DunnBC22/yolos-tiny-Brain_Tumor_Detection
Object Detection
•
Updated
•
151
•
4
image_id
int64 0
6.93k
| image
imagewidth (px) 640
640
| width
int32 640
640
| height
int32 640
640
| objects
sequence |
---|---|---|---|---|
5,646 | 640 | 640 | {
"id": [
12255,
12256,
12257
],
"area": [
8448,
35868,
12740
],
"bbox": [
[
286,
147,
96,
88
],
[
243,
142,
213.5,
168
],
[
275,
144,
122.5,
104
]
],
"category": [
1,
2,
3
]
} |
|
827 | 640 | 640 | {
"id": [
1782
],
"area": [
424
],
"bbox": [
[
296,
176,
16,
26.5
]
],
"category": [
2
]
} |
|
153 | 640 | 640 | {
"id": [
341
],
"area": [
2140
],
"bbox": [
[
328,
368,
40,
53.5
]
],
"category": [
2
]
} |
|
1,464 | 640 | 640 | {
"id": [
3121
],
"area": [
14746
],
"bbox": [
[
315,
149,
125.5,
117.5
]
],
"category": [
2
]
} |
|
1,259 | 640 | 640 | {
"id": [
2689,
2690,
2691
],
"area": [
634,
17024,
2613
],
"bbox": [
[
424,
219,
29.5,
21.5
],
[
382,
187,
152,
112
],
[
413,
205,
61.5,
42.5
]
],
"category": [
1,
2,
3
]
} |
|
3,573 | 640 | 640 | {
"id": [
7747,
7748
],
"area": [
6018,
1500
],
"bbox": [
[
437,
184,
66.5,
90.5
],
[
435,
184,
40,
37.5
]
],
"category": [
2,
3
]
} |
|
2,595 | 640 | 640 | {
"id": [
5581
],
"area": [
1536
],
"bbox": [
[
334,
384,
48,
32
]
],
"category": [
2
]
} |
|
2,709 | 640 | 640 | {
"id": [
5820,
5821,
5822
],
"area": [
1569,
20672,
12066
],
"bbox": [
[
304,
413,
45.5,
34.5
],
[
256,
312,
136,
152
],
[
285,
349,
98.5,
122.5
]
],
"category": [
1,
2,
3
]
} |
|
2,337 | 640 | 640 | {
"id": [
5038
],
"area": [
5294
],
"bbox": [
[
208,
211,
90.5,
58.5
]
],
"category": [
2
]
} |
|
6,445 | 640 | 640 | {
"id": [
14003,
14004,
14005
],
"area": [
6672,
38272,
9446
],
"bbox": [
[
283,
331,
96,
69.5
],
[
240,
224,
184,
208
],
[
283,
325,
114.5,
82.5
]
],
"category": [
1,
2,
3
]
} |
|
2,724 | 640 | 640 | {
"id": [
5853
],
"area": [
24612
],
"bbox": [
[
149,
182,
146.5,
168
]
],
"category": [
2
]
} |
|
934 | 640 | 640 | {
"id": [
2013
],
"area": [
3293
],
"bbox": [
[
355,
296,
77.5,
42.5
]
],
"category": [
2
]
} |
|
6,569 | 640 | 640 | {
"id": [
14263
],
"area": [
15218
],
"bbox": [
[
283,
379,
154.5,
98.5
]
],
"category": [
2
]
} |
|
4,661 | 640 | 640 | {
"id": [
10113,
10114,
10115
],
"area": [
1338,
10737,
3060
],
"bbox": [
[
403,
355,
26.5,
50.5
],
[
376,
357,
154.5,
69.5
],
[
398,
360,
72,
42.5
]
],
"category": [
1,
2,
3
]
} |
|
6,709 | 640 | 640 | {
"id": [
14570
],
"area": [
14362
],
"bbox": [
[
189,
211,
141.5,
101.5
]
],
"category": [
2
]
} |
|
436 | 640 | 640 | {
"id": [
967,
968,
969
],
"area": [
24230,
27322,
7152
],
"bbox": [
[
149,
304,
181.5,
133.5
],
[
152,
293,
186.5,
146.5
],
[
166,
347,
96,
74.5
]
],
"category": [
