image imagewidth (px) 640 640 | bboxes sequencelengths 1 39 | labels sequencelengths 1 39 |
|---|---|---|
[
[
289.9665832519531,
88.19859313964844,
435.8779602050781,
321.6927185058594
]
] | [
0
] | |
[
[
279.25,
116.25,
288.75,
123.75
],
[
260.75,
53.25,
314.25,
234.75
],
[
359.75,
53.25,
387.25,
138.75
],
[
195,
-172.5,
585,
172.5
],
[
58,
539,
82,
640
],
[
0,
530,
6,
620
],
[
70,
320,
... | [
1,
3,
3,
4,
4,
4,
0
] | |
[
[
54.5,
65,
92.5,
111
],
[
45.25,
112.25,
83.75,
157.75
],
[
39.75,
156.75,
80.25,
206.25
],
[
34.25,
211.5,
75.75,
266.5
],
[
0,
0,
137,
400
],
[
538.25,
108,
567.75,
126
],
[
148.22050476074... | [
1,
1,
1,
1,
3,
1,
3,
3,
4
] | |
[
[
158.30931091308594,
6.648325443267822,
377.6907043457031,
60.254180908203125
],
[
373,
17,
640,
82
],
[
516,
358,
603,
640
],
[
11.931342124938965,
127.45021057128906,
524.0686645507812,
746.5006103515625
]
] | [
2,
0,
3,
2
] | |
[
[
318.5,
79.25,
332.5,
174.75
],
[
97.10298919677734,
139.33580017089844,
644.8970336914062,
388.1981201171875
],
[
201.5,
424,
213.5,
513
],
[
107.07623291015625,
96,
282.2524719238281,
736
],
[
366.2274169921875,
222.015045166... | [
4,
0,
3,
4,
0
] | |
[
[
371,
-26.733369827270508,
371,
49.6733283996582
],
[
214.05555725097656,
-5.5,
610.388916015625,
5.5
],
[
143,
497.25,
156,
507.75
],
[
121.75,
432.5,
179.25,
625.5
],
[
31.25,
511.5,
48.75,
607.5
],
[
19,
... | [
0,
5,
1,
3,
3,
4
] | |
[
[
458.5,
371,
479.5,
386
],
[
128.38543701171875,
52.994998931884766,
557.1109619140625,
628.4599609375
],
[
328.4873962402344,
390.5647888183594,
801.22509765625,
693.6050415039062
],
[
282.9399108886719,
246.27651977539062,
670.723876953125,
... | [
1,
3,
3,
3,
3,
3,
4,
3
] | |
[
[
290.5,
256.75,
302.5,
270.25
],
[
276,
194,
321,
390
],
[
320.5732421875,
195.65057373046875,
959.4267578125,
549.8427124023438
],
[
320.63677978515625,
169.32948303222656,
959.3632202148438,
470.8502502441406
],
[
1.7587194442749... | [
1,
3,
2,
2,
2,
2
] | |
[
[
34.74871063232422,
72.74307250976562,
84.00289154052734,
241.6440887451172
],
[
74.49136352539062,
33.35517120361328,
148.40357971191406,
280.52679443359375
],
[
54.03382873535156,
249.84214782714844,
137.2760772705078,
670.1578369140625
],
[
142.180... | [
3,
3,
3,
5,
4,
4
] | |
[
[
181.1568145751953,
112.69246673583984,
432.84320068359375,
315.97113037109375
],
[
486.5,
91.97853088378906,
793.5,
215.87985229492188
],
[
-1.6928470134735107,
355.1301574707031,
43.185142517089844,
924.8698120117188
]
] | [
0,
0,
3
] | |
[
[
256,
171.75,
280,
255.25
],
[
384.25,
139.25,
408.75,
216.75
],
[
357,
0,
384,
52
],
[
529.75,
95.25,
562.25,
179.75
],
[
246,
0,
412,
339
],
[
528,
0,
640,
339
],
[
212.2282257080078,
2... | [
3,
3,
3,
3,
4,
4,
5
] | |
[
[
99.25961303710938,
94.55268096923828,
266.3680114746094,
435.28228759765625
]
] | [
0
] | |
[
[
280,
0,
300,
92
],
[
238,
0,
250,
42
],
[
294,
7,
298,
22
],
[
281.25,
7.25,
284.75,
19.75
],
[
391.7885437011719,
23.998287200927734,
888.21142578125,
59.351192474365234
],
[
326,
255.57276916503906,
3... | [
4,
4,
3,
3,
0,
0,
5
] | |
[
[
68,
0,
401,
211
],
[
120,
94,
151,
211
],
[
346,
0,
371,
108
],
[
