Datasets:
Search is not available for this dataset
image imagewidth (px) 4.86k 5.47k | objects dict |
|---|---|
{
"bbox": [
[
710,
1343,
404,
350
],
[
11,
1247,
264,
325
],
[
2454,
1317,
386,
391
],
[
4055,
1414,
373,
330
]
],
"categories": [
0,
1,
1,
0
]
} | |
{
"bbox": [
[
2937,
3167,
178,
180
],
[
2969,
3361,
226,
183
],
[
2898,
744,
107,
146
],
[
2797,
901,
152,
157
],
[
2842,
415,
269,
240
]
],
"categories":... | |
{
"bbox": [
[
2195,
539,
161,
187
],
[
2346,
650,
214,
270
],
[
2541,
537,
196,
197
],
[
2384,
2717,
292,
276
],
[
2309,
3170,
233,
297
]
],
"categories":... | |
{
"bbox": [
[
3043,
122,
148,
153
],
[
3027,
12,
103,
98
],
[
3016,
1554,
102,
87
],
[
3169,
1656,
88,
77
],
[
3010,
1376,
236,
168
],
[
3010,
... | |
{
"bbox": [
[
2649,
623,
165,
179
],
[
2717,
2524,
134,
144
],
[
2742,
2646,
197,
257
]
],
"categories": [
1,
2,
2
]
} | |
{
"bbox": [
[
2226,
408,
236,
166
],
[
2312,
2406,
334,
367
]
],
"categories": [
0,
4
]
} | |
{
"bbox": [
[
2609,
419,
160,
164
],
[
2535,
591,
297,
234
],
[
2609,
2712,
160,
227
]
],
"categories": [
2,
2,
3
]
} | |
{
"bbox": [
[
2449,
1062,
169,
246
],
[
2278,
1152,
196,
231
],
[
2427,
2918,
156,
187
],
[
2348,
3098,
285,
254
]
],
"categories": [
0,
0,
2,
2
]
} | |
{
"bbox": [
[
1533,
2705,
239,
255
],
[
1587,
2459,
212,
253
],
[
1702,
2390,
176,
180
],
[
1573,
253,
273,
198
],
[
1637,
34,
196,
232
]
],
"categories":... | |
{
"bbox": [
[
1971,
3071,
198,
124
],
[
1844,
2727,
341,
241
],
[
1974,
276,
179,
219
],
[
1819,
496,
218,
266
]
],
"categories": [
0,
0,
3,
3
]
} | |
{
"bbox": [
[
2371,
1597,
145,
155
],
[
2314,
1317,
239,
235
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2626,
3204,
246,
264
],
[
2685,
3018,
161,
162
],
[
2663,
528,
168,
133
],
[
2595,
216,
230,
277
]
],
"categories": [
2,
2,
4,
4
]
} | |
{
"bbox": [
[
2221,
2759,
315,
295
],
[
2174,
3064,
337,
171
],
[
2237,
716,
228,
225
],
[
2292,
598,
144,
131
]
],
"categories": [
0,
0,
2,
2
]
} | |
{
"bbox": [
[
2156,
1880,
435,
569
]
],
"categories": [
0
]
} | |
{
"bbox": [
[
1824,
1347,
227,
185
],
[
1741,
1520,
326,
333
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2277,
1495,
329,
300
],
[
2236,
1743,
100,
122
],
[
2251,
2012,
182,
149
]
],
"categories": [
0,
0,
0
]
} | |
{
"bbox": [
[
2530,
1856,
202,
195
],
[
2541,
2045,
307,
261
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2680,
2265,
294,
333
],
[
2619,
2610,
283,
311
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2213,
1626,
343,
433
]
],
"categories": [
4
]
} | |
{
"bbox": [
[
2100,
293,
179,
185
],
[
2259,
157,
214,
237
],
[
2179,
2618,
266,
359
]
],
"categories": [
0,
0,
2
]
} | |
{
"bbox": [
[
2712,
608,
354,
203
],
[
2620,
311,
354,
296
],
[
2574,
3270,
360,
367
],
[
2746,
3120,
150,
154
]
],
"categories": [
4,
4,
2,
2
]
} | |
{
"bbox": [
[
2679,
757,
232,
254
],
[
3021,
964,
296,
235
],
[
1863,
1603,
1961,
1275
]
],
"categories": [
2,
2,
4
]
} | |
{
"bbox": [
[
2553,
2318,
446,
312
],
[
2705,
2106,
328,
255
]
],
"categories": [
0,
0
]
} | |
{
"bbox": [
[
2612,
1015,
491,
372
],
[
2709,
680,
384,
424
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2151,
1200,
408,
364
],
[
2255,
1535,
393,
357
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2152,