1,
2,
3
]
} |
|
3,110 | 640 | 640 | {
"id": [
6755
],
"area": [
29592
],
"bbox": [
[
288,
155,
205.5,
144
]
],
"category": [
2
]
} |
|
1,477 | 640 | 640 | {
"id": [
3151,
3152,
3153
],
"area": [
4621,
16020,
6820
],
"bbox": [
[
355,
341,
69.5,
66.5
],
[
344,
336,
120,
133.5
],
[
347,
336,
77.5,
88
]
],
"category": [
1,
2,
3
]
} |
|
5,554 | 640 | 640 | {
"id": [
12051,
12052,
12053
],
"area": [
6057,
31464,
8640
],
"bbox": [
[
320,
187,
98.5,
61.5
],
[
237,
152,
218.5,
144
],
[
310,
184,
120,
72
]
],
"category": [
1,
2,
3
]
} |
|
3,622 | 640 | 640 | {
"id": [
7846,
7847,
7848
],
"area": [
30,
13806,
2240
],
"bbox": [
[
285,
192,
5.5,
5.5
],
[
219,
155,
117.5,
117.5
],
[
259,
176,
56,
40
]
],
"category": [
1,
2,
3
]
} |
|
608 | 640 | 640 | {
"id": [
1333,
1334,
1335
],
"area": [
6200,
17640,
10705
],
"bbox": [
[
373,
190,
77.5,
80
],
[
342,
171,
144,
122.5
],
[
355,
189,
114.5,
93.5
]
],
"category": [
1,
2,
3
]
} |
|
4,647 | 640 | 640 | {
"id": [
10084,
10085,
10086
],
"area": [
6496,
47678,
13632
],
"bbox": [
[
219,
299,
101.5,
64
],
[
155,
208,
226.5,
210.5
],
[
206,
285,
128,
106.5
]
],
"category": [
1,
2,
3
]
} |
|
6,519 | 640 | 640 | {
"id": [
14159,
14160,
14161
],
"area": [
22250,
50440,
33280
],
"bbox": [
[
123,
208,
170.5,
130.5
],
[
88,
171,
242.5,
208
],
[
96,
187,
208,
160
]
],
"category": [
1,
2,
3
]
} |
|
3,329 | 640 | 640 | {
"id": [
7236,
7237
],
"area": [
6550,
2240
],
"bbox": [
[
368,
328,
98.5,
66.5
],
[
379,
339,
56,
40
]
],
"category": [
2,
3
]
} |
|
2,734 | 640 | 640 | {
"id": [
5877,
5878,
5879
],
"area": [
3424,
46900,
2688
],
"bbox": [
[
384,
224,
64,
53.5
],
[
326,
163,
200,
234.5
],
[
403,
219,
48,
56
]
],
"category": [
1,
2,
3
]
} |
|
3,477 | 640 | 640 | {
"id": [
7544,
7545,
7546
],
"area": [
9456,
23496,
8688
],
"bbox": [
[
286,
320,
96,
98.5
],
[
222,
328,
176,
133.5
],
[
283,
328,
96,
90.5
]
],
"category": [
1,
2,
3
]
} |
|
5,716 | 640 | 640 | {
"id": [
12410
],
"area": [
21120
],
"bbox": [
[
262,
355,
176,
120
]
],
"category": [
2
]
} |
|
5,758 | 640 | 640 | {
"id": [
12510,
12511,
12512
],
"area": [
14706,
28440,
7040
],
"bbox": [
[
384,
384,
162.5,
90.5
],
[
331,
350,
197.5,
144
],
[
459,
379,
88,
80
]
],
"category": [
1,
2,
3
]
} |
|
6,596 | 640 | 640 | {
"id": [
14327,
14328,
14329
],
"area": [
4768,
25984,
16020
],
"bbox": [
[
227,
203,
74.5,
64
],
[
187,
198,
232,
112
],
[
213,
195,
133.5,
120
]
],
"category": [
1,
2,
3
]
} |
|
3,689 | 640 | 640 | {
"id": [
7990
],
"area": [
6820
],
"bbox": [
[
235,
192,
88,
77.5
]
],
"category": [
2
]
} |
|
2,020 | 640 | 640 | {
"id": [
4358
],
"area": [
13160
],
"bbox": [
[
224,
368,
112,
117.5
]
],