319.9974670410156,
90.7697525024414,
690.0025024414062,
182.2525177001953
],
[
592,
57,
640,
211
],
[
623,
173.25,
638,
192.75
],
... | [
4,
3,
3,
2,
3,
1,
1,
1,
3,
2,
3,
3,
3,
3,
3
] | |
[
[
196.75,
22,
236.25,
46
],
[
152,
0,
314,
274
],
[
0,
0,
297,
345
],
[
422.5,
109.73731994628906,
857.5,
319.6937561035156
],
[
246,
443,
308,
640
],
[
228.41014099121094,
147.67300415039062,
672.5545043... | [
1,
3,
4,
0,
4,
4
] | |
[
[
179.75,
167.5,
191.25,
192.5
],
[
162,
51,
212,
313
],
[
160,
0,
344,
313
],
[
409,
219,
640,
293
],
[
292.87841796875,
-108.0460433959961,
870.89892578125,
108.0460433959961
],
[
299.18963623046875,
-108.0... | [
1,
3,
4,
4,
2,
2,
2,
2,
2,
0
] | |
[
[
-219.3212890625,
101.96304321289062,
387.35626220703125,
538.35546875
]
] | [
0
] | |
[
[
96,
96,
189,
403
],
[
393.25,
69.25,
432.75,
111.75
],
[
402.75,
113,
442.25,
155
],
[
405.75,
154,
445.25,
212
],
[
411.5,
215.5,
450.5,
267.5
],
[
149.7209014892578,
-201.5,
548.2398681640625,
201... | [
4,
1,
1,
1,
1,
3,
0
] | |
[
[
0,
69,
269,
275
],
[
221,
233,
258,
275
],
[
2.855813980102539,
152.8379364013672,
103.82816314697266,
397.1620788574219
],
[
14.868176460266113,
141.45013427734375,
49.31766891479492,
408.54986572265625
],
[
209.55947875976562,
... | [
4,
3,
3,
3,
3,
3,
0,
4,
3,
3
] | |
[
[
156.92706298828125,
90.87480163574219,
468.24560546875,
303.18292236328125
],
[
113.17899322509766,
189.85577392578125,
343.1976318359375,
585.60986328125
],
[
77.5,
375,
178.5,
640
]
] | [
5,
5,
4
] | |
[
[
507,
112,
531,
172
],
[
252,
81,
268,
172
],
[
134.659912109375,
36.024288177490234,
401.4153137207031,
106.19961547851562
],
[
169.37371826171875,
19.371952056884766,
508.0527038574219,
55.87410354614258
],
[
250.47120666503906,
... | [
3,
3,
2,
2,
2,
2,
4,
4,
4,
3
] | |
[
[
186.25,
0.5,
247.75,
541.5
],
[
259,
81,
343,
640
],
[
326.75,
295.5,
340.25,
463.5
],
[
139.3544158935547,
175.70816040039062,
427.5508728027344,
521.5862426757812
]
] | [
4,
4,
3,
3
] | |
[
[
96.43892669677734,
260.950927734375,
354.6271057128906,
557.5297241210938
],
[
79.25,
88,
94.75,
171
],
[
233.5,
100.25,
246.5,
188.75
],
[
242.5,
290.25,
258.5,
381.75
],
[
78.25,
251.5,
94.75,
339.5
],
[
458,... | [
4,
3,
3,
3,
3,
3
] | |
[
[
0,
0,
76,
352
],
[
633,
157,
640,
194
],
[
630,
214,
640,
252
],
[
625,
271,
640,
318
],
[
258.9175720214844,
29.750041961669922,
787.6761474609375,
82.31463623046875
],
[
258.3323974609375,
24.895196914672... | [
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
5,
1,
3
] | |
[
[
384,
44.8818359375,
384,
301.3881530761719
],
[
384,
7,
391,
162
],
[
298.0101623535156,
37.745513916015625,
891.6991577148438,
108.05077362060547
],
[
320.174560546875,
41.13117980957031,
948.8334350585938,
112.9921646118164
],
[
... | [
0,
4,
3,
3,
0,
4,
3,
3,
3
] | |
[
[
243.5,
171,
355.5,
640
],
[
329,
554,
347,
640
],
[
141.64593505859375,
179.0493621826172,
415.50030517578125,
537.8521118164062
]
] | [
4,
3,
3
] | |
[
[
44,
0,
79,
120
],
[
119.01734924316406,
-21.062620162963867,
395.9172668457031,
21.062620162963867
],
[
152.2280731201172,
-14.116678237915039,
423.7719421386719,
27.3731632232666
],
[
