Datasets:
image imagewidth (px) 416 416 | objects dict | disease_code stringlengths 14 17 โ | species stringclasses 2
values | split stringclasses 3
values |
|---|---|---|---|---|
{
"bbox": [
[
8.999999999999991,
5.000000000000005,
400,
411
],
[
363.5,
232.24999999999997,
4,
2.5
]
],
"categories": [
9,
9
]
} | RS_Erly-B-8389 | strawberry | train | |
{
"bbox": [
[
247.50000000000003,
279,
2,
2
],
[
41.25,
19.749999999999986,
359.5,
366.5
]
],
"categories": [
9,
9
]
} | RS_Erly-B-9432 | strawberry | train | |
{
"bbox": [
[
0,
7.999999999999995,
412,
400
]
],
"categories": [
9
]
} | RS_Erly-B-8253 | strawberry | train | |
{
"bbox": [
[
34.000000000000014,
18.749999999999993,
305,
332.5
]
],
"categories": [
9
]
} | RS_Erly-B-7437 | strawberry | train | |
{
"bbox": [
[
68.99999999999999,
32.750000000000014,
230,
332.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-1217 | strawberry | train | |
{
"bbox": [
[
28.99999999999999,
35.500000000000014,
321,
316
]
],
"categories": [
9
]
} | RS_Erly-B-7829 | strawberry | train | |
{
"bbox": [
[
93.74999999999997,
35.24999999999998,
234.50000000000003,
357.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-6926 | bean | train | |
{
"bbox": [
[
18.749999999999968,
13.499999999999998,
390.5,
386
]
],
"categories": [
9
]
} | RS_Erly-B-6354 | strawberry | train | |
{
"bbox": [
[
126.50000000000001,
40,
270,
342
]
],
"categories": [
10
]
} | Crnl_L-Mold-8645 | bean | train | |
{
"bbox": [
[
100.00000000000001,
16.50000000000001,
262,
367
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8505 | strawberry | train | |
{
"bbox": [
[
48.499999999999986,
21.250000000000007,
284,
360.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-9375 | strawberry | train | |
{
"bbox": [
[
21.000000000000018,
14.999999999999993,
375,
339
]
],
"categories": [
9
]
} | RS_Erly-B-7464 | strawberry | train | |
{
"bbox": [
[
33.249999999999986,
6.750000000000011,
315.5,
370.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8730 | strawberry | train | |
{
"bbox": [
[
97.00000000000003,
27.499999999999993,
275,
350
]
],
"categories": [
10
]
} | Crnl_L-Mold-6720 | bean | train | |
{
"bbox": [
[
8.250000000000005,
10.749999999999996,
397.5,
319.5
]
],
"categories": [
9
]
} | RS_Erly-B-8446 | strawberry | train | |
{
"bbox": [
[
32,
18.500000000000004,
337,
295
]
],
"categories": [
10
]
} | Crnl_L-Mold-9135 | bean | train | |
{
"bbox": [
[
71.75000000000001,
8.499999999999993,
254.5,
364
]
],
"categories": [
11
]
} | Com-G_SpM_FL-1434 | strawberry | train | |
{
"bbox": [
[
38.49999999999998,
85,
364,
309
]
],
"categories": [
10
]
} | Crnl_L-Mold-6783 | bean | train | |
{
"bbox": [
[
80.00000000000001,
11.249999999999995,
291,
373.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-9139 | bean | train | |
{
"bbox": [
[
25.74999999999999,
15.250000000000004,
356.5,
390.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-8982 | bean | train | |
{
"bbox": [
[
15.000000000000016,
10.500000000000009,
387,
395
]
],
"categories": [
9
]
} | RS_Erly-B-8247 | strawberry | train | |
{
"bbox": [
[
30.25000000000002,
31.500000000000004,
337.5,
322
]
],
"categories": [
10
]
} | Crnl_L-Mold-6929 | bean | train | |
{
"bbox": [
[
13.499999999999998,
3.0000000000000124,
324,
407
]
],
"categories": [
9
]
} | RS_Erly-B-8349 | strawberry | train | |
{
"bbox": [
[
21.75000000000003,
15.250000000000004,
373.5,
398.5
]
],
"categories": [
9
]
} | RS_Erly-B-8220 | strawberry | train | |
{
"bbox": [
[
30.249999999999996,
24.250000000000018,
357.5,
285.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-8805 | bean | train | |
{
"bbox": [
[
50.50000000000001,
33,
288,
340
]
],
"categories": [
9
]
} | RS_Erly-B-7440 | strawberry | train | |
{
"bbox": [
[
18.749999999999993,
30.499999999999986,
377.5,
296
]
],
"categories": [
10
]
} | Crnl_L-Mold-6794 | bean | train | |
{
"bbox": [
[
24.249999999999993,
14.750000000000005,
373.5,
373.5