"category": [
2
]
} |
|
5,385 | 640 | 640 | {
"id": [],
"area": [],
"bbox": [],
"category": []
} |
|
1,644 | 640 | 640 | {
"id": [
3535,
3536,
3537
],
"area": [
5685,
23040,
8208
],
"bbox": [
[
283,
405,
85.5,
66.5
],
[
224,
366,
192,
120
],
[
283,
403,
96,
85.5
]
],
"category": [
1,
2,
3
]
} |
|
5,854 | 640 | 640 | {
"id": [
12717,
12718,
12719
],
"area": [
3892,
11160,
4065
],
"bbox": [
[
419,
251,
69.5,
56
],
[
368,
227,
144,
77.5
],
[
419,
251,
69.5,
58.5
]
],
"category": [
1,
2,
3
]
} |
|
5,829 | 640 | 640 | {
"id": [
12661
],
"area": [
7934
],
"bbox": [
[
389,
216,
106.5,
74.5
]
],
"category": [
2
]
} |
|
1,715 | 640 | 640 | {
"id": [
3684,
3685,
3686
],
"area": [
978,
10733,
2340
],
"bbox": [
[
251,
192,
45.5,
21.5
],
[
224,
171,
138.5,
77.5
],
[
245,
184,
58.5,
40
]
],
"category": [
1,
2,
3
]
} |
|
1,686 | 640 | 640 | {
"id": [
3624,
3625,
3626
],
"area": [
22540,
37293,
29696
],
"bbox": [
[
344,
320,
184,
122.5
],
[
315,
317,
229.5,
162.5
],
[
318,
318,
232,
128
]
],
"category": [
1,
2,
3
]
} |
|
899 | 640 | 640 | {
"id": [
1935,
1936,
1937
],
"area": [
20480,
43148,
20770
],
"bbox": [
[
302,
347,
160,
128
],
[
272,
307,
234.5,
184
],
[
296,
344,
165.5,
125.5
]
],
"category": [
1,
2,
3
]
} |
|
1,887 | 640 | 640 | {
"id": [
4044,
4045
],
"area": [
16660,
25106
],
"bbox": [
[
238,
347,
136,
122.5
],
[
229,
325,
162.5,
154.5
]
],
"category": [
1,
2
]
} |
|
6,897 | 640 | 640 | {
"id": [
14978,
14979,
14980
],
"area": [
16273,
49833,
15986
],
"bbox": [
[
195,
291,
138.5,
117.5
],
[
133,
235,
242.5,
205.5
],
[
195,
285,
130.5,
122.5
]
],
"category": [
1,
2,
3
]
} |
|
5,842 | 640 | 640 | {
"id": [
12691,
12692,
12693
],
"area": [
4317,
42108,
8120
],
"bbox": [
[
144,
363,
85.5,
50.5
],
[
126,
288,
232,
181.5
],
[
136,
352,
101.5,
80
]
],
"category": [
1,
2,
3
]
} |
|
1,205 | 640 | 640 | {
"id": [
2580
],
"area": [
3358
],
"bbox": [
[
384,
384,
66.5,
50.5
]
],
"category": [
2
]
} |
|
3,000 | 640 | 640 | {
"id": [
6496,
6497,
6498
],
"area": [
1489,
15285,
7013
],
"bbox": [
[
499,
336,
29.5,
50.5
],
[
371,
328,
133.5,
114.5
],
[
469,
315,
77.5,
90.5
]
],
"category": [
1,
2,
3
]
} |
|
2,146 | 640 | 640 | {
"id": [
4628
],
"area": [
141
],
"bbox": [
[
531,
227,
10.5,
13.5
]
],
"category": [
2
]
} |
|
3,667 | 640 | 640 | {
"id": [
7943
],
"area": [
2570
],
"bbox": [
[
403,
384,
74.5,
34.5
]
],
"category": [
2
]
} |
|
4,264 | 640 | 640 | {
"id": [
9249,
9250,
9251
],
"area": [
7934,
11510,
10260
],
"bbox": [
[
227,
360,
106.5,
74.5
],
[
227,
381,
154.5,
74.5
],
[
224,
352,
120,
85.5
]
],
"category": [
1,
2,
3
]
} |
|
2,751 | 640 | 640 | {
"id": [
5921,
5922,
5923
],
"area": [
13,