150.9783172607422,
81.50912475585938,
425.0216979980469,
... | [
4,
3,
3,
3,
4,
3,
3,
3,
3,
3,
2,
1,
3
] | |
[
[
29.547622680664062,
16.588857650756836,
133.12423706054688,
227.65960693359375
],
[
368,
0,
464,
281
],
[
447.5,
66,
458.5,
228
],
[
195.9815673828125,
49.633602142333984,
600.2291870117188,
142.66104125976562
],
[
0,
401,
... | [
3,
4,
3,
3,
3,
1,
3,
1
] | |
[
[
304.5,
131.5,
336.5,
536.5
]
] | [
0
] | |
[
[
321.0500183105469,
76.70281219482422,
958.9500122070312,
223.0865478515625
],
[
178.87600708007812,
212.1663818359375,
457.0492858886719,
212.94631958007812
],
[
207.8796844482422,
307.4198303222656,
626.781005859375,
947.4198608398438
],
[
184.66242... | [
2,
4,
2,
2,
2,
2,
2,
2,
3,
3,
2,
2,
2,
2,
2,
2,
2,
2,
2
] | |
[
[
-77.67292785644531,
165.56224060058594,
77.67292785644531,
495.52349853515625
],
[
331.0342712402344,
0,
948.9657592773438,
0
],
[
602,
326.25,
617,
413.75
],
[
616.5,
108.5,
630.5,
194.5
],
[
15,
448,
243,
640
],
... | [
0,
4,
3,
3,
4,
3,
4
] | |
[
[
91.68738555908203,
178.3450469970703,
304.2293701171875,
638.778076171875
]
] | [
0
] | |
[
[
209.75,
306.25,
466.25,
393.75
]
] | [
0
] | |
[
[
60,
264.5,
566,
469.5
]
] | [
4
] | |
[
[
239.75,
356.75,
252.25,
368.25
],
[
220,
295.75,
279,
488.25
],
[
639.3239135742188,
211.49061584472656,
640.6760864257812,
692.3784790039062
],
[
483.4375,
166.63658142089844,
796.5625,
514.3634033203125
],
[
106.80034637451172,
... | [
1,
3,
2,
2,
2
] | |
[
[
193,
147,
227,
326
],
[
122.5,
153.25,
136.5,
248.75
],
[
135.25,
497.5,
147.75,
530.5
],
[
117,
326,
156,
595
],
[
339,
326,
389,
640
],
[
339,
488,
349,
640
]
] | [
4,
4,
1,
3,
4,
3
] | |
[
[
364,
40,
413,
236
],
[
423,
44,
508,
236
],
[
450.75,
161.25,
456.25,
229.75
],
[
425,
125,
430,
180
],
[
396.25,
129.5,
400.75,
168.5
],
[
170.9539794921875,
135.26229858398438,
301.0460205078125,
... | [
4,
4,
3,
3,
3,
0,
1,
3,
3,
3,
3,
4
] | |
[
[
185.06581115722656,
0,
518.9342041015625,
0
],
[
464.75,
163.75,
497.25,
363.25
],
[
275.05621337890625,
75.51275634765625,
826.0587158203125,
228.91400146484375
],
[
288.72808837890625,
79.71648406982422,
858.8663940429688,
229.554122924... | [
0,
4,
3,
3,
3,
3,
4,
3
] | |
[
[
378.25,
219.25,
414.75,
412.75
],
[
233.520751953125,
102.0132827758789,
695.336181640625,
312.85968017578125
],
[
231.23126220703125,
110.22126770019531,
703.6162109375,
340.643798828125
],
[
236.73171997070312,
137.85816955566406,
717.52911... | [
4,
3,
3,
3,
3
] | |
[
[
48,
0,
216,
326
],
[
198,
271,
219,
326
],
[
49.25,
228.5,
65.75,
296.5
],
[
53.5,
32.75,
68.5,
130.25
],
[
195.25,
25.75,
213.75,
148.25
],
[
308,
367.75,
323,
452.25
],
[
296,
569,
... | [
4,
3,
3,
3,
3,
3,
3,
3,
2,
2,
2,
2,
2,
2,
4
] | |
[
[
246.25,
371.5,
274.75,
386.5
],
[
115.5,
408,
424.5,
455
],
[
107.75,
358.25,
428.25,
396.75
],
[
158.5,
275.5,
432.5,
314.5
],
[
152.75,
230.25,
427.25,
268.75
],
[
197.5,
172,
446.5,
203
],
[
... | [
1,
3,
3,
3,
3,
3,
3,
2,
4
] | |
[
[
72.99866485595703,
67,
681.0013427734375,
201
],
[
309.4461975097656,
169.7682647705078,
444.5538024902344,
334.87249755859375
],
[
162.5,
340.4245300292969,
591.5,
874.7578735351562
