Datasets:
image imagewidth (px) 540 540 | objects dict | split stringclasses 3
values |
|---|---|---|
{
"bbox": [
[
79.00000000000001,
182,
342,
490
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
58,
45.00000000000001,
41,
41
],
[
120,
206.99999999999997,
305.00000000000006,
445
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
219.36,
211.87000000000003,
260.43,
405.11
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
130.85,
180.37999999999997,
297.87,
452.85
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
108.99999999999999,
251.00000000000003,
301.00000000000006,
370.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
144.99999999999997,
250.00000000000003,
377,
338
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
151.99999999999997,
149.00000000000003,
242.00000000000003,
484.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
127,
173.00000000000003,
262,
488
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
104,
184.99999999999997,
306,
487
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
122.99999999999999,
114.99999999999999,
380,
524
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
124,
88.99999999999996,
407.00000000000006,
553
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
153,
247,
275,
322
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
146.00000000000003,
128.99999999999997,
296,
517
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
193.00000000000003,
232.00000000000003,
249.00000000000003,
379
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
155.99999999999997,
210.00000000000006,
269,
452
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
217.99999999999997,
241.00000000000006,
269,
431
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
212,
186.00000000000003,
259,
466
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
163,
247,
299,
366
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
154,
255.00000000000006,
234,
317
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
177.00000000000003,
257.99999999999994,
223,
303
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
187.99999999999997,
236.99999999999994,
239,
303
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
149.00000000000003,
200,
263,
361
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
136.99999999999997,
238.00000000000003,
240.00000000000003,
319
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
118.00000000000001,
209.00000000000003,
316.00000000000006,
428
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
111.00000000000003,
172.99999999999997,
317,
427
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
151.99999999999997,
192.99999999999994,
255.00000000000003,
347
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
109.00000000000003,
230.00000000000003,
259,
335
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
92,
245.00000000000006,
251.00000000000003,
338
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
106,
212.00000000000006,
263,
359
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
111,
221,
263,
357
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
110.00000000000003,
237,
257,
336
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
155.99999999999997,
192,
217,
333
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
459,
515,
79.00000000000001,
97
],
[
10.000000000000014,
223.99999999999997,
386,
373.00000000000006
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
22.99999999999999,
212,
381,
373.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
430.00000000000006,
600,
108,
117
],
[
49.999999999999986,
205,
345.00000000000006,
362
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
31,
240.00000000000003,
328,
366
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
106,
235.99999999999997,
326,
344
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
165,
266,
233.00000000000003,
318.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
2.9999999999999893,
164.00000000000003,
435,
425
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
86.00000000000003,
271,
419,
367
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
72.00000000000001,
251.00000000000003,
362,
385
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
43.000000000000014,
246,
347,
394.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
62.999999999999986,
225,
389.00000000000006,
341
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
51.999999999999986,
270,
425.00000000000006,
319
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
135,
182,
104,
111
],
[
172.99999999999997,
192,
236,
413.00000000000006
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
81.00000000000001,
268,
168,
179
],
[
208,
288,
233.00000000000003,
282
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
91.99999999999999,
275,
359,
313
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
131,
231.00000000000003,
267,
375
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
124.99999999999999,
273.00000000000006,
209.00000000000003,
326
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
137.00000000000003,
281.00000000000006,
254,
316
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
198.00000000000003,
225,
251.00000000000003,
411
],
[
398,
286,
140,
211
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
204.00000000000003,
232.99999999999997,
315,
394.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
203,
229.00000000000006,
334.00000000000006,
366
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
68.00000000000001,
203.00000000000003,
428,
478
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
102.00000000000003,
249,
434,
394.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
99.00000000000004,
298,
434,
356
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