2039,
389,
459
],
[
2168,
2486,
350,
225
]
],
"categories": [
0,
0
]
} | |
{
"bbox": [
[
2084,
2446,
181,
163
],
[
1886,
2547,
484,
453
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
1924,
1611,
313,
374
],
[
1764,
1849,
239,
200
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2027,
1821,
325,
362
]
],
"categories": [
0
]
} | |
{
"bbox": [
[
1760,
486,
258,
395
],
[
1791,
2783,
137,
125
],
[
1666,
2897,
241,
307
]
],
"categories": [
4,
2,
2
]
} | |
{
"bbox": [
[
1864,
483,
291,
285
],
[
2176,
610,
135,
300
],
[
2151,
2968,
202,
203
],
[
1816,
3377,
224,
249
],
[
1859,
2748,
216,
275
],
[
1829,
... | |
{
"bbox": [
[
2673,
1974,
183,
187
],
[
2536,
2153,
286,
222
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2213,
947,
772,
463
],
[
2323,
2233,
1082,
843
],
[
1997,
2682,
757,
788
]
],
"categories": [
4,
3,
3
]
} | |
{
"bbox": [
[
2487,
2303,
333,
241
],
[
2675,
2096,
206,
224
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
1989,
2206,
256,
351
],
[
2099,
2072,
134,
160
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2743,
2666,
203,
189
],
[
2799,
2865,
174,
170
],
[
2869,
145,
293,
203
]
],
"categories": [
2,
2,
1
]
} | |
{
"bbox": [
[
3326,
2006,
290,
304
],
[
3501,
2301,
120,
160
],
[
3400,
2704,
182,
141
],
[
3515,
2481,
109,
162
]
],
"categories": [
0,
0,
0,
0
]
} | |
{
"bbox": [
[
3220,
2311,
293,
254
],
[
3238,
2556,
387,
286
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
3167,
2274,
144,
152
],
[
3148,
2440,
254,
257
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2495,
2186,
144,
160
],
[
2506,
1847,
273,
237
]
],
"categories": [
0,
0
]
} | |
{
"bbox": [
[
2046,
2573,
219,
151
],
[
2419,
2722,
195,
158
],
[
2202,
3194,
151,
149
],
[
2321,
3095,
154,
139
],
[
2298,
2397,
199,
163
],
[
2351... | |
{
"bbox": [
[
2061,
1972,
383,
252
],
[
2074,
1647,
384,
284
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
1697,
2456,
256,
186
],
[
1816,
2278,
118,
148
],
[
1771,
2,
287,
174
]
],
"categories": [
2,
2,
4
]
} | |
{
"bbox": [
[
1998,
1939,
1127,
905
],
[
2436,
791,
663,
630
],
[
1899,
737,
708,
562
],
[
2175,
4,
581,
335
]
],
"categories": [
3,
0,
0,
0
]
} | |
{
"bbox": [
[
1431,
1801,
387,
329
],
[
1479,
2119,
367,
291
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2484,
1755,
365,
333
],
[
2508,
2077,
343,
242
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2399,
1624,
380,
318
],
[
2372,
1914,
397,
243
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2587,
2286,
287,
269
],
[
2621,
2592,
216,
183
],
[
2888,
2378,
155,
122
]
],
"categories": [
0,
0,
0
]
} | |
{
"bbox": [
[
2453,
2100,
330,
312
],
[
2531,
2440,
288,
253
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2021,
2262,
431,
247
],
[
2212,
1733,
422,
543
]
],
"categories": [
0,
0
]
} | |
{
"bbox": [
[
2964,
2326,
301,
272
],
[
2676,
2591,
615,
561
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2024,
1873,
246,
231
],
[
1881,
2101,
438,
301
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2279,
1632,
494,
533
]
],
"categories": [
0
]
} | |
{
"bbox": [
[
2397,
1409,
414,
396
],
[
2587,
1797,
347,
374
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
3116,
1057,
190,
195
],
[
3102,
860,
132,
170
],
[
3304,
2495,
449,
575