],
[
155.05029296875,
35.01803207397461,
618.1751708984375,... | [
0,
0,
3,
2,
2,
2,
2
] | |
[
[
224,
0,
505,
256
],
[
212.65577697753906,
125.93113708496094,
235.34422302246094,
404.4644775390625
],
[
528,
244.53260803222656,
752,
655.4379272460938
]
] | [
4,
0,
0
] | |
[
[
140.25,
52,
156.75,
127
],
[
136.5,
192.75,
153.5,
262.25
],
[
132.5,
326.25,
149.5,
392.75
],
[
264.25,
363.25,
280.75,
438.75
],
[
256.25,
215.75,
272.75,
295.25
],
[
251.5,
59.25,
266.5,
143.75
... | [
3,
3,
3,
3,
3,
3,
4,
4
] | |
[
[
290.72845458984375,
104.3641128540039,
808.158935546875,
308.44189453125
],
[
514.25,
258.5,
524.75,
302.5
],
[
538,
258.25,
548,
303.75
],
[
205.12547302246094,
38.06147766113281,
595.9337158203125,
139.55654907226562
],
[
198.73... | [
4,
3,
3,
3,
3,
3,
3
] | |
[
[
60.25,
75.25,
69.75,
82.75
],
[
41,
12,
95,
166
],
[
140.75,
12.25,
168.25,
97.75
],
[
375.75,
112.25,
382.25,
154.75
],
[
312.75,
101.5,
319.25,
138.5
],
[
316.25,
18,
322.75,
59
],
[
374,
... | [
1,
3,
3,
3,
3,
3,
3,
4,
3,
3,
3,
3,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2
] | |
[
[
84.49458312988281,
305.9401550292969,
461.08197021484375,
894.3659057617188
]
] | [
0
] | |
[
[
146.31149291992188,
76.47332000732422,
301.39239501953125,
425.1810607910156
]
] | [
0
] | |
[
[
274.25,
36,
370.75,
640
],
[
294.25,
379.75,
308.75,
532.25
]
] | [
4,
3
] | |
[
[
208.86679077148438,
-16.29486083984375,
367.1332092285156,
31.383682250976562
],
[
402,
0,
448,
105
],
[
384,
0,
527,
294
],
[
495,
0,
513,
20
],
[
111.00205993652344,
125.00164031982422,
359.7906494140625,
462.9983520... | [
0,
3,
4,
3,
3,
3,
3,
3,
3,
3,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2
] | |
[
[
0,
160,
239,
364
],
[
209,
280,
226,
364
],
[
320,
0,
456,
364
],
[
153.0111846923828,
71.45354461669922,
486.9888000488281,
275.1029052734375
],
[
163.51841735839844,
92.3329849243164,
502.30120849609375,
303.57571411... | [
4,
3,
4,
3,
3,
2
] | |
[
[
189.75,
247.5,
466.25,
312.5
]
] | [
0
] | |
[
[
0,
108,
32,
288
],
[
109.60704040527344,
81.49544525146484,
339.636962890625,
225.25819396972656
],
[
105.82150268554688,
72.84278106689453,
332.6066589355469,
226.21958923339844
],
[
131.54864501953125,
164.68333435058594,
355.08905029296875... | [
4,
3,
3,
3,
3,
4
] | |
[
[
35,
233.25,
45,
248.75
],
[
0,
0,
67,
345
],
[
20.25,
142,
57.75,
342
],
[
32.63642883300781,
-59.44742202758789,
294.63641357421875,
59.44742202758789
],
[
233.93829345703125,
188.82540893554688,
290.06170654296875,
3... | [
1,
4,
3,
2,
2,
2,
1,
3,
2,
4,
3,
4,
2,
2,
2,
2,
2,
2,
3
] | |
[
[
0.25,
165,
362.75,
640
],
[
452,
2.75,
585,
497.25
],
[
334.25,
308.25,
346.75,
410.75
],
[
241.1031036376953,
92.94728088378906,
740.358642578125,
291.6803283691406
]
] | [
4,
4,
3,
3
] | |
[
[
304.5,
196,
329.5,
489
],
[
314,
0,
394,
640
]
] | [
3,
4
] | |
[
[
484.75,
456.5,
496.25,
527.5
],
[
495.75,
285.75,
506.25,
355.25
],
[
506.5,
111,
519.5,
183
],
[
440,
0,
528,
640
]
] | [
3,
3,
3,
4
] | |
[
[
3,
0,
140,
339
],
[
351.8419189453125,
0,
928.1580810546875,
0
],
[
57.3263053894043,
169.5,
222.67369079589844,
508.5
],
[
140,
0,
346,
339
],
[
0,