336,
156,
201,
250
],
[
200,
124,
143,
116.00000000000001
],
[
88,
262,
279,
403
]
],
"categories": [
0,
0,
0
]
} | train | |
{
"bbox": [
[
314,
104.00000000000001,
171,
251.00000000000003
],
[
129,
138.00000000000003,
125,
116.00000000000001
],
[
75.99999999999999,
237,
286,
379
]
],
"categories": [
0,
0,
0
]
} | train | |
{
"bbox": [
[
55.99999999999999,
229.00000000000003,
344,
425
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
82.99999999999999,
232.99999999999997,
356.00000000000006,
440.00000000000006
],
[
333,
163.00000000000003,
124,
109.00000000000001
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
120,
175.00000000000003,
264,
437.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
55.99999999999999,
178,
283.00000000000006,
446
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
174,
121.00000000000001,
142,
111
],
[
328,
144,
211.00000000000003,
248
],
[
88,
257,
288,
380
]
],
"categories": [
0,
0,
0
]
} | train | |
{
"bbox": [
[
6.999999999999995,
229.99999999999997,
389.00000000000006,
439.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
35.00000000000001,
239,
372,
426
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
126.99999999999999,
248.00000000000003,
264,
337
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
62.999999999999986,
336,
341,
313
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
62.999999999999986,
340.00000000000006,
360.00000000000006,
322
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
76.00000000000001,
239,
328,
426
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
95,
240,
316.00000000000006,
413.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
66.99999999999999,
148,
347,
463.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
27.99999999999998,
114.99999999999999,
352,
526
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
110.00000000000001,
94.00000000000003,
304,
498
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
131.99999999999997,
99.00000000000001,
298.00000000000006,
505.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
130.00000000000003,
92,
320,
543
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
136.99999999999997,
108.99999999999997,
382.00000000000006,
553
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
77,
97.99999999999997,
380,
480.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
71.99999999999999,
191,
338.00000000000006,
388
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
120.00000000000003,
271.00000000000006,
277,
288
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
117,
275.00000000000006,
297,
278
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
99.00000000000001,
262,
320,
262
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
150,
281,
248,
332
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
120.00000000000003,
257.99999999999994,
312.00000000000006,
259
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
105.99999999999997,
264,
334.00000000000006,
379
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
82,
244.99999999999997,
336,
372.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
202.00000000000003,
480.00000000000006,
73,
95
],
[
396.00000000000006,
505.00000000000006,
51,
96
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
228,
367,
62,
129
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
20,
120.00000000000001,
391,
563
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
6.000000000000009,
60.999999999999986,
402,
598
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
5.000000000000022,
198.00000000000003,
463,
448
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
85.00000000000001,
117.00000000000003,
440.00000000000006,
446
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
2.9999999999999893,
130.00000000000003,
316.00000000000006,
571
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
73.99999999999999,
209.99999999999997,
327.00000000000006,
436.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
140.00000000000003,
251.00000000000006,
317,
411
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
99.00000000000001,
269,
252,
398
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
158.99999999999997,
241.00000000000003,
222.00000000000003,
343
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
115,
159,
296,
442
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
131.00000000000003,
212,
282,
370.00000000000006
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
67.99999999999997,
74.99999999999997,
389.00000000000006,
584
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
85.00000000000001,
106.00000000000003,
362,
586
]
],
"categories": [
0
]
} | train |
End of preview. Expand in Data Studio
Grapevine Bunch Detection
This dataset provides real-world RGB images of grape bunches in vineyard fields located in Vairão, Portugal. Images were captured using a handheld smartphone in natural agricultural field conditions, offering diverse perspectives of grape clusters under typical vineyard environments. It serves as a practical resource for developing and evaluating object detection models in precision agriculture applications. The dataset contains 10,010 images with 11,672 bounding box annotations across 1 category.
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{pinheiro2023deep,
title={Deep Learning YOLO-Based Solution for Grape Bunch Detection and Assessment of Biophysical Lesions},
author={Pinheiro, Isabel and Moreira, Germano and Queirós da Silva, Daniel and Magalhães, Sandro and Valente, António and Moura Oliveira, Paulo and Cunha, Mário and Santos, Filipe},
journal={Agronomy},
volume={13},
pages={1120},
year={2023},
publisher={MDPI}
}
This dataset was reformatted from its original format to match HuggingFace standards.
- Downloads last month
- 64