video_id large_stringclasses 1
value | frame_index int64 0 2.79k | timestamp int64 0 2.79k | class_label large_stringclasses 20
values | class_id int64 0 22 | x_min float64 0 3.8k | y_min float64 0 2.06k | x_max float64 113 3.84k | y_max float64 192 2.16k | confidence_score float64 0.25 0.98 | detector_name large_stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
YcvECxtXoxQ | 0 | 0 | wheel | 22 | 267.151794 | 1,245.234375 | 2,578.783447 | 2,095.861084 | 0.890459 | yolov8n-seg-carparts |
YcvECxtXoxQ | 0 | 0 | front_right_door | 14 | 1,123.397217 | 524.212463 | 1,864.509521 | 1,670.372314 | 0.524085 | yolov8n-seg-carparts |
YcvECxtXoxQ | 0 | 0 | front_left_door | 11 | 1,128.726318 | 527.486206 | 1,868.22229 | 1,659.024536 | 0.49095 | yolov8n-seg-carparts |
YcvECxtXoxQ | 0 | 0 | front_bumper | 8 | 2,502.97998 | 1,223.849487 | 3,729.414551 | 1,866.744507 | 0.489806 | yolov8n-seg-carparts |
YcvECxtXoxQ | 0 | 0 | back_left_light | 4 | 157.734207 | 851.506531 | 251.781708 | 968.050232 | 0.312496 | yolov8n-seg-carparts |
YcvECxtXoxQ | 1 | 1 | wheel | 22 | 266.803528 | 1,243.230835 | 2,576.388184 | 2,092.642334 | 0.886179 | yolov8n-seg-carparts |
YcvECxtXoxQ | 1 | 1 | front_glass | 10 | 1,673.831909 | 545.031006 | 2,768.717285 | 933.565063 | 0.843108 | yolov8n-seg-carparts |
YcvECxtXoxQ | 1 | 1 | front_bumper | 8 | 2,526.508301 | 1,244.704224 | 3,729.549316 | 1,870.254395 | 0.603688 | yolov8n-seg-carparts |
YcvECxtXoxQ | 1 | 1 | front_right_door | 14 | 1,122.909668 | 523.831909 | 1,862.801147 | 1,671.351685 | 0.523264 | yolov8n-seg-carparts |
YcvECxtXoxQ | 1 | 1 | front_left_door | 11 | 1,128.553711 | 526.627808 | 1,866.821045 | 1,659.552612 | 0.502567 | yolov8n-seg-carparts |
YcvECxtXoxQ | 1 | 1 | back_left_light | 4 | 157.920547 | 853.454407 | 252.03772 | 967.768616 | 0.287309 | yolov8n-seg-carparts |
YcvECxtXoxQ | 2 | 2 | wheel | 22 | 267.553711 | 1,243.228271 | 2,577.215576 | 2,094.58374 | 0.885251 | yolov8n-seg-carparts |
YcvECxtXoxQ | 2 | 2 | front_glass | 10 | 1,673.399414 | 545.209412 | 2,766.702393 | 934.655884 | 0.846722 | yolov8n-seg-carparts |
YcvECxtXoxQ | 2 | 2 | front_bumper | 8 | 2,520.872314 | 1,225.443604 | 3,728.769287 | 1,871.202759 | 0.676126 | yolov8n-seg-carparts |
YcvECxtXoxQ | 2 | 2 | front_right_door | 14 | 1,123.63562 | 523.184875 | 1,861.041138 | 1,666.215942 | 0.538555 | yolov8n-seg-carparts |
YcvECxtXoxQ | 2 | 2 | front_left_door | 11 | 1,129.040039 | 526.157227 | 1,866.045166 | 1,656.457031 | 0.512706 | yolov8n-seg-carparts |
YcvECxtXoxQ | 2 | 2 | hood | 16 | 2,110.96875 | 916.202698 | 3,643.363281 | 1,131.903442 | 0.442046 | yolov8n-seg-carparts |
YcvECxtXoxQ | 2 | 2 | back_left_light | 4 | 157.787476 | 852.632446 | 251.970062 | 968.074402 | 0.335727 | yolov8n-seg-carparts |
YcvECxtXoxQ | 3 | 3 | wheel | 22 | 267.02417 | 1,243.769043 | 2,573.579834 | 2,094.813232 | 0.887892 | yolov8n-seg-carparts |
YcvECxtXoxQ | 3 | 3 | front_glass | 10 | 1,678.148438 | 544.801697 | 2,976.906738 | 949.31543 | 0.791849 | yolov8n-seg-carparts |
YcvECxtXoxQ | 3 | 3 | front_bumper | 8 | 2,515.604248 | 1,244.696167 | 3,731.557129 | 1,866.363037 | 0.544392 | yolov8n-seg-carparts |
YcvECxtXoxQ | 3 | 3 | front_right_door | 14 | 1,123.524902 | 523.403687 | 1,861.437012 | 1,673.64917 | 0.541171 | yolov8n-seg-carparts |
YcvECxtXoxQ | 3 | 3 | front_left_door | 11 | 1,128.482056 | 526.623962 | 1,865.917603 | 1,661.480347 | 0.491802 | yolov8n-seg-carparts |