]
],
"categories": [
2,
2,
1
]
} | |
{
"bbox": [
[
2986,
1795,
429,
481
],
[
2892,
2302,
580,
623
],
[
2530,
2056,
469,
297
]
],
"categories": [
4,
4,
4
]
} | |
{
"bbox": [
[
2333,
2456,
256,
271
],
[
2771,
2243,
194,
198
],
[
2596,
2672,
356,
387
],
[
2774,
2478,
243,
225
],
[
2495,
2295,
238,
236
]
],
"categorie... | |
{
"bbox": [
[
2928,
1861,
527,
386
]
],
"categories": [
0
]
} | |
{
"bbox": [
[
2402,
1735,
250,
265
],
[
2192,
2056,
460,
320
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
3018,
1253,
236,
272
],
[
2825,
1389,
240,
385
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2324,
1834,
343,
326
],
[
2303,
2387,
160,
201
]
],
"categories": [
0,
0
]
} | |
{
"bbox": [
[
2253,
1548,
348,
337
],
[
2293,
1801,
483,
366
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2471,
2171,
666,
626
]
],
"categories": [
4
]
} | |
{
"bbox": [
[
2244,
2093,
298,
275
],
[
2301,
1715,
228,
288
],
[
2454,
1634,
255,
296
]
],
"categories": [
0,
0,
0
]
} | |
{
"bbox": [
[
2386,
2412,
334,
345
],
[
2861,
2633,
218,
215
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2240,
1792,
823,
738
],
[
2051,
3249,
1021,
382
]
],
"categories": [
0,
0
]
} | |
{
"bbox": [
[
2786,
2334,
187,
173
],
[
2760,
2497,
247,
274
],
[
2741,
26,
192,
214
],
[
2914,
405,
243,
188
],
[
2911,
274,
294,
161
]
],
"categories": ... | |
{
"bbox": [
[
3131,
2383,
118,
119
],
[
3007,
2027,
300,
217
],
[
3059,
1920,
164,
149
],
[
3158,
3,
221,
263
]
],
"categories": [
0,
0,
0,
2
]
} | |
{
"bbox": [
[
2916,
255,
125,
106
],
[
2703,
2542,
391,
590
],
[
3016,
2452,
496,
591
]
],
"categories": [
2,
4,
4
]
} | |
{
"bbox": [
[
2266,
1,
404,
229
],
[
2757,
5,
96,
71
],
[
2878,
1093,
268,
272
],
[
2994,
2374,
621,
443
],
[
2512,
2433,
549,
567
]
],
"categories": [
... | |
{
"bbox": [
[
2849,
652,
409,
527
],
[
2343,
699,
512,
539
],
[
2731,
2011,
748,
764
],
[
3341,
3391,
252,
206
]
],
"categories": [
0,
0,
0,
2
]
} | |
{
"bbox": [
[
2126,
2775,
312,
513
],
[
2487,
2665,
801,
664
],
[
1959,
1198,
967,
450
]
],
"categories": [
0,
0,
1
]
} | |
{
"bbox": [
[
1891,
1613,
361,
331
],
[
2202,
1475,
515,
398
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
3215,
2151,
381,
283
],
[
3578,
2051,
368,
396
],
[
3696,
285,
473,
637
],
[
2769,
290,
1030,
1097
]
],
"categories": [
3,
3,
1,
1
]
} | |
{
"bbox": [
[
2625,
1109,
459,
627
],
[
2089,
1331,
652,
698
],
[
2376,
2833,
663,
725
],
[
2952,
2733,
510,
755
]
],
"categories": [
4,
4,
0,
0
]
} | |
{
"bbox": [
[
2407,
33,
979,
684
],
[
2829,
2746,
437,
520
],
[
3306,
2833,
327,
539
],
[
3056,
1426,
384,
290
],
[
2761,
1625,
385,
317
]
],
"categories"... | |
{
"bbox": [
[
2730,
1525,
506,
466
],
[
2828,
1967,
512,
392
],
[
3012,
2930,
590,
361
],
[
3002,
3263,
559,
290
],
[
2612,
323,
949,
940
]
],
"categories... | |
{
"bbox": [
[
1847,
1358,
315,
265
],
[
2297,
1199,
396,
218
]
],
"categories": [
3,
3
]
} | |
{
"bbox": [
[
2054,
1781,
409,
410
],
[
2473,
1586,
305,
472
],
[
1996,
564,
389,
432
],
[
2363,
527,
386,
339
],
[
756,
500,
226,
197
]
],
"categories": ... | |
{
"bbox": [
[
2671,
1921,
142,
182
]
],
"categories": [
2
]
} | |
{
"bbox": [
[
2195,
2413,
372,
370
],
[
2546,
2393,
335,
285
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