397,
140,
565
],
[
179.40000915527344,
250.4177703857422,... | [
4,
3,
3,
4,
0,
5
] | |
[
[
76.66666412353516,
124.5,
251.3333282470703,
393.5
]
] | [
5
] | |
[
[
160.75,
314.75,
173.25,
326.25
],
[
141,
253,
200,
352
],
[
298.9375,
148.8423614501953,
533.0625,
454.5692138671875
],
[
-66.734375,
174.69085693359375,
66.734375,
510.3436279296875
],
[
208,
-94.94947052001953,
624,
... | [
1,
3,
2,
2,
0,
3,
3,
2
] | |
[
[
120,
199,
185,
640
],
[
171.44691467285156,
63.971046447753906,
470.9259338378906,
322.2508544921875
],
[
153.52601623535156,
265.4086608886719,
479.6272277832031,
800.7328491210938
]
] | [
4,
3,
3
] | |
[
[
-57.894771575927734,
385.53314208984375,
256.44219970703125,
744.5785522460938
],
[
97.01941680908203,
639.4152221679688,
149.55181884765625,
640.5847778320312
],
[
320.75,
265.25,
342.25,
324.75
],
[
296.5,
264.75,
314.5,
305.25
],
[... | [
3,
4,
3,
3,
1
] | |
[
[
240,
1.75,
496,
614.25
],
[
225.03126525878906,
174.3379669189453,
689.8607788085938,
535.59765625
],
[
244.5,
119.25,
250.5,
185.75
],
[
161.1058349609375,
124.46635437011719,
490.8537902832031,
364.8117980957031
],
[
184.2044677... | [
4,
3,
3,
3,
3
] | |
[
[
69.46146392822266,
39.567420959472656,
203.25396728515625,
128.96310424804688
],
[
92.06739044189453,
51.25338363647461,
266.5826416015625,
141.2191162109375
],
[
77.31742095947266,
109.3981704711914,
224.89794921875,
344.15582275390625
],
[
98.64074... | [
3,
3,
3,
3,
3,
3,
4,
0
] | |
[
[
4.184718132019043,
-63.72026443481445,
21.723487854003906,
202.40077209472656
]
] | [
0
] | |
[
[
235.25,
95.5,
254.75,
218.5
],
[
247,
0,
390,
275
],
[
336.25,
353.25,
347.75,
359.75
],
[
326,
319.75,
358,
445.25
],
[
366,
338,
390,
450
],
[
0,
275,
365,
640
],
[
129.23667907714844,
... | [
3,
4,
1,
3,
3,
4,
2,
4,
4
] | |
[
[
195,
129,
364,
403
],
[
0,
435,
364,
560
],
[
182,
165.68212890625,
546,
640.31787109375
]
] | [
4,
0,
0
] | |
[
[
412,
370,
422,
390
],
[
416.5,
220.25,
425.5,
276.75
],
[
376.75,
63.5,
383.25,
107.5
],
[
421.5,
65.25,
430.5,
119.75
],
[
369.25,
188.5,
375.75,
228.5
],
[
208.656005859375,
-195,
564.2706298828125,
... | [
3,
3,
3,
3,
3,
4,
2,
2,
2,
3,
3,
3,
3,
3,
4,
3,
0
] | |
[
[
0,
129,
51,
364
],
[
120.2073974609375,
108.0208511352539,
365.7926025390625,
335.903564453125
],
[
117.08815002441406,
106.69673919677734,
368.911865234375,
341.3636169433594
],
[
243,
231.7133331298828,
243,
775.7621459960938
],
[
... | [
3,
3,
3,
0,
4,
3
] | |
[
[
92.59835815429688,
32.44340896606445,
234.38113403320312,
106.503173828125
],
[
50.263362884521484,
120.62931823730469,
148.36453247070312,
361.47344970703125
],
[
288.3960266113281,
69.61612701416016,
822.3113403320312,
428.43505859375
],
[
160.6516... | [
4,
3,
3,
3,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2
] | |
[
[
0,
43,
283,
125
],
[
186.3333282470703,
-3.5,
540.3333129882812,
3.5
],
[
122.79850769042969,
92.0143814086914,
416.7984924316406,
367.9856262207031
],
[
-67.72636413574219,
35.89796447753906,
226.2736358642578,
424.1020202636719
],
[... | [
0,
5,
2,
2,
2,
2,
2,
4,
2,
2,
3,
3,
2,
2,
2,
2,
2,
2,
2,
2
] | |
[
[
299,
1,
356,
640
],
[
147,
23,
205,