YcvECxtXoxQ | 3 | 3 | back_left_light | 4 | 157.738876 | 850.782898 | 251.495697 | 967.386292 | 0.31278 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | front_bumper | 8 | 1,244.566772 | 799.096252 | 3,354.135498 | 1,722.596191 | 0.767773 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | wheel | 22 | 1,113.24707 | 1,119.350464 | 1,473.289551 | 1,933.974609 | 0.714772 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | front_glass | 10 | 1,317.92688 | 332.088959 | 2,690.349854 | 672.932617 | 0.706483 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | wheel | 22 | 1,166.325806 | 1,674.636108 | 3,221.285889 | 1,949.319946 | 0.702231 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | wheel | 22 | 1,152.188965 | 1,148.321045 | 3,217.977539 | 1,956.241699 | 0.642609 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | right_mirror | 19 | 944.713623 | 518.957825 | 1,152.496582 | 681.052673 | 0.605139 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | wheel | 22 | 898.81604 | 1,044.748657 | 958.998413 | 1,544.250488 | 0.553079 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | hood | 16 | 1,316.254395 | 657.604797 | 3,213.729736 | 929.903687 | 0.49166 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | wheel | 22 | 1,110.053223 | 1,115.388916 | 1,323.858154 | 1,926.567383 | 0.442685 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | right_mirror | 19 | 2,675.265381 | 568.834167 | 2,818.614746 | 670.264709 | 0.44031 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | front_right_door | 14 | 971.595703 | 298.201111 | 1,253.241943 | 1,527.549683 | 0.423566 | yolov8n-seg-carparts |
YcvECxtXoxQ | 4 | 4 | wheel | 22 | 2,720.787109 | 1,708.621338 | 3,162.334229 | 1,873.824219 | 0.383525 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 1,083.411987 | 1,126.061279 | 1,425.130737 | 1,950.9375 | 0.814461 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 752.409363 | 1,074.895752 | 818.807434 | 1,544.073486 | 0.807009 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | front_glass | 10 | 1,221.686646 | 336.61142 | 2,624.231201 | 692.900757 | 0.680333 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | front_bumper | 8 | 1,202.86853 | 834.90564 | 3,309.519287 | 1,728.014282 | 0.665939 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 1,123.677856 | 1,150.032349 | 3,121.891113 | 1,966.140015 | 0.665187 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 750.530334 | 1,078.571899 | 972.670776 | 1,620.883057 | 0.652009 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 1,129.075195 | 1,634.291382 | 3,152.824219 | 1,952.394653 | 0.61169 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | right_mirror | 19 | 871.376587 | 524.693665 | 1,102.34729 | 759.992249 | 0.582766 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | front_right_door | 14 | 875.890503 | 453.571655 | 1,116.553711 | 1,536.397705 | 0.443576 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 2,653.001465 | 1,717.219604 | 3,072.63208 | 1,867.032471 | 0.437484 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | right_mirror | 19 | 2,587.018311 | 578.600342 | 2,718.452148 | 678.924194 | 0.418605 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | left_mirror | 17 | 869.733582 | 526.324402 | 1,102.126221 | 770.048584 | 0.409405 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 1,118.075195 | 1,697.82019 | 3,135.472656 | 1,896.647461 | 0.390828 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | hood | 16 | 1,260.863525 | 661.703247 | 3,189.725098 | 943.755249 | 0.389855 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 749.032471 | 1,018.707275 | 831.327026 | 1,603.943481 | 0.3645 | yolov8n-seg-carparts |
