
252.17257690429688,
617.2543334960938
] | 0.319849 |
YcvECxtXoxQ | 1 | front_glass | [
552.9833984375,
180.8677215576172,
932.8112182617188,
310.6652526855469
] | 0.936196 |
YcvECxtXoxQ | 1 | front_bumper | [
813.788818359375,
369.76300048828125,
1245.20556640625,
618.2625122070312
] | 0.903502 |
YcvECxtXoxQ | 1 | wheel | [
90.8701171875,
402.44708251953125,
860.626708984375,
698.1107177734375
] | 0.758984 |
YcvECxtXoxQ | 1 | back_left_light | [
52.758209228515625,
282.1080627441406,
84.1202163696289,
320.0478210449219
] | 0.651232 |
YcvECxtXoxQ | 1 | back_left_door | [
170.99526977539062,
172.2442626953125,
410.1380310058594,
549.8092041015625
] | 0.635884 |
YcvECxtXoxQ | 1 | back_right_door | [
170.99526977539062,
172.2442626953125,
410.1380310058594,
549.8092041015625
] | 0.456356 |
YcvECxtXoxQ | 1 | front_left_door | [
371.76153564453125,
176.99948120117188,
628.2501831054688,
568.6668701171875
] | 0.353877 |
YcvECxtXoxQ | 1 | front_right_door | [
371.76153564453125,
176.99948120117188,
628.2501831054688,
568.6668701171875
] | 0.33122 |
YcvECxtXoxQ | 1 | wheel | [
91.02796936035156,
413.11468505859375,
252.14065551757812,
617.2581787109375
] | 0.30475 |
YcvECxtXoxQ | 1 | back_right_light | [
52.758209228515625,
282.1080627441406,
84.1202163696289,
320.0478210449219
] | 0.259844 |
YcvECxtXoxQ | 2 | front_glass | [
552.8834838867188,
181.3884735107422,
935.9217529296875,
311.20440673828125
] | 0.916824 |
YcvECxtXoxQ | 2 | front_bumper | [
809.7339477539062,
364.10528564453125,
1245.3798828125,
621.2179565429688
] | 0.908651 |
YcvECxtXoxQ | 2 | wheel | [
91.95233154296875,
404.1487731933594,
860.1904296875,
697.7167358398438
] | 0.746172 |
YcvECxtXoxQ | 2 | back_left_door | [
170.90432739257812,
172.30264282226562,
409.59912109375,
550.7781982421875
] | 0.642312 |
YcvECxtXoxQ | 2 | back_left_light | [
52.865234375,
282.6318359375,
84.34144592285156,
319.8864440917969
] | 0.629158 |
YcvECxtXoxQ | 2 | back_right_door | [
170.90432739257812,
172.30264282226562,
409.59912109375,
550.7781982421875
] | 0.459464 |
YcvECxtXoxQ | 2 | front_left_door | [
371.7066955566406,
176.99966430664062,
628.5906982421875,
571.4168090820312
] | 0.430551 |
YcvECxtXoxQ | 2 | front_right_door | [
371.7066955566406,
176.99966430664062,
628.5906982421875,
571.4168090820312
] | 0.390131 |
YcvECxtXoxQ | 2 | wheel | [
90.70856475830078,
413.2720947265625,
251.88803100585938,
617.1556396484375
] | 0.352624 |
YcvECxtXoxQ | 2 | hood | [
686.285400390625,
300.6372375488281,
1209.1192626953125,
388.98712158203125
] | 0.323836 |
YcvECxtXoxQ | 3 | wheel | [
92.24334716796875,
403.7930908203125,
860.7203369140625,
697.7554931640625
] | 0.708632 |
YcvECxtXoxQ | 3 | back_left_door | [
170.82594299316406,
172.52992248535156,
409.84619140625,
550.6702880859375
] | 0.649533 |
YcvECxtXoxQ | 3 | back_left_light | [
52.936607360839844,
282.6760559082031,
83.83064270019531,
319.9444580078125
] | 0.549351 |
YcvECxtXoxQ | 3 | front_bumper | [
809.8150024414062,
366.49322509765625,
1244.5509033203125,
618.0494384765625
