image imagewidth (px) 640 640 | bbox listlengths 4 4 | confidence float32 0.3 0.81 | video stringclasses 2
values | frame_idx int32 7 2.91k |
|---|---|---|---|---|
[
829.6525268554688,
123.98689270019531,
936.2363891601562,
275.3411865234375
] | 0.352074 | drone_video_1 | 7 | |
[
820.0908203125,
111.06427001953125,
938.7684326171875,
295.72198486328125
] | 0.736612 | drone_video_1 | 20 | |
[
822.500732421875,
123.33702087402344,
932.50830078125,
296.829345703125
] | 0.753906 | drone_video_1 | 30 | |
[
824.6270751953125,
128.64224243164062,
934.1094970703125,
304.48614501953125
] | 0.757305 | drone_video_1 | 40 | |
[
811.7953491210938,
128.0023956298828,
924.0379028320312,
308.20526123046875
] | 0.555789 | drone_video_1 | 50 | |
[
812.133544921875,
139.7268524169922,
928.6561889648438,
306.5305480957031
] | 0.671728 | drone_video_1 | 61 | |
[
815.23779296875,
139.02255249023438,
923.15087890625,
298.98114013671875
] | 0.446649 | drone_video_1 | 73 | |
[
816.9171752929688,
130.31190490722656,
932.3827514648438,
309.5303955078125
] | 0.778887 | drone_video_1 | 83 | |
[
821.8339233398438,
128.80467224121094,
932.0516967773438,
309.6310729980469
] | 0.725989 | drone_video_1 | 93 | |
[
824.2219848632812,
130.52490234375,
937.0841674804688,
306.020751953125
] | 0.654626 | drone_video_1 | 104 | |
[
823.5670166015625,
135.3323974609375,
942.947021484375,
306.6068420410156
] | 0.666967 | drone_video_1 | 114 | |
[
832.7832641601562,
148.01637268066406,
940.0281372070312,
308.68310546875
] | 0.7698 | drone_video_1 | 124 | |
[
827.594970703125,
140.94625854492188,
934.4908447265625,
306.69573974609375
] | 0.385263 | drone_video_1 | 134 | |
[
821.7469482421875,
137.2024383544922,
942.2435302734375,
309.08233642578125
] | 0.580795 | drone_video_1 | 145 | |
[
813.26123046875,
137.80291748046875,
923.9595947265625,
312.53070068359375
] | 0.715169 | drone_video_1 | 156 | |
[
814.9171142578125,
127.68717956542969,
933.2054443359375,
312.6737060546875
] | 0.814025 | drone_video_1 | 167 | |
[
827.451171875,
132.1924285888672,
931.0838623046875,
309.88714599609375
] | 0.480659 | drone_video_1 | 177 | |
[
822.619873046875,
136.18792724609375,
931.146728515625,
303.9080505371094
] | 0.754076 | drone_video_1 | 187 | |
[
828.3367309570312,
138.579833984375,
934.0955200195312,
290.25634765625
] | 0.614803 | drone_video_1 | 197 | |
[
827.8826904296875,
127.25294494628906,
931.2119140625,
301.472900390625
] | 0.793957 | drone_video_1 | 207 | |
[
819.4412841796875,
130.11141967773438,
934.330810546875,
308.2151794433594
] | 0.790093 | drone_video_1 | 218 | |
[
824.8276977539062,
124.28370666503906,
933.5886840820312,
305.92755126953125
] | 0.458503 | drone_video_1 | 228 | |
[
825.342529296875,
131.4115753173828,
933.89404296875,
306.6301574707031
] | 0.780487 | drone_video_1 | 239 | |
[
814.5393676757812,
131.16993713378906,
933.9977416992188,
310.2039794921875
] | 0.758164 | drone_video_1 | 250 | |
[
826.4705810546875,
133.71144104003906,
931.4144287109375,
302.0372314453125
] | 0.813163 | drone_video_1 | 260 | |
[
825.196044921875,
125.02230834960938,
933.7720947265625,
307.33575439453125
] | 0.716219 | drone_video_1 | 270 | |
[
827.3431396484375,
122.7721939086914,