13937,
2954
],
"bbox": [
[
197,
411,
2.5,
5.5
],
[
147,
371,
141.5,
98.5
],
[
168,
397,
58.5,
50.5
]
],
"category": [
1,
2,
3
]
} |
|
3,905 | 640 | 640 | {
"id": [
8453
],
"area": [
212
],
"bbox": [
[
406,
216,
8,
26.5
]
],
"category": [
2
]
} |
|
5,522 | 640 | 640 | {
"id": [
11983,
11984,
11985
],
"area": [
5937,
15261,
4380
],
"bbox": [
[
187,
320,
130.5,
45.5
],
[
171,
307,
178.5,
85.5
],
[
205,
320,
109.5,
40
]
],
"category": [
1,
2,
3
]
} |
|
2,404 | 640 | 640 | {
"id": [
5173,
5174,
5175
],
"area": [
17748,
39000,
19597
],
"bbox": [
[
208,
310,
130.5,
136
],
[
147,
288,
240,
162.5
],
[
200,
312,
141.5,
138.5
]
],
"category": [
1,
2,
3
]
} |
|
4,902 | 640 | 640 | {
"id": [
10626,
10627,
10628
],
"area": [
6200,
34868,
13884
],
"bbox": [
[
368,
227,
77.5,
80
],
[
301,
203,
189.5,
184
],
[
342,
211,
104,
133.5
]
],
"category": [
1,
2,
3
]
} |
|
6,004 | 640 | 640 | {
"id": [
13045,
13046,
13047
],
"area": [
9396,
18744,
12086
],
"bbox": [
[
240,
192,
130.5,
72
],
[
238,
157,
176,
106.5
],
[
235,
181,
146.5,
82.5
]
],
"category": [
1,
2,
3
]
} |
|
4,796 | 640 | 640 | {
"id": [
10398,
10399,
10400
],
"area": [
7041,
12892,
1536
],
"bbox": [
[
323,
211,
114.5,
61.5
],
[
307,
198,
146.5,
88
],
[
374,
208,
48,
32
]
],
"category": [
1,
2,
3
]
} |
|
2,005 | 640 | 640 | {
"id": [
4319,
4320,
4321
],
"area": [
16966,
31362,
17748
],
"bbox": [
[
136,
197,
138.5,
122.5
],
[
125,
179,
165.5,
189.5
],
[
139,
187,
136,
130.5
]
],
"category": [
1,
2,
3
]
} |
|
6,589 | 640 | 640 | {
"id": [
14311,
14312
],
"area": [
6965,
11760
],
"bbox": [
[
211,
357,
93.5,
74.5
],
[
200,
328,
122.5,
96
]
],
"category": [
1,
2
]
} |
|
1,970 | 640 | 640 | {
"id": [
4232,
4233,
4234
],
"area": [
9372,
19545,
11926
],
"bbox": [
[
232,
166,
106.5,
88
],
[
259,
152,
178.5,
109.5
],
[
224,
160,
117.5,
101.5
]
],
"category": [
1,
2,
3
]
} |
|
2,678 | 640 | 640 | {
"id": [
5760,
5761,
5762
],
"area": [
3985,
25173,
7338
],
"bbox": [
[
264,
184,
74.5,
53.5
],
[
237,
133,
205.5,
122.5
],
[
261,
171,
98.5,
74.5
]
],
"category": [
1,
2,
3
]
} |
|
4,793 | 640 | 640 | {
"id": [
10395
],
"area": [
14217
],
"bbox": [
[
213,
157,
133.5,
106.5
]
],
"category": [
2
]
} |
|
2,204 | 640 | 640 | {
"id": [
4734,
4735,
4736
],
"area": [
16644,
27798,
19600
],
"bbox": [
[
267,
139,
152,
109.5
],
[
253,
171,
221.5,
125.5
],
[
262,
131,
160,
122.5
]
],
"category": [
1,
2,
3
]
} |
|
3,190 | 640 | 640 | {
"id": [
6926,
6927,
6928
],
"area": [
1280,
20710,
7466
],
"bbox": [
[
438,
195,
32,
40
],
[
272,
157,
221.5,
93.5
],
[
411,
168,
90.5,
82.5
]
],
"category": [
1,
2,
3
]
} |
|
4,430 | 640 | 640 | {
"id": [
9612
],
"area": [
26
],