YcvECxtXoxQ | 5 | 5 | wheel | 22 | 2,741.066162 | 1,711.876099 | 3,130.169678 | 1,878.880737 | 0.277629 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | front_bumper | 8 | 1,230.50647 | 860.011414 | 3,307.924805 | 1,727.271973 | 0.730546 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | wheel | 22 | 631.155457 | 1,065.408325 | 882.497314 | 1,625.587646 | 0.70825 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | front_glass | 10 | 1,168.147339 | 336.487335 | 2,572.461182 | 693.490906 | 0.696868 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | wheel | 22 | 1,064.655273 | 1,116.665039 | 1,466.542847 | 1,944.921387 | 0.685255 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | right_mirror | 19 | 823.509521 | 524.795654 | 1,073.828247 | 762.039185 | 0.616691 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | front_right_light | 15 | 3,055.580078 | 824.058472 | 3,241.650391 | 997.048096 | 0.584574 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | wheel | 22 | 1,132.694092 | 1,681.098755 | 3,117.090088 | 1,953.809814 | 0.534087 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | front_right_door | 14 | 810.227966 | 328.693756 | 1,135.916016 | 1,514.088135 | 0.470949 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | wheel | 22 | 1,095.587402 | 1,192.733643 | 3,102.067383 | 1,966.28833 | 0.468129 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | right_mirror | 19 | 2,503.193115 | 584.703918 | 2,654.470459 | 678.546204 | 0.435495 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | wheel | 22 | 635.848267 | 1,036.33667 | 733.500061 | 1,608.973755 | 0.419628 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | hood | 16 | 1,274.96875 | 654.346008 | 3,156.009033 | 957.042114 | 0.408104 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | wheel | 22 | 2,620.14209 | 1,708.236694 | 3,024.778809 | 1,855.460083 | 0.402877 | yolov8n-seg-carparts |
YcvECxtXoxQ | 6 | 6 | front_left_light | 12 | 3,057.697266 | 826.50531 | 3,252.914795 | 997.191284 | 0.348384 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | trunk | 21 | 403.419983 | 675.704041 | 1,826.734863 | 1,451.338379 | 0.890426 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | back_bumper | 0 | 307.218018 | 1,056.841919 | 2,444.807617 | 1,944.585571 | 0.807086 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | back_glass | 2 | 461.264679 | 198.108597 | 1,985.858643 | 760.031799 | 0.731502 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | wheel | 22 | 3,102.714111 | 1,197.258667 | 3,348.007324 | 1,749.271118 | 0.673118 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | right_mirror | 19 | 3,108.767578 | 745.59967 | 3,267.769043 | 901.754578 | 0.657776 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | front_right_door | 14 | 2,768.45752 | 379.69751 | 3,248.987061 | 1,481.324463 | 0.555658 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | wheel | 22 | 2,473.06665 | 1,305.822632 | 2,788.36084 | 2,160 | 0.519741 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | back_left_door | 3 | 2,463.386475 | 290.69342 | 3,051.007813 | 1,673.689087 | 0.513759 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | trunk | 21 | 421.529663 | 395.868103 | 1,870.493164 | 1,460.973267 | 0.449417 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | wheel | 22 | 588.015015 | 1,820.630493 | 2,637.299805 | 2,114.314697 | 0.407999 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | wheel | 22 | 665.650635 | 1,804.564575 | 1,228.97168 | 2,018.578247 | 0.398077 | yolov8n-seg-carparts |