939.1617431640625,
306.6986083984375
] | 0.750135 | drone_video_1 | 280 | |
[
830.343017578125,
136.95907592773438,
937.212158203125,
299.887451171875
] | 0.704465 | drone_video_1 | 290 | |
[
828.700927734375,
135.76121520996094,
935.407470703125,
297.956298828125
] | 0.774174 | drone_video_1 | 300 | |
[
823.81494140625,
120.93328857421875,
939.6066284179688,
301.2158203125
] | 0.665413 | drone_video_1 | 310 | |
[
822.2070922851562,
110.40701293945312,
939.5776977539062,
293.61236572265625
] | 0.640147 | drone_video_1 | 321 | |
[
821.750244140625,
111.2684326171875,
941.627197265625,
286.29010009765625
] | 0.621697 | drone_video_1 | 331 | |
[
825.6612548828125,
119.81165313720703,
934.65625,
289.29083251953125
] | 0.663577 | drone_video_1 | 341 | |
[
827.1553344726562,
129.45068359375,
934.9363403320312,
291.8539733886719
] | 0.378065 | drone_video_1 | 351 | |
[
823.435546875,
110.98761749267578,
943.11181640625,
286.50726318359375
] | 0.609431 | drone_video_1 | 361 | |
[
822.8641357421875,
113.43022155761719,
932.9788818359375,
292.41351318359375
] | 0.414017 | drone_video_1 | 376 | |
[
823.38623046875,
110.65848541259766,
929.981201171875,
287.08709716796875
] | 0.698378 | drone_video_1 | 390 | |
[
823.7975463867188,
103.45783996582031,
936.896484375,
292.9615478515625
] | 0.546329 | drone_video_1 | 410 | |
[
828.5516357421875,
107.11181640625,
938.8133544921875,
291.35113525390625
] | 0.319703 | drone_video_1 | 452 | |
[
817.2588500976562,
93.8009033203125,
936.6597290039062,
290.413818359375
] | 0.349756 | drone_video_1 | 495 | |
[
818.9769287109375,
114.72445678710938,
933.416748046875,
287.0955810546875
] | 0.563974 | drone_video_1 | 508 | |
[
811.7612915039062,
121.77326202392578,
926.5603637695312,
291.42926025390625
] | 0.300065 | drone_video_1 | 523 | |
[
816.6780395507812,
120.01210021972656,
927.5443725585938,
291.519287109375
] | 0.494746 | drone_video_1 | 539 | |
[
821.3486938476562,
109.16368103027344,
935.444091796875,
296.5956115722656
] | 0.464375 | drone_video_1 | 560 | |
[
827.6559448242188,
117.94514465332031,
939.6366577148438,
289.59246826171875
] | 0.384316 | drone_video_1 | 595 | |
[
817.8848876953125,
99.02908325195312,
938.1514892578125,
297.01220703125
] | 0.440893 | drone_video_1 | 622 | |
[
816.9639892578125,
109.49356079101562,
933.790771484375,
287.48077392578125
] | 0.34668 | drone_video_1 | 687 | |
[
824.2928466796875,
114.10247039794922,
935.6033935546875,
295.0757751464844
] | 0.374042 | drone_video_1 | 705 | |
[
812.5032348632812,
108.01815032958984,
935.1890258789062,
297.069091796875
] | 0.699307 | drone_video_1 | 733 | |
[
811.9893798828125,
114.80257415771484,
924.68017578125,
296.5196838378906
] | 0.5746 | drone_video_1 | 756 | |
[
825.6729125976562,
106.87847900390625,
933.6328125,
292.2285461425781
] | 0.391769 | drone_video_1 | 780 | |
[
820.3077392578125,
111.56934356689453,
933.2466430664062,
293.51556396484375
] | 0.472882 | drone_video_1 | 792 | |
[
818.6903686523438,
116.51026153564453,
938.814697265625,
282.686767578125
] | 0.475382 | drone_video_1 | 814 | |
[
816.2120361328125,
117.46090698242188,
928.5494384765625,
289.54931640625
] | 0.373636 | drone_video_1 | 855 | |
[
814.347412109375,