"bbox": [
[
277,
307,
10.5,
2.5
]
],
"category": [
2
]
} |
|
6,241 | 640 | 640 | {
"id": [
13558
],
"area": [
397
],
"bbox": [
[
424,
379,
21.5,
18.5
]
],
"category": [
2
]
} |
|
3,336 | 640 | 640 | {
"id": [
7251,
7252,
7253
],
"area": [
2340,
31464,
6820
],
"bbox": [
[
448,
200,
40,
58.5
],
[
307,
166,
218.5,
144
],
[
398,
205,
88,
77.5
]
],
"category": [
1,
2,
3
]
} |
|
5,901 | 640 | 640 | {
"id": [
12824,
12825,
12826
],
"area": [
4533,
30016,
17333
],
"bbox": [
[
224,
203,
77.5,
58.5
],
[
187,
195,
234.5,
128
],
[
211,
195,
141.5,
122.5
]
],
"category": [
1,
2,
3
]
} |
|
4,465 | 640 | 640 | {
"id": [
9696,
9697,
9698
],
"area": [
472,
17212,
900
],
"bbox": [
[
461,
366,
29.5,
16
],
[
389,
323,
165.5,
104
],
[
459,
368,
37.5,
24
]
],
"category": [
1,
2,
3
]
} |
|
1,975 | 640 | 640 | {
"id": [
4247
],
"area": [
12805
],
"bbox": [
[
371,
379,
141.5,
90.5
]
],
"category": [
2
]
} |
|
3,781 | 640 | 640 | {
"id": [
8197,
8198,
8199
],
"area": [
19924,
29440,
1126
],
"bbox": [
[
176,
304,
146.5,
136
],
[
155,
291,
184,
160
],
[
181,
339,
42.5,
26.5
]
],
"category": [
1,
2,
3
]
} |
|
519 | 640 | 640 | {
"id": [
1147
],
"area": [
7744
],
"bbox": [
[
408,
182,
88,
88
]
],
"category": [
2
]
} |
|
2,211 | 640 | 640 | {
"id": [
4750,
4751,
4752
],
"area": [
4040,
31020,
14592
],
"bbox": [
[
275,
200,
80,
50.5
],
[
216,
160,
264,
117.5
],
[
232,
176,
152,
96
]
],
"category": [
1,
2,
3
]
} |
|
3,843 | 640 | 640 | {
"id": [
8326,
8327,
8328
],
"area": [
9636,
22641,
12433
],
"bbox": [
[
229,
374,
109.5,
88
],
[
221,
368,
173.5,
130.5
],
[
224,
371,
122.5,
101.5
]
],
"category": [
1,
2,
3
]
} |
|
2,153 | 640 | 640 | {
"id": [
4644,
4645,
4646
],
"area": [
13466,
30633,
11324
],
"bbox": [
[
275,
331,
157.5,
85.5
],
[
237,
296,
194.5,
157.5
],
[
283,
341,
152,
74.5
]
],
"category": [
1,
2,
3
]
} |
|
5,447 | 640 | 640 | {
"id": [
11818
],
"area": [
1484
],
"bbox": [
[
371,
453,
56,
26.5
]
],
"category": [
2
]
} |
|
754 | 640 | 640 | {
"id": [
1629,
1630
],
"area": [
3509,
4413
],
"bbox": [
[
256,
237,
69.5,
50.5
],
[
251,
235,
82.5,
53.5
]
],
"category": [
1,
3
]
} |
|
2,661 | 640 | 640 | {
"id": [
5727
],
"area": [
2112
],
"bbox": [
[
286,
238,
88,
24
]
],
"category": [
2
]
} |
|
4,253 | 640 | 640 | {
"id": [
9224,
9225,
9226
],
"area": [
2240,
19158,
3762
],
"bbox": [
[
272,
395,
56,
40
],
[
237,
379,
194.5,
98.5
],
[
272,
392,
74.5,
50.5
]
],
"category": [
1,
2,
3
]
} |
|
937 | 640 | 640 | {
"id": [
2020,
2021
],
"area": [
5364,
256
],
"bbox": [
[
235,
272,
72,
74.5
],
[
256,
331,
32,
8
]
],
"category": [
2,
3
]
} |
|
6,282 | 640 | 640 | {
"id": [
13643,
13644,
13645
],
"area": [
17690,
40965,