310
],
[
265.75,
124,
287.25,
235
],
[
1.3249269723892212,
247.30751037597656,
1.3249269723892212,
789.3721313476562
],
[
184.55368041992188,
205.79067993164062,
547.0592651367188,
6... | [
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2
] | |
[
[
-2,
111.80000305175781,
2,
324.022216796875
],
[
130,
73.66666412353516,
353,
254.77777099609375
],
[
413.5,
102,
433.5,
234
],
[
352.25,
96.75,
366.75,
185.25
],
[
325.9185485839844,
115.9958267211914,
954.0814208984375,
... | [
5,
5,
4,
4,
3,
3,
4,
3,
3,
0
] | |
[
[
0,
224,
62,
315
],
[
406.25,
33.5,
418.75,
46.5
],
[
389,
0,
437,
139
],
[
579.5,
-110.38208770751953,
700.5,
130.99215698242188
],
[
0,
364,
121,
640
],
[
36.0943717956543,
148.006103515625,
124.448219... | [
3,
1,
3,
2,
4,
3,
4,
4,
3,
3
] | |
[
[
476.75,
14,
504.25,
219
],
[
279,
0.25,
297,
133.75
],
[
443.75,
470,
467.25,
639
],
[
293.25,
317.5,
307.75,
450.5
],
[
324.25,
0,
420.75,
640
],
[
5.331329822540283,
71.61703491210938,
11.295175552368... | [
3,
3,
3,
3,
4,
2,
2,
2
] | |
[
[
0,
19,
223,
71
],
[
102,
147,
742,
441
],
[
422,
294,
578,
640
],
[
245.6412811279297,
275.62091064453125,
743.4646606445312,
814.96484375
],
[
245.10946655273438,
258.67449951171875,
746.2099609375,
784.224365234375
... | [
0,
0,
4,
3,
3,
3
] | |
[
[
35.101802825927734,
113.315185546875,
113.60629272460938,
336.7833251953125
],
[
33.47127151489258,
111.20703125,
109.90054321289062,
337.83740234375
],
[
41.179237365722656,
158.6406707763672,
133.02444458007812,
472.759765625
],
[
40.73454666137695... | [
3,
3,
3,
3,
3,
3,
1,
3,
0,
0
] | |
[
[
42,
213,
98,
454
],
[
102.56300354003906,
55.862266540527344,
282.7642517089844,
189.40933227539062
],
[
117.95344543457031,
245.80337524414062,
389.3134460449219,
662.1965942382812
],
[
71.21163177490234,
-24.809904098510742,
467.21163940429... | [
4,
3,
3,
2,
2,
0,
3,
3
] | |
[
[
289.75,
91,
329.25,
115
],
[
245,
28,
407,
343
],
[
0.25,
0,
390.75,
640
]
] | [
1,
3,
4
] | |
[
[
0,
-28.603103637695312,
0,
28.603103637695312
],
[
364,
6,
374,
76
],
[
364,
140,
370,
206
],
[
485.25,
177.25,
501.75,
252.75
],
[
477.25,
29.75,
493.75,
109.25
],
[
182,
-95.46036529541016,
546,
9... | [
0,
3,
3,
3,
3,
4,
3,
2
] | |
[
[
126.5,
290.25,
179.5,
639.75
],
[
145.67735290527344,
169.63800048828125,
444.3971862792969,
499.6715393066406
],
[
145.35243225097656,
162.321044921875,
442.1226501464844,
494.6651916503906
],
[
151.4178009033203,
213.34722900390625,
461.618... | [
4,
3,
3,
3,
3,
3,
3
] | |
[
[
56.187191009521484,
23.266571044921875,
129.77992248535156,
55.71974563598633
],
[
-30.865135192871094,
192.33152770996094,
30.865135192871094,
335.5610656738281
],
[
-38.916873931884766,
250.70831298828125,
38.916873931884766,
425.8387756347656
],
[
... | [
3,
2,
2,
2,
2,
2,
2,
4,
4,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4
] | |
[
[
117.5,
184.5,
130.5,
204.5
],
[
290.5555725097656,
83.55438995361328,
413.4444274902344,
363.14385986328125
],
[
100.25,
72,
144.75,
304
],
[
0,
0,
153,
339
],
[
110.99600982666016,
-43.79779815673828,
623.5390014648438,
... | [
1,
2,
3,
4,
0,
1,
3,
3,
4,
3,
3
] | |
[
[
167.25,
231.5,