]
],
"categories": [
9
]
} | RS_Erly-B-7573 | strawberry | train | |
{
"bbox": [
[
70.00000000000003,
41.999999999999986,
303,
349
]
],
"categories": [
9
]
} | RS_Erly-B-6439 | strawberry | train | |
{
"bbox": [
[
19.5,
42.25,
368,
306.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8809 | strawberry | train | |
{
"bbox": [
[
29.999999999999986,
21.250000000000007,
349,
333.5
]
],
"categories": [
9
]
} | RS_Erly-B-9578 | strawberry | train | |
{
"bbox": [
[
10.00000000000001,
13.499999999999998,
391,
387
]
],
"categories": [
9
]
} | RS_Erly-B-8375 | strawberry | train | |
{
"bbox": [
[
60.249999999999986,
23.500000000000007,
314.5,
378
]
],
"categories": [
9
]
} | RS_Erly-B-7516 | strawberry | train | |
{
"bbox": [
[
26.750000000000007,
19,
324.5,
365
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8458 | strawberry | train | |
{
"bbox": [
[
55.500000000000014,
10.249999999999998,
248,
346.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8571 | strawberry | train | |
{
"bbox": [
[
48.999999999999986,
15.99999999999999,
343,
392
]
],
"categories": [
9
]
} | RS_Erly-B-7588 | strawberry | train | |
{
"bbox": [
[
109,
42.75000000000002,
242.00000000000003,
324.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-7043 | bean | train | |
{
"bbox": [
[
78.24999999999999,
33,
278.5,
295
]
],
"categories": [
11
]
} | Com-G_SpM_FL-1359 | strawberry | train | |
{
"bbox": [
[
107.99999999999999,
19,
256,
338
]
],
"categories": [
10
]
} | Crnl_L-Mold-6748 | bean | train | |
{
"bbox": [
[
26.999999999999996,
0,
359,
383
]
],
"categories": [
9
]
} | RS_Erly-B-7543 | strawberry | train | |
{
"bbox": [
[
54.49999999999999,
15.99999999999999,
320,
372
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8753 | strawberry | train | |
{
"bbox": [
[
39,
1.4999999999999947,
320,
405
]
],
"categories": [
9
]
} | RS_Erly-B-9428 | strawberry | train | |
{
"bbox": [
[
60.25000000000001,
17.500000000000007,
336.5,
323
]
],
"categories": [
10
]
} | Crnl_L-Mold-9177 | bean | train | |
{
"bbox": [
[
33.25000000000001,
2.7500000000000018,
322.5,
356.5
]
],
"categories": [
9
]
} | RS_Erly-B-9562 | strawberry | train | |
{
"bbox": [
[
121.99999999999999,
23.25,
260,
301.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-8788 | bean | train | |
{
"bbox": [
[
113.25,
38.5,
235.50000000000003,
295
]
],
"categories": [
10
]
} | Crnl_L-Mold-6578 | bean | train | |
{
"bbox": [
[
67.50000000000001,
47.500000000000014,
239.99999999999997,
322
]
],
"categories": [
11
]
} | Com-G_SpM_FL-1425 | strawberry | train | |
{
"bbox": [
[
69.75,
58,
235.50000000000003,
290
]
],
"categories": [
11
]
} | Com-G_SpM_FL-9371 | strawberry | train | |
{
"bbox": [
[
39.75000000000001,
27.249999999999986,
345.5,
367.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8456 | strawberry | train | |
{
"bbox": [
[
77.50000000000003,
0,
316,
303
]
],
"categories": [
10
]
} | Crnl_L-Mold-6756 | bean | train | |
{
"bbox": [
[
58.5,
38.250000000000014,
271,
324.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-9295 | strawberry | train | |
{
"bbox": [
[
24.500000000000007,
19.75000000000001,
328,
318.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-7119 | bean | train | |
{
"bbox": [
[
103.25000000000001,
22.999999999999986,
220.49999999999997,
334
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8445 | strawberry | train | |
{
"bbox": [
[
99.99999999999999,
25.249999999999993,
218,
357.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-9467 | strawberry | train | |
{
"bbox": [
[
19.5,
6.250000000000012,
381,
399.5
]
],
"categories": [
9
]
} | RS_Erly-B-6339 | strawberry | train | |
{
"bbox": [
[
78.50000000000003,
22.49999999999999,
316,
388
]
],
"categories": [
9
]
} | RS_Erly-B-7552 | strawberry | train | |
{
"bbox": [
[
68.50000000000001,
48.75000000000002,
261,
334.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-7018 | bean | train | |
{
"bbox": [
[