1656,
683,
390,
368
],
[
2016,
509,
428,
596
],
[
1956,
2634,
873,
542
]
],
"categories": [
4,
4,
0
]
} | |
{
"bbox": [
[
2269,
1248,
346,
446
],
[
1857,
1137,
428,
575
],
[
1916,
2676,
378,
533
],
[
2296,
2582,
453,
617
]
],
"categories": [
0,
0,
1,
1
]
} | |
{
"bbox": [
[
2705,
1442,
154,
165
],
[
2905,
1481,
225,
216
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2025,
1955,
527,
538
],
[
2507,
2026,
446,
553
]
],
"categories": [
3,
3
]
} | |
{
"bbox": [
[
2613,
1853,
205,
166
],
[
2790,
1736,
166,
138
],
[
2664,
514,
360,
465
],
[
2314,
218,
439,
460
]
],
"categories": [
2,
2,
1,
1
]
} | |
{
"bbox": [
[
2023,
2573,
176,
178
],
[
2263,
792,
143,
192
]
],
"categories": [
4,
2
]
} | |
{
"bbox": [
[
2195,
3166,
104,
109
],
[
2164,
3260,
152,
122
],
[
2277,
1506,
65,
83
]
],
"categories": [
2,
2,
0
]
} | |
{
"bbox": [
[
2270,
956,
212,
160
],
[
2300,
1113,
183,
158
],
[
2305,
2680,
66,
69
],
[
2203,
2764,
164,
127
]
],
"categories": [
4,
4,
2,
2
]
} | |
{
"bbox": [
[
2112,
198,
333,
393
],
[
2349,
8,
490,
504
],
[
2256,
2508,
307,
325
],
[
2591,
2474,
371,
356
]
],
"categories": [
3,
3,
4,
4
]
} | |
{
"bbox": [
[
2699,
773,
117,
122
],
[
2518,
890,
298,
254
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2186,
962,
268,
314
],
[
2142,
1243,
277,
247
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
1917,
2283,
329,
291
],
[
2048,
2079,
146,
236
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
2963,
515,
79,
90
],
[
2864,
598,
183,
209
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2230,
867,
297,
164
],
[
2167,
1092,
104,
123
],
[
2557,
2990,
235,
295
]
],
"categories": [
1,
1,
4
]
} | |
{
"bbox": [
[
3500,
1608,
207,
198
],
[
3333,
1783,
254,
284
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
3410,
1696,
182,
177
]
],
"categories": [
0
]
} | |
{
"bbox": [
[
3457,
1487,
350,
234
],
[
3552,
1274,
312,
245
]
],
"categories": [
4,
4
]
} | |
{
"bbox": [
[
3071,
2099,
145,
160
],
[
3030,
1876,
210,
205
]
],
"categories": [
2,
2
]
} | |
{
"bbox": [
[
2592,
2090,
205,
217
],
[
2486,
1690,
395,
284
]
],
"categories": [
4,
4
]
} |
End of preview. Expand in Data Studio
ImageWeeds Aerial Weed Detection
A dataset for object detection of weeds within crop fields. The dataset contains 551 images with 2,388 bounding box annotations across 5 categories.
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@article{rai2023multi,
title={Multi-format open-source weed image dataset for real-time weed identification in precision agriculture},
author={Rai, Nitin and Mahecha, Maria Villamil and Christensen, Annika and Quanbeck, Jamison and Zhang, Yu and Howatt, Kirk and Ostlie, Michael and Sun, Xin},
journal={Data in Brief},
volume={51},
pages={109691},
year={2023},
publisher={Elsevier}
}
Rai, Nitin; Villamil Mahecha, Maria; Christensen, Annika; Quanbeck, Jamison; Howatt, Kirk; Ostlie, Michael; Zhang, Yu; Sun, Xin (2023), “ImageWeeds: An Image dataset consisting of weeds in multiple formats to advance computer vision algorithms for real-time weed identification and spot spraying application”, Mendeley Data, V2, doi: 10.17632/8kjcztbjz2.2
This dataset was reformatted from its original format to match HuggingFace standards.
- Downloads last month
- -