13052
],
"bbox": [
[
160,
315,
154.5,
114.5
],
[
149,
272,
229.5,
178.5
],
[
163,
318,
125.5,
104
]
],
"category": [
1,
2,
3
]
} |
|
2,138 | 640 | 640 | {
"id": [
4611,
4612,
4613
],
"area": [
4448,
33988,
5177
],
"bbox": [
[
350,
179,
64,
69.5
],
[
251,
149,
232,
146.5
],
[
344,
181,
69.5,
74.5
]
],
"category": [
1,
2,
3
]
} |
|
418 | 640 | 640 | {
"id": [
924,
925,
926
],
"area": [
1253,
27180,
7166
],
"bbox": [
[
240,
165,
42.5,
29.5
],
[
232,
144,
226.5,
120
],
[
219,
155,
122.5,
58.5
]
],
"category": [
1,
2,
3
]
} |
|
5,311 | 640 | 640 | {
"id": [
11526
],
"area": [
398
],
"bbox": [
[
381,
171,
29.5,
13.5
]
],
"category": [
2
]
} |
|
260 | 640 | 640 | {
"id": [
585,
586,
587
],
"area": [
7013,
39556,
11032
],
"bbox": [
[
147,
347,
90.5,
77.5
],
[
115,
293,
232,
170.5
],
[
136,
341,
112,
98.5
]
],
"category": [
1,
2,
3
]
} |
|
5,196 | 640 | 640 | {
"id": [
11261,
11262,
11263
],
"area": [
552,
3718,
5364
],
"bbox": [
[
467,
440,
34.5,
16
],
[
416,
371,
69.5,
53.5
],
[
448,
384,
72,
74.5
]
],
"category": [
1,
2,
3
]
} |
|
3,101 | 640 | 640 | {
"id": [
6735
],
"area": [
57
],
"bbox": [
[
269,
243,
5.5,
10.5
]
],
"category": [
2
]
} |
|
3,924 | 640 | 640 | {
"id": [
8493
],
"area": [
8704
],
"bbox": [
[
310,
203,
136,
64
]
],
"category": [
2
]
} |
|
4,874 | 640 | 640 | {
"id": [
10571,
10572,
10573
],
"area": [
9744,
13806,
148
],
"bbox": [
[
227,
360,
96,
101.5
],
[
216,
352,
117.5,
117.5
],
[
237,
400,
18.5,
8
]
],
"category": [
1,
2,
3
]
} |
|
2,821 | 640 | 640 | {
"id": [
6092,
6093,
6094
],
"area": [
2480,
21504,
14150
],
"bbox": [
[
245,
195,
77.5,
32
],
[
256,
182,
192,
112
],
[
243,
171,
165.5,
85.5
]
],
"category": [
1,
2,
3
]
} |
|
4,120 | 640 | 640 | {
"id": [
8925,
8926,
8927
],
"area": [
2953,
22204,
7082
],
"bbox": [
[
312,
131,
69.5,
42.5
],
[
216,
144,
213.5,
104
],
[
299,
128,
106.5,
66.5
]
],
"category": [
1,
2,
3
]
} |
|
2,070 | 640 | 640 | {
"id": [
4468,
4469,
4470
],
"area": [
2140,
19860,
1700
],
"bbox": [
[
429,
416,
53.5,
40
],
[
336,
344,
165.5,
120
],
[
430,
413,
40,
42.5
]
],
"category": [
1,
2,
3
]
} |
|
1,871 | 640 | 640 | {
"id": [
4006,
4007,
4008
],
"area": [
1932,
26389,
8704
],
"bbox": [
[
424,
416,
56,
34.5
],
[
315,
328,
186.5,
141.5
],
[
352,
400,
136,
64
]
],
"category": [
1,
2,
3
]
} |
|
4,551 | 640 | 640 | {
"id": [
9886,
9887
],
"area": [
888,
8760
],
"bbox": [
[
270,
211,
48,
18.5
],
[
248,
200,
109.5,
80
]
],
"category": [
1,
2
]
} |
|
5,681 | 640 | 640 | {
"id": [
12330
],
"area": [
6242
],
"bbox": [
[
328,
200,
101.5,
61.5
]
],
"category": [
2
]
} |
|
4,685 | 640 | 640 | {
"id": [
10169
],
"area": [
8146
],
"bbox": [
[
280,
381,