54.24999999999998,
12.250000000000014,
356.5,
349.5
]
],
"categories": [
9
]
} | RS_Erly-B-7648 | strawberry | train | |
{
"bbox": [
[
64.50000000000003,
0,
342,
388
]
],
"categories": [
9
]
} | RS_Erly-B-7796 | strawberry | train | |
{
"bbox": [
[
33.5,
11.000000000000007,
313,
315
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8840 | strawberry | train | |
{
"bbox": [
[
32,
25.000000000000004,
352,
339
]
],
"categories": [
9
]
} | RS_Erly-B-9402 | strawberry | train | |
{
"bbox": [
[
35.999999999999986,
19.24999999999999,
350,
318.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-8746 | bean | train | |
{
"bbox": [
[
41.999999999999986,
31.749999999999993,
299,
306.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-6725 | bean | train | |
{
"bbox": [
[
60.49999999999999,
26.749999999999986,
314,
352.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-1603 | strawberry | train | |
{
"bbox": [
[
15.499999999999991,
9.500000000000012,
347,
379
]
],
"categories": [
10
]
} | Crnl_L-Mold-8770 | bean | train | |
{
"bbox": [
[
62.25,
58.5,
313.5,
336
]
],
"categories": [
10
]
} | Crnl_L-Mold-6898 | bean | train | |
{
"bbox": [
[
33.75000000000001,
7.749999999999984,
345.5,
392.5
]
],
"categories": [
9
]
} | RS_Erly-B-9470 | strawberry | train | |
{
"bbox": [
[
34.25000000000001,
33,
323.5,
342
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8624 | strawberry | train | |
{
"bbox": [
[
65,
27.500000000000018,
255.00000000000003,
330
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8951 | strawberry | train | |
{
"bbox": [
[
38,
12.750000000000012,
368,
358.5
]
],
"categories": [
9
]
} | RS_Erly-B-7512 | strawberry | train | |
{
"bbox": [
[
61.499999999999986,
28.250000000000004,
297,
331.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-9146 | bean | train | |
{
"bbox": [
[
53.75000000000001,
20.999999999999993,
296.5,
380
]
],
"categories": [
11
]
} | Com-G_SpM_FL-1664 | strawberry | train | |
{
"bbox": [
[
57.74999999999999,
35.25,
288.5,
365.5
]
],
"categories": [
11
]
} | Com-G_SpM_FL-1157 | strawberry | train | |
{
"bbox": [
[
52.50000000000002,
8.249999999999982,
316,
378.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-8985 | bean | train | |
{
"bbox": [
[
69.5,
18.000000000000007,
308,
348
]
],
"categories": [
11
]
} | Com-G_SpM_FL-8628 | strawberry | train | |
{
"bbox": [
[
15.250000000000027,
13.999999999999996,
399.5,
373
]
],
"categories": [
9
]
} | RS_Erly-B-6372 | strawberry | train | |
{
"bbox": [
[
46,
17.749999999999993,
313,
359.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-6965 | bean | train | |
{
"bbox": [
[
19.250000000000014,
9.500000000000012,
359.5,
327
]
],
"categories": [
9
]
} | RS_Erly-B-9502 | strawberry | train | |
{
"bbox": [
[
95.25000000000001,
15.499999999999991,
293.5,
352
]
],
"categories": [
10
]
} | Crnl_L-Mold-8996 | bean | train | |
{
"bbox": [
[
23.25,
30.500000000000007,
352.5,
325
]
],
"categories": [
9
]
} | RS_Erly-B-9579 | strawberry | train | |
{
"bbox": [
[
85.75,
13.499999999999998,
275.5,
310
]
],
"categories": [
9
]
} | RS_Erly-B-9414 | strawberry | train | |
{
"bbox": [
[
29.50000000000001,
56.74999999999999,
305,
286.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-7096 | bean | train | |
{
"bbox": [
[
118.75000000000003,
18.249999999999993,
259.5,
351.5
]
],
"categories": [
10
]
} | Crnl_L-Mold-6977 | bean | train | |
{
"bbox": [
[
24.749999999999993,
19.49999999999998,
351.5,
385
]
],
"categories": [
10
]
} | Crnl_L-Mold-8829 | bean | train | |
{
"bbox": [
[
54.500000000000014,
22.500000000000014,
308,
368
]
],
"categories": [
9
]
} | RS_Erly-B-7674 | strawberry | train | |
{
"bbox": [
[
104.5,
13,
274,
312
]
],
"categories": [
10
]
} | Crnl_L-Mold-8686 | bean | train | |
{
"bbox": [
[
156.75,
92.25,
227.5,
89.5
],
[
169,
173,
247,
122
],
[
0,
138.25,
171,
108.5
],
[
232,
44.99999999999999,
105,
48
]
],
"categories": [
1,
1,
1,
1
]