YcvECxtXoxQ | 7 | 7 | left_mirror | 17 | 3,106.407227 | 747.574951 | 3,269.897705 | 902.802063 | 0.389927 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | trunk | 21 | 381.827942 | 528.333252 | 1,849.571777 | 1,394.03479 | 0.932355 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | right_mirror | 19 | 3,104.453613 | 718.705811 | 3,261.852539 | 876.497681 | 0.68908 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | wheel | 22 | 3,088.969482 | 1,173.82373 | 3,341.671143 | 1,726.885986 | 0.682134 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | front_right_door | 14 | 2,762.46167 | 319.694916 | 3,238.267822 | 1,409.468506 | 0.645596 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | wheel | 22 | 682.869446 | 1,751.693237 | 1,233.994263 | 1,978.873291 | 0.554909 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | back_glass | 2 | 448.858002 | 134.174286 | 1,851.230835 | 723.817932 | 0.552993 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | back_bumper | 0 | 302.510376 | 1,011.266968 | 2,421.392334 | 1,886.095215 | 0.513156 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | wheel | 22 | 2,470.185303 | 1,274.758667 | 2,781.490967 | 2,149.409424 | 0.51278 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | back_left_door | 3 | 2,450.624268 | 255.779663 | 3,049.967041 | 1,595.516602 | 0.455537 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | left_mirror | 17 | 3,099.842285 | 720.537231 | 3,263.01416 | 875.443359 | 0.447749 | yolov8n-seg-carparts |
YcvECxtXoxQ | 8 | 8 | wheel | 22 | 727.855591 | 1,754.512573 | 2,636.133789 | 2,123.042969 | 0.294107 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | trunk | 21 | 374.38147 | 556.626038 | 1,808.2771 | 1,342.206665 | 0.8751 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | right_mirror | 19 | 3,093.383301 | 688.035461 | 3,247.974121 | 842.787964 | 0.747892 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | trunk | 21 | 374.538513 | 210.078827 | 1,880.185913 | 1,335.737427 | 0.70459 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | wheel | 22 | 3,085.355713 | 1,150.019897 | 3,336.071045 | 1,698.673828 | 0.66817 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | back_glass | 2 | 502.593384 | 45.511505 | 2,533.805908 | 664.499512 | 0.667808 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | wheel | 22 | 669.329956 | 1,718.877319 | 1,238.087891 | 1,941.132935 | 0.548319 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | front_right_door | 14 | 2,758.967285 | 294.016571 | 3,243.839355 | 1,396.713867 | 0.522285 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | left_mirror | 17 | 3,088.104004 | 686.880432 | 3,248.111084 | 843.899963 | 0.518906 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | wheel | 22 | 2,196.392822 | 1,203.541992 | 2,767.566162 | 2,153.865967 | 0.430209 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | back_glass | 2 | 455.273621 | 69.271225 | 1,890.943726 | 670.242737 | 0.423741 | yolov8n-seg-carparts |
YcvECxtXoxQ | 9 | 9 | back_glass | 2 | 444.20105 | 55.271393 | 2,384.893066 | 898.384827 | 0.420045 | yolov8n-seg-carparts |
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RAV4 Video Detections — Assignment 2
Overview
Object detection index built from Toyota RAV4 2026 review video for image-to-video semantic retrieval.
Schema (detections.parquet)
| Column | Type | Description |
|---|---|---|
| video_id | string | YouTube video ID (YcvECxtXoxQ) |
| frame_index | int | 0-indexed frame number (1 fps sampling) |
| timestamp | int | Seconds into video (= frame_index at 1 fps) |
| class_label | string | Car part class (e.g. wheel, front_bumper) |
| class_id | int | Numeric class ID |
| x_min, y_min, x_max, y_max | float | Bounding box in pixels |
| confidence_score | float | Detection confidence [0-1] |
| detector_name | string | yolov8n-seg-carparts |
Detector
- Model: YOLOv8n-seg fine-tuned on Ultralytics carparts-seg
- Confidence threshold: 0.25
- Sampling: 1 fps
Retrieval Verification
https://www.youtube.com/embed/YcvECxtXoxQ?start=START_SEC&end=END_SEC
- Downloads last month
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