] | 0.488924 |
YcvECxtXoxQ | 3 | back_right_door | [
170.82594299316406,
172.52992248535156,
409.84619140625,
550.6702880859375
] | 0.469976 |
YcvECxtXoxQ | 3 | front_left_door | [
371.5721130371094,
176.8349609375,
629.4959106445312,
573.0364990234375
] | 0.43087 |
YcvECxtXoxQ | 3 | front_right_door | [
371.5721130371094,
176.8349609375,
629.4959106445312,
573.0364990234375
] | 0.389378 |
YcvECxtXoxQ | 3 | wheel | [
90.95191955566406,
413.18505859375,
251.49905395507812,
617.289306640625
] | 0.34937 |
YcvECxtXoxQ | 4 | front_bumper | [
425.9751281738281,
305.8916320800781,
1118.14599609375,
571.004150390625
] | 0.952035 |
YcvECxtXoxQ | 4 | front_glass | [
433.40478515625,
108.60693359375,
902.4193115234375,
226.10330200195312
] | 0.80759 |
YcvECxtXoxQ | 4 | right_mirror | [
894.5082397460938,
189.70347595214844,
943.929443359375,
221.99563598632812
] | 0.619962 |
YcvECxtXoxQ | 4 | left_mirror | [
894.5082397460938,
189.70347595214844,
943.929443359375,
221.99563598632812
] | 0.569485 |
YcvECxtXoxQ | 4 | wheel | [
298.64923095703125,
333.4700012207031,
365.28692626953125,
533.2005004882812
] | 0.559323 |
YcvECxtXoxQ | 4 | front_left_door | [
325.1249084472656,
117.30458068847656,
421.28466796875,
485.48931884765625
] | 0.509255 |
YcvECxtXoxQ | 4 | wheel | [
372.737548828125,
367.8221740722656,
499.5892028808594,
647.2654418945312
] | 0.470505 |
YcvECxtXoxQ | 4 | front_right_door | [
325.1249084472656,
117.30458068847656,
421.28466796875,
485.48931884765625
] | 0.432163 |
YcvECxtXoxQ | 4 | front_left_light | [
1025.8409423828125,
278.809326171875,
1102.41064453125,
327.00323486328125
] | 0.404258 |
YcvECxtXoxQ | 4 | wheel | [
908.27734375,
564.5042114257812,
1068.892578125,
625.8389892578125
] | 0.363001 |
YcvECxtXoxQ | 4 | front_right_light | [
1025.8409423828125,
278.809326171875,
1102.41064453125,
327.00323486328125
] | 0.361152 |
YcvECxtXoxQ | 4 | hood | [
452.8924255371094,
225.69085693359375,
1076.748046875,
295.9280090332031
] | 0.283417 |
YcvECxtXoxQ | 5 | front_bumper | [
403.2946472167969,
287.6759033203125,
1104.14013671875,
572.931640625
] | 0.947851 |
YcvECxtXoxQ | 5 | front_glass | [
419.6197509765625,
113.56175231933594,
873.0831298828125,
230.41891479492188
] | 0.730397 |
YcvECxtXoxQ | 5 | right_mirror | [
866.0277099609375,
193.49708557128906,
907.5173950195312,
224.85682678222656
] | 0.727151 |
YcvECxtXoxQ | 5 | left_mirror | [
866.0277099609375,
193.49708557128906,
907.5173950195312,
224.85682678222656
] | 0.710301 |
YcvECxtXoxQ | 5 | wheel | [
356.9590148925781,
366.5464172363281,
494.520751953125,
649.99462890625
] | 0.679562 |
YcvECxtXoxQ | 5 | front_left_door | [
293.53961181640625,
108.14984130859375,
390.36566162109375,
499.917236328125
] | 0.540503 |
YcvECxtXoxQ | 5 | front_right_door | [
293.53961181640625,
108.14984130859375,
390.36566162109375,
499.917236328125
] | 0.447388 |
YcvECxtXoxQ | 5 | hood | [
438.5040283203125,
220.54185485839844,
1061.254150390625,
289.9602355957031
] | 0.389735 |
YcvECxtXoxQ | 5 | wheel | [
884.8329467773438,
565.9093017578125,