122.5,
66.5
]
],
"category": [
2
]
} |
|
5,496 | 640 | 640 | {
"id": [
11929,
11930
],
"area": [
26460,
47460
],
"bbox": [
[
243,
133,
216,
122.5
],
[
224,
150,
282.5,
168
]
],
"category": [
1,
2
]
} |
|
5,641 | 640 | 640 | {
"id": [
12244,
12245,
12246
],
"area": [
7980,
12160,
128
],
"bbox": [
[
254,
189,
120,
66.5
],
[
235,
184,
152,
80
],
[
246,
203,
8,
16
]
],
"category": [
1,
2,
3
]
} |
|
3,595 | 640 | 640 | {
"id": [
7798,
7799
],
"area": [
10362,
10764
],
"bbox": [
[
128,
315,
114.5,
90.5
],
[
136,
331,
149.5,
72
]
],
"category": [
1,
2
]
} |
|
5,825 | 640 | 640 | {
"id": [
12649,
12650,
12651
],
"area": [
592,
14369,
2826
],
"bbox": [
[
491,
344,
18.5,
32
],
[
389,
315,
125.5,
114.5
],
[
488,
317,
42.5,
66.5
]
],
"category": [
1,
2,
3
]
} |
|
1,761 | 640 | 640 | {
"id": [
3780,
3781
],
"area": [
5412,
1380
],
"bbox": [
[
443,
184,
61.5,
88
],
[
435,
187,
40,
34.5
]
],
"category": [
2,
3
]
} |
|
2,318 | 640 | 640 | {
"id": [
4999,
5000
],
"area": [
5529,
397
],
"bbox": [
[
328,
317,
109.5,
50.5
],
[
381,
368,
18.5,
21.5
]
],
"category": [
2,
3
]
} |
|
5,474 | 640 | 640 | {
"id": [
11880,
11881,
11882
],
"area": [
11453,
42660,
14892
],
"bbox": [
[
275,
184,
93.5,
122.5
],
[
232,
139,
197.5,
216
],
[
269,
176,
109.5,
136
]
],
"category": [
1,
2,
3
]
} |
|
6,844 | 640 | 640 | {
"id": [
14866,
14867,
14868
],
"area": [
12866,
44293,
18074
],
"bbox": [
[
280,
139,
117.5,
109.5
],
[
237,
136,
237.5,
186.5
],
[
269,
131,
138.5,
130.5
]
],
"category": [
1,
2,
3
]
} |
** The original COCO dataset is stored at dataset.tar.gz
**
brain-tumor-m2pbp
object-detection
: The dataset can be used to train a model for Object Detection.English
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]
}
}
image
: the image idimage
: 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 widthheight
: the image heightobjects
: a dictionary containing bounding box metadata for the objects present on the imageid
: the annotation idarea
: the area of the bounding boxbbox
: the object's bounding box (in the coco format)category
: the object's category.Annotators are Roboflow users
See original homepage https://universe.roboflow.com/object-detection/brain-tumor-m2pbp
@misc{ brain-tumor-m2pbp,
title = { brain tumor m2pbp Dataset },
type = { Open Source Dataset },
author = { Roboflow 100 },
howpublished = { \url{ https://universe.roboflow.com/object-detection/brain-tumor-m2pbp } },
url = { https://universe.roboflow.com/object-detection/brain-tumor-m2pbp },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { nov },
note = { visited on 2023-03-29 },
}"
Thanks to @mariosasko for adding this dataset.