181.75,
245.5
],
[
171.5,
140.5,
329.5,
174.5
],
[
123.75,
216.25,
310.25,
254.75
],
[
278,
122,
640,
640
],
[
173.5,
177.5,
330.5,
208.5
],
[
292.25,
181.75,
309.75,
196.25
],
[
... | [
1,
3,
3,
4,
3,
1,
3
] | |
[
[
78,
308,
134,
339
],
[
39,
0,
238,
339
],
[
429.82476806640625,
-37.3012809753418,
850.1752319335938,
216.00758361816406
],
[
16.5,
353.75,
30.5,
422.25
],
[
0,
370,
168,
640
],
[
155.75,
473.25,
163.25... | [
1,
3,
0,
4,
4,
3,
4,
3,
3
] | |
[
[
585,
122,
618,
281
],
[
185,
156.6418914794922,
185,
640.5134887695312
],
[
421,
446.5,
446,
564.5
],
[
372.5,
446.25,
386.5,
520.75
]
] | [
4,
0,
4,
4
] | |
[
[
2.75,
102.5,
32.25,
115.5
],
[
13,
201.5,
42,
217.5
],
[
0,
29,
72,
277
],
[
416,
0,
498,
59
],
[
240.28857421875,
103.97000885009766,
724.7660522460938,
331.3249816894531
],
[
214.3514404296875,
82.8216018... | [
1,
1,
3,
4,
3,
3,
4,
4
] | |
[
[
0,
0,
8,
144
],
[
230,
0,
592,
166
],
[
562,
27.25,
579,
149.75
],
[
19.02414321899414,
221.578125,
64.5316390991211,
639.1854858398438
],
[
38.737762451171875,
208.80368041992188,
132.19729614257812,
626.4110107421875... | [
3,
4,
3,
5,
5,
0
] | |
[
[
163.053955078125,
0,
450.946044921875,
0
],
[
58,
224,
85,
428
],
[
54,
224,
207,
640
],
[
307,
406,
640,
640
],
[
200.6356964111328,
334.3904113769531,
705.6295776367188,
906.0430908203125
],
[
197.28480529785... | [
0,
3,
4,
4,
3,
3
] | |
[
[
200,
212,
227,
352
],
[
143.5,
223,
162.5,
318
],
[
339.6327209472656,
86.02910614013672,
940.3673095703125,
250.9718475341797
],
[
592.5,
213.75,
603.5,
257.25
],
[
588.5,
283.25,
599.5,
336.75
],
[
222.532089... | [
4,
4,
4,
3,
3,
3,
3,
3,
3,
3,
3
] | |
[
[
203.25,
43.5,
222.75,
166.5
],
[
215,
0,
396,
364
],
[
396,
90,
489,
155
],
[
52.5,
410.5,
76.5,
421.5
],
[
33,
364,
123,
563
],
[
0,
364,
396,
444
]
] | [
3,
4,
0,
1,
3,
4
] | |
[
[
31,
115,
88,
332
],
[
428.25,
40.5,
443.75,
55.5
],
[
147.85174560546875,
24.400571823120117,
620.1482543945312,
108.2153549194336
],
[
391.0859680175781,
47.24443435668945,
888.9140625,
96.02881622314453
],
[
191.4486846923828,
... | [
4,
1,
3,
2,
2,
4,
4
] | |
[
[
299,
200.5,
330,
397.5
],
[
99.75,
46.5,
123.25,
185.5
],
[
89.25,
3,
340.75,
640
]
] | [
3,
3,
4
] | |
[
[
0,
0,
435,
428
],
[
91.34654998779297,
90.24175262451172,
277.6636657714844,
290.8587646484375
],
[
58.61698913574219,
73.12825775146484,
169.055908203125,
237.90760803222656
],
[
496.75,
92.75,
528.25,
212.25
],
[
615,
175.75... | [
4,
3,
3,
4,
4,
4,
3,
3,
0
] | |
[
[
110.13481140136719,
101.2221450805664,
366.9468688964844,
362.5592956542969
],
[
404.25,
94.25,
437.75,
146.75
],
[
486.5,
134.75,
526.5,
194.25
]
] | [
5,
3,
3
] | |
[
[
32,
0,
86,
307
],
[
46.5,
27,
73.5,
256
],
[
415,
0,
640,
307
],
[
262,
146,
404,
199
],
[
31.75,
330,
68.25,
347
],
[
0,
307,
109,
567
],
[
73,
307,
262,
640
],
[
262,
... | [
4,
3,
4,
3,
1,
3,
4,
4
] | |
[
[
0,
-53.12514877319336,
0,
53.12514877319336
],
[
104.33841705322266,
111.25391387939453,
355.6615905761719,
333.7617492675781
],
[
244.75,
95.75,
247.25,
107.25
],
[
289.5625,
-4.546215534210205,
861.0231323242188,
4.546215534210205
],
... | [
0,
4,
3,
3,
3,
3,
3,
3,
3,