1046.243896484375,
625.6112670898438
] | 0.27511 |
YcvECxtXoxQ | 6 | front_bumper | [
414.1951599121094,
268.09161376953125,
1101.814453125,
572.2646484375
] | 0.942102 |
YcvECxtXoxQ | 6 | front_glass | [
400.3513488769531,
111.49087524414062,
852.8135986328125,
231.6484375
] | 0.644406 |
YcvECxtXoxQ | 6 | wheel | [
354.3369140625,
363.90667724609375,
495.4219970703125,
652.195068359375
] | 0.586835 |
YcvECxtXoxQ | 6 | front_left_door | [
268.98590087890625,
110.66078186035156,
372.7047119140625,
498.7423095703125
] | 0.430016 |
YcvECxtXoxQ | 6 | front_right_door | [
268.98590087890625,
110.66078186035156,
372.7047119140625,
498.7423095703125
] | 0.419829 |
YcvECxtXoxQ | 6 | wheel | [
869.9862670898438,
565.022705078125,
1039.61083984375,
621.3204345703125
] | 0.368503 |
YcvECxtXoxQ | 6 | front_left_light | [
1014.7598876953125,
271.31072998046875,
1080.43359375,
332.447265625
] | 0.368213 |
YcvECxtXoxQ | 6 | front_right_light | [
1014.7598876953125,
271.31072998046875,
1080.43359375,
332.447265625
] | 0.36317 |
YcvECxtXoxQ | 6 | right_mirror | [
836.5011596679688,
193.689453125,
883.7157592773438,
225.38441467285156
] | 0.351389 |
YcvECxtXoxQ | 6 | left_mirror | [
836.5011596679688,
193.689453125,
883.7157592773438,
225.38441467285156
] | 0.326875 |
YcvECxtXoxQ | 7 | back_bumper | [
123.8555908203125,
280.2550048828125,
816.4657592773438,
618.761474609375
] | 0.873908 |
YcvECxtXoxQ | 7 | right_mirror | [
1036.27392578125,
250.7503662109375,
1088.066650390625,
301.7010498046875
] | 0.750996 |
YcvECxtXoxQ | 7 | back_glass | [
149.240966796875,
67.2439956665039,
624.5492553710938,
261.8811950683594
] | 0.65567 |
YcvECxtXoxQ | 7 | left_mirror | [
1036.27392578125,
250.7503662109375,
1088.066650390625,
301.7010498046875
] | 0.563171 |
YcvECxtXoxQ | 7 | wheel | [
153.78948974609375,
429.80206298828125,
933.8460083007812,
717.5911254882812
] | 0.515368 |
YcvECxtXoxQ | 7 | trunk | [
122.9266357421875,
239.22915649414062,
609.2349853515625,
480.4875183105469
] | 0.395065 |
YcvECxtXoxQ | 7 | wheel | [
1031.99072265625,
401.57421875,
1118.7467041015625,
583.2317504882812
] | 0.363247 |
YcvECxtXoxQ | 7 | back_left_door | [
808.9142456054688,
102.82908630371094,
1025.3447265625,
555.2243041992188
] | 0.347328 |
YcvECxtXoxQ | 7 | back_right_door | [
808.9142456054688,
102.82908630371094,
1025.3447265625,
555.2243041992188
] | 0.296804 |
YcvECxtXoxQ | 8 | back_bumper | [
112.475341796875,
259.58233642578125,
819.6898193359375,
599.343017578125
] | 0.951431 |
YcvECxtXoxQ | 8 | trunk | [
121.31057739257812,
180.24012756347656,
619.072998046875,
463.4339599609375
] | 0.658421 |
YcvECxtXoxQ | 8 | back_glass | [
160.11691284179688,
46.266014099121094,
642.4520874023438,
227.97195434570312
] | 0.557495 |
YcvECxtXoxQ | 8 | right_mirror | [
1033.814208984375,
239.09799194335938,
1086.4703369140625,
290.415283203125
] | 0.361614 |
YcvECxtXoxQ | 8 | wheel | [
187.204345703125,
411.55047607421875,
929.6898803710938,
715.4003295898438
] | 0.35192 |
YcvECxtXoxQ | 8 | wheel | [
223.39443969726562,