} | null | null | train | |
{
"bbox": [
[
143.5,
138.25,
231,
126.49999999999999
],
[
2.7500000000000018,
72,
219.49999999999997,
119.99999999999999
],
[
247.24999999999997,
54.5,
167.5,
98
]
],
"categories": [
1,
1,
1
]
} | null | null | train | |
{
"bbox": [
[
76.75,
119.25,
229.5,
96.5
],
[
173.5,
191,
236,
117
],
[
7.750000000000007,
203,
165.5,
142
]
],
"categories": [
1,
1,
1
]
} | null | null | train | |
{
"bbox": [
[
0,
97.75,
144,
40.5
],
[
172,
108.25,
129,
151.5
],
[
0,
225,
123,
141
],
[
160,
0,
192,
41
],
[
39.999999999999986,
196.49999999999997,
147,
111
... | null | null | train | |
{
"bbox": [
[
0.25000000000001066,
14.999999999999993,
178.5,
121.00000000000001
],
[
10.999999999999996,
108.25,
176,
117.5
],
[
23.500000000000007,
239.99999999999997,
220,
66
],
[
213.25,
165,
122.... | null | null | train | |
{
"bbox": [
[
47.00000000000001,
122.25,
164,
132.5
],
[
222.75000000000003,
101.74999999999999,
181.5,
114.50000000000001
],
[
124.5,
209.50000000000003,
174,
134
]
],
"categories": [
1,
1,
1
]
} | null | null | train | |
{
"bbox": [
[
121.75,
125.5,
138.5,
162
],
[
169.99999999999997,
53.249999999999986,
140,
107.50000000000001
],
[
288.5,
283.5,
88,
100
],
[
256.75,
165.25,
78.5,
215.5
]
],
"categories"... | null | null | train | |
{
"bbox": [
[
80.49999999999999,
87.74999999999999,
153,
116.5
],
[
5.250000000000004,
195,
171.5,
78
],
[
192.24999999999997,
147.25,
119.49999999999999,
117.5
]
],
"categories": [
1,
1,
1
]
} | null | null | train | |
{
"bbox": [
[
112,
73,
142,
134
],
[
285.25,
138.25,
126.49999999999999,
85.5
],
[
0,
260,
139,
97
],
[
0.4999999999999982,
210,
195,
92
],
[
184.5,
179.25,
125,
... | null | null | train | |
{
"bbox": [
[
0,
119,
188,
98
],
[
197.5,
111.75,
191,
78.5
],
[
277,
282,
125.99999999999999,
65
],
[
258.75,
332,
89.5,
84
],
[
130.00000000000003,
196.50000000000003,
... | null | null | train | |
{
"bbox": [
[
0,
136.75,
108.00000000000001,
83.5
],
[
120.49999999999999,
49.99999999999999,
168,
162
],
[
214.25,
161.5,
136.5,
95
],
[
5.7499999999999964,
231.75,
77.5,
36.5
],
[
... | null | null | train | |
{
"bbox": [
[
0,
105,
206,
97
],
[
75.50000000000001,
205.24999999999997,
181,
160.5
],
[
79.5,
305,
137,
111
],
[
226.99999999999997,
179.5,
189,
141
]
],
"categories": [
1,
1,
... | null | null | train | |
{
"bbox": [
[
0,
159,
231,
102
],
[
94.25,
92,
234.50000000000003,
90
],
[
245.50000000000003,
184.00000000000003,
140,
142
],
[
295.99999999999994,
84.5,
119.99999999999999,
90
]
],
"ca... | null | null | train | |
{
"bbox": [
[
69.75,
57.99999999999998,
188.5,
215.00000000000003
],
[
169.5,
214.5,
142,
135
],
[
166.75,
316.00000000000006,
166.5,
97
],
[
266.25000000000006,
0.24999999999998757,
98.5,
239.5... | null | null | train |
End of preview. Expand in Data Studio
Bgm Yolo Plant Disease Classification
This dataset provides real-world field images of beans, strawberries, and tomatoes, capturing plant disease symptoms under natural agricultural conditions. Acquired in RGB format during typical field operations, the collection offers a practical benchmark for developing object detection models in precision agriculture applications. The dataset contains 5,482 images with 12,224 bounding box annotations across 12 categories.
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
The original train/test/val split has been preserved in the split column.
Citation
@article{yu2025bgm,
title={BGM-YOLO: An accurate and efficient detector for detecting plant disease},
author={Yu, Chenghai and Xie, Junhao and Tony, Fernandes Jean Adrian},
journal={PLOS One},
volume={20},
pages={e0322750},
year={2025},
publisher={Public Library of Science}
}
The dataset itself can be cited as:
Xie, J. (2025). DIsease Dataset [Dataset]. figshare. https://doi.org/10.6084/M9.FIGSHARE.28612433.V1
This dataset was reformatted from its original format to match HuggingFace standards.
- Downloads last month
- 63