111.14476776123047,
931.71630859375,
294.8375549316406
] | 0.511227 | drone_video_1 | 870 | |
[
818.265380859375,
111.14064025878906,
932.7518920898438,
285.5237731933594
] | 0.601742 | drone_video_1 | 883 | |
[
850.4259033203125,
102.83377075195312,
984.2564697265625,
273.1956481933594
] | 0.704905 | drone_video_1 | 902 | |
[
851.9968872070312,
108.158203125,
1056.028564453125,
290.4910888671875
] | 0.804446 | drone_video_1 | 912 | |
[
851.8862915039062,
80.64112854003906,
1155.852783203125,
308.1781311035156
] | 0.712605 | drone_video_1 | 922 | |
[
848.59130859375,
63.02043914794922,
1281.5657958984375,
335.4276428222656
] | 0.656926 | drone_video_1 | 932 | |
[
838.6993408203125,
63.98711013793945,
1424.624755859375,
351.916259765625
] | 0.444311 | drone_video_1 | 942 | |
[
665.1442260742188,
0,
928.8929443359375,
118.84579467773438
] | 0.442203 | drone_video_1 | 1,503 | |
[
686.2472534179688,
0.5528583526611328,
949.9984130859375,
127.52751159667969
] | 0.481885 | drone_video_1 | 1,514 | |
[
685.3171997070312,
0.0146026611328125,
946.0048828125,
126.82095336914062
] | 0.418676 | drone_video_1 | 1,526 | |
[
737.9661865234375,
2.467477798461914,
978.966552734375,
132.96554565429688
] | 0.343502 | drone_video_1 | 1,546 | |
[
768.4365234375,
0.13735198974609375,
983.25439453125,
131.8060302734375
] | 0.639698 | drone_video_1 | 1,556 | |
[
774.5777587890625,
1.5060997009277344,
1023.81982421875,
128.41844177246094
] | 0.590381 | drone_video_1 | 1,566 | |
[
769.5957641601562,
0,
1069.913818359375,
123.6573486328125
] | 0.564745 | drone_video_1 | 1,576 | |
[
768.4251708984375,
0,
1118.9637451171875,
124.35944366455078
] | 0.541457 | drone_video_1 | 1,586 | |
[
765.68701171875,
0,
1088.691162109375,
116.42438507080078
] | 0.50127 | drone_video_1 | 1,629 | |
[
772.9991455078125,
0,
1032.3154296875,
122.80009460449219
] | 0.586529 | drone_video_1 | 1,644 | |
[
777.214599609375,
0,
1021.5263671875,
134.42930603027344
] | 0.742736 | drone_video_1 | 1,654 | |
[
777.5919189453125,
0,
1015.244140625,
148.61814880371094
] | 0.772669 | drone_video_1 | 1,664 | |
[
773.4153442382812,
0,
1016.6749877929688,
158.1196746826172
] | 0.790149 | drone_video_1 | 1,674 | |
[
771.5070190429688,
0,
1021.242919921875,
163.65733337402344
] | 0.790033 | drone_video_1 | 1,684 | |
[
770.9517822265625,
1.0131454467773438,
1016.5255126953125,
167.25750732421875
] | 0.80228 | drone_video_1 | 1,694 | |
[
764.0235595703125,
4.009002685546875,
1014.9031982421875,
166.81590270996094
] | 0.794093 | drone_video_1 | 1,704 | |
[
768.6046142578125,
6.2033843994140625,
1015.225341796875,
159.48590087890625
] | 0.73172 | drone_video_1 | 1,714 | |
[
772.1451416015625,
11.808385848999023,
1016.888671875,
162.3529815673828
] | 0.533613 | drone_video_1 | 1,724 | |
[
776.5830688476562,
7.694755554199219,
1015.1292114257812,
157.45848083496094
] | 0.679662 | drone_video_1 | 1,734 | |
[
770.7091064453125,
3.7429733276367188,
1014.905517578125,
161.33628845214844
] | 0.789418 | drone_video_1 | 1,744 | |
[
770.2783813476562,
4.9696197509765625,
1015.4309692382812,
159.3749542236328
] | 0.764451 | drone_video_1 | 1,754 | |
[
773.7108154296875,
3.9460601806640625,
1015.7840576171875,