582.6907348632812,
414.0021667480469,
660.3606567382812
] | 0.306766 |
YcvECxtXoxQ | 9 | back_bumper | [
116.58929443359375,
246.30584716796875,
813.3016357421875,
580.1177978515625
] | 0.955148 |
YcvECxtXoxQ | 9 | back_glass | [
153.81808471679688,
22.968765258789062,
635.2442626953125,
219.11947631835938
] | 0.558884 |
YcvECxtXoxQ | 9 | trunk | [
122.30355834960938,
178.9201202392578,
608.07373046875,
442.7320251464844
] | 0.525871 |
YcvECxtXoxQ | 9 | back_glass | [
148.98170471191406,
27.627822875976562,
626.6591186523438,
221.16525268554688
] | 0.444319 |
YcvECxtXoxQ | 9 | left_mirror | [
1031.68798828125,
229.8472900390625,
1084.6444091796875,
280.37982177734375
] | 0.411646 |
YcvECxtXoxQ | 9 | right_mirror | [
1031.68798828125,
229.8472900390625,
1084.6444091796875,
280.37982177734375
] | 0.392018 |
YcvECxtXoxQ | 9 | wheel | [
1026.9593505859375,
366.46710205078125,
1112.55029296875,
566.9183959960938
] | 0.348712 |
YcvECxtXoxQ | 9 | wheel | [
740.7440795898438,
366.3776550292969,
1116.67529296875,
718.2949829101562
] | 0.29106 |
YcvECxtXoxQ | 9 | wheel | [
200.86367797851562,
417.47027587890625,
919.870849609375,
714.185302734375
] | 0.276259 |
YcvECxtXoxQ | 9 | back_right_light | [
401.2535705566406,
155.39642333984375,
784.5940551757812,
251.86465454101562
] | 0.261892 |
YcvECxtXoxQ | 9 | wheel | [
223.9539794921875,
566.2879028320312,
412.7965087890625,
648.3690185546875
] | 0.251747 |
YcvECxtXoxQ | 15 | back_glass | [
977.1737060546875,
128.47225952148438,
1278.53662109375,
317.6641845703125
] | 0.28493 |
YcvECxtXoxQ | 15 | back_glass | [
979.7301635742188,
124.02362060546875,
1279.38134765625,
317.4395751953125
] | 0.279923 |
YcvECxtXoxQ | 20 | front_glass | [
546.2965087890625,
179.6276092529297,
934.7457275390625,
313.6218566894531
] | 0.873457 |
YcvECxtXoxQ | 20 | front_bumper | [
824.8123779296875,
392.071044921875,
1246.6455078125,
630.6317138671875
] | 0.833503 |
YcvECxtXoxQ | 20 | back_left_door | [
172.97021484375,
172.95187377929688,
405.5389404296875,
548.9266357421875
] | 0.694035 |
YcvECxtXoxQ | 20 | back_left_light | [
52.72795104980469,
281.6384582519531,
83.6678466796875,
319.793212890625
] | 0.646389 |
End of preview. Expand in Data Studio
Assignment 2 Detection Result
This is the Car Parts Detection result for the following videos: Link
Dataset Details
Uses
THis can be used as a retrieval source.
Dataset Structure
dataset_info: features:
- name: video_id dtype: string
- name: frame_index dtype: int64
- name: class_label dtype: string
- name: bounding_box list: float64
- name: confidence_score dtype: float64 splits:
- name: train num_bytes: 363226 num_examples: 4451 download_size: 165351 dataset_size: 363226 configs:
- config_name: default
data_files:
- split: train path: data/train-*
Dataset Creation
Source Data
Video: Link
Data Collection and Processing
We procecss the data frame by frame: each frame is 1 second step, and detect the objects using finetuned YOLO26 on car parts dataset as in Link
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