3
] | |
[
[
0,
0,
230,
326
],
[
577.75,
67.25,
586.25,
112.75
],
[
574,
147,
582,
188
],
[
601,
154.75,
610,
193.25
],
[
602,
78.25,
611,
121.75
],
[
311.09808349609375,
314.8393249511719,
920.598876953125,
337... | [
4,
3,
3,
3,
3,
4,
3,
3,
2,
2,
2,
2,
2,
3,
4,
1,
3
] | |
[
[
290,
0,
428,
213
],
[
0,
0,
201,
300
],
[
186,
56.75,
196,
157.25
],
[
0,
300,
160,
640
],
[
129.25,
404.75,
148.75,
556.25
],
[
251.5050506591797,
140.38246154785156,
771.3262939453125,
459.6175537... | [
4,
4,
3,
4,
3,
5,
5
] | |
[
[
69,
0,
231,
161
],
[
0,
0,
214,
448
],
[
-78.1479721069336,
320,
78.1479721069336,
960
],
[
176.48782348632812,
202.3979949951172,
476.4878234863281,
693.6019897460938
]
] | [
3,
4,
0,
0
] |
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
Powerline Components and Faults Dataset
Overview
The Powerline Components and Faults Dataset is a dataset designed for object detection tasks involving powerline components and associated faults. It provides images of powerline infrastructure along with annotated bounding boxes for various components and faults.
This dataset is augmented with mosaic augmentation useful for training and evaluating models on powerline inspection, maintenance, and safety applications.
Dataset Structure
The dataset is organized into the following directories:
train/: Contains training images and their corresponding annotation files.validation/: Contains validation images and their corresponding annotation files.test/: Contains test images and their corresponding annotation files.
Each image file has a corresponding .txt file in the same directory, which contains the annotations in YOLO format.
Data Format
Images
- Format: JPEG/PNG
- Resolution: Various resolutions
Annotations
Annotations are provided in YOLO format, where each line in a .txt file corresponds to an object in the image. The format is:
class_id x_center y_center width height
class_id: The ID of the object class.x_center,y_center: The center of the bounding box (normalized between 0 and 1).width,height: The dimensions of the bounding box (normalized between 0 and 1).
Usage
You can use this dataset with popular machine learning frameworks and libraries. Below is an example of how to load the dataset using the Hugging Face datasets library:
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("docmhvr/powerline-components-and-faults")
# Access the train, validation, and test splits
train_dataset = dataset['train']
val_dataset = dataset['validation']
test_dataset = dataset['test']
License
This dataset is provided under the MIT License. See the LICENSE file for more details.
Acknowledgements
This dataset was created as part of the research work on powerline inspection and fault detection. Data was collected using DJI Mini drone and manually compiled and annotated using Roboflow.
Research reference
You can find the related Research work published in IEEE, full text avaliable on researchgate here,
Contribution
If you would like to contribute to this dataset, please feel free to open an issue or submit a pull request on the GitHub repository.
- Downloads last month
- 35