159.4980926513672
] | 0.768874 | drone_video_1 | 1,764 | |
[
770.3699340820312,
0.298095703125,
1014.528076171875,
158.9473876953125
] | 0.795054 | drone_video_1 | 1,774 | |
[
773.3428344726562,
3.3395004272460938,
1014.5963745117188,
163.77699279785156
] | 0.746189 | drone_video_1 | 1,784 | |
[
772.2786254882812,
4.35359001159668,
1017.2935180664062,
176.8648223876953
] | 0.562342 | drone_video_1 | 1,794 | |
[
726.8189697265625,
156.01565551757812,
824.4150390625,
313.25604248046875
] | 0.381557 | drone_video_1 | 1,851 | |
[
726.7789306640625,
154.7796630859375,
831.1880493164062,
323.55859375
] | 0.429067 | drone_video_1 | 1,868 | |
[
727.457275390625,
158.181884765625,
828.7186279296875,
317.7386169433594
] | 0.334186 | drone_video_1 | 1,891 | |
[
759.9002685546875,
176.11624145507812,
918.40380859375,
347.4017028808594
] | 0.428263 | drone_video_1 | 2,141 | |
[
1169.44287109375,
295.68115234375,
1277.77685546875,
442.31915283203125
] | 0.498026 | drone_video_1 | 2,605 | |
[
710.74951171875,
192.25758361816406,
850.27587890625,
352.9937438964844
] | 0.389542 | drone_video_1 | 2,753 | |
[
638.5643310546875,
132.2920379638672,
789.0103759765625,
295.7181701660156
] | 0.430159 | drone_video_1 | 2,780 | |
[
615.8943481445312,
162.71768188476562,
765.009033203125,
312.3048095703125
] | 0.574945 | drone_video_1 | 2,793 | |
[
619.9149169921875,
242.45205688476562,
761.1424560546875,
374.9063415527344
] | 0.474353 | drone_video_1 | 2,804 | |
[
631.785400390625,
281.4822998046875,
764.0087890625,
397.14471435546875
] | 0.334936 | drone_video_1 | 2,819 | |
[
637.28125,
265.5850524902344,
780.3460693359375,
388.1512756347656
] | 0.731798 | drone_video_1 | 2,832 | |
[
648.2685546875,
228.97142028808594,
805.6728515625,
396.631103515625
] | 0.505109 | drone_video_1 | 2,847 | |
[
634.364990234375,
218.90675354003906,
807.642578125,
405.2215576171875
] | 0.671903 | drone_video_1 | 2,857 | |
[
648.345947265625,
294.07989501953125,
794.7198486328125,
420.044189453125
] | 0.372326 | drone_video_1 | 2,871 |
End of preview. Expand in Data Studio
Drone Detection Frames
Detection frames extracted from two UAV drone videos as part of Assignment 3 (AI Spring 2026 — University of the Aegean).
Dataset Description
Frames were extracted from two YouTube videos containing drone footage. A YOLOv8n model fine-tuned on the Drone Detection dataset (v6) was used to detect drones in every frame. Only frames with at least one detection were saved.
Out of 3599 total detection frames across both videos, every 10th frame was uploaded (124 frames total) to keep the dataset size manageable.
Columns
| Column | Type | Description |
|---|---|---|
image |
Image | The video frame (resized to 640×360) |
bbox |
List[float] | Bounding box of the detected drone [x1, y1, x2, y2] |
confidence |
float | Detection confidence score from YOLOv8 |
video |
string | Which video the frame came from (drone_video_1 or drone_video_2) |
frame_idx |
int | Frame number in the original video |
Source Videos
Model
YOLOv8n fine-tuned for 30 epochs on the Roboflow Drone Detection dataset (v6). Confidence threshold of 0.3 used at inference.
License
CC BY 4.0
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