Datasets:
image imagewidth (px) 4.08k 4.16k | objects dict | split stringclasses 2
values |
|---|---|---|
{
"bbox": [
[
888.9743589743589,
565.1282051282053,
219.43685597891204,
283.46992571291617
],
[
835.1282051282052,
1262.5641025641025,
382.0512820512821,
92.30769230769238
],
[
1955.6410256410259,
706.1538461538462,
74.3589743589741... | train | |
{
"bbox": [
[
1686.0408518035636,
1348.9178617992177,
87.1794871794873,
215.38461538461524
],
[
1624.3396226415095,
795.8490566037735,
117.19883889695211,
66.71504596032912
],
[
3221.025641025641,
18.974358974359063,
87.179487179487... | train | |
{
"bbox": [
[
3401.794871794872,
1421.5384615384614,
248.71794871794873,
302.56410256410254
],
[
1722.3076923076924,
1590.769230769231,
207.69230769230785,
128.20512820512795
],
[
2176.153846153846,
336.923076923077,
138.46153846153... | train | |
{
"bbox": [
[
1588.9743589743591,
357.43589743589746,
274.35897435897436,
146.1538461538462
],
[
971.0256410256411,
21.538461538461632,
169.23076923076928,
294.8717948717948
],
[
383.8461538461539,
1167.6923076923076,
171.7948717948... | train | |
{
"bbox": [
[
2245.769230769231,
825.9294871794872,
599.230769230769,
179.07051282051282
],
[
2255.97027972028,
941.1917249417247,
417.7797202797201,
262.5582750582753
],
[
2403.863636363636,
620.7808857808856,
127.84090909090992,
... | train | |
{
"bbox": [
[
1088.9743589743591,
1277.948717948718,
112.82051282051293,
151.28205128205127
],
[
1268.4615384615386,
1721.5384615384617,
53.84615384615381,
53.84615384615381
],
[
1025.3846153846152,
0,
600.769230769231,
210.76... | train | |
{
"bbox": [
[
1242.820512820513,
1003.5897435897435,
253.8461538461538,
161.53846153846155
],
[
2501.794871794872,
1511.2820512820513,
117.94871794871779,
161.53846153846143
],
[
2463.3333333333335,
626.6666666666667,
125.6410256410... | train | |
{
"bbox": [
[
1460.769230769231,
565.1282051282052,
128.20512820512818,
105.12820512820508
],
[
935.1282051282052,
1513.8461538461538,
194.87179487179503,
151.28205128205127
],
[
2899.2307692307695,
1336.9230769230771,
125.641025641... | train | |
{
"bbox": [
[
1964.6153846153848,
752.3076923076924,
89.74358974358984,
112.82051282051282
],
[
2696.2162162162163,
1499.099099099099,
153.1531531531532,
158.5585585585584
],
[
2633.846153846154,
1721.5384615384614,
48.7179487179487... | train | |
{
"bbox": [
[
1582.5641025641028,
1413.8461538461538,
338.46153846153834,
125.64102564102586
],
[
1813.3333333333335,
1134.3589743589746,
97.43589743589746,
71.7948717948716
],
[
2274.871794871795,
1701.025641025641,
84.615384615384... | train | |
{
"bbox": [
[
2782.9914529914536,
1201.025641025641,
230.89743589743557,
329.52991452991455
],
[
1750.5128205128208,
1283.0769230769233,
76.9230769230769,
89.74358974358938
],
[
2240.2564102564106,
308.7179487179488,
76.923076923076... | train | |
{
"bbox": [
[
2437.692307692308,
916.4102564102564,
433.33333333333303,
251.2820512820515
],
[
2296.666666666667,
1144.6153846153845,
479.4871794871792,
751.2820512820515
],
[
2760.769230769231,
1344.6153846153848,
258.9743589743589... | train | |
{
"bbox": [
[
1071.025641025641,
695.8974358974359,
110.25641025641039,
79.48717948717956
],
[
1391.5384615384617,
649.7435897435898,
146.1538461538462,
138.46153846153845
],
[
1758.2051282051284,
472.82051282051293,
43.589743589743... | train | |
{
"bbox": [
[
2194.1025641025644,
529.2307692307693,
189.74358974358938,
128.20512820512818
],
[
1819.7435897435898,
708.7179487179487,
89.74358974358984,
115.38461538461547
],
[
2814.6153846153848,
1162.5641025641025,
107.692307692... | train | |
{
"bbox": [
[
1053.0769230769233,
1518.9743589743591,
143.58974358974342,
66.66666666666652
],
[
1599.2307692307693,
801.0256410256411,
146.1538461538462,
84.61538461538453
]
],
"categories": [
1,
3
]
} | train | |
{
"bbox": [
[
1327.4358974358977,
463.52564102564105,
76.9230769230769,
64.10256410256414
],
[
1224.8717948717951,
429.71153846153845,
58.97435897435889,
51.28205128205127
],
[
681.7628205128207,
1783.076923076923,
71.79487179487182... | train | |
{
"bbox": [
[
719.7435897435898,
383.0769230769232,
61.53846153846155,
89.74358974358972
],
[
1440.2564102564104,
62.564102564102654,
61.53846153846166,
158.97435897435895
],
[
1506.9230769230771,
103.58974358974368,
84.615384615384... | train | |
{
"bbox": [
[
1081.2820512820515,
1093.3333333333335,
204.05775454319132,
330.7443365695792
],
[
1437.6923076923078,
1749.7435897435898,
151.28205128205127,
123.07692307692287
],
[
1530.0000000000002,
1267.6923076923076,
71.79487179... | train | |
{
"bbox": [
[
937.6923076923077,
739.4871794871796,
120.51282051282067,
169.23076923076928
],
[
1073.5897435897439,
680.5128205128206,
61.53846153846143,
79.48717948717956
],
[
1099.2307692307695,
901.025641025641,
143.5897435897434... | train | |
{
"bbox": [
[
2399.2307692307695,
342.05128205128216,
166.66666666666652,
210.25641025641022
],
[
1586.4102564102566,
116.41025641025652,
58.034188034187764,
264.88603988603995
],
[
2088.9743589743593,
1693.3333333333335,
79.4871794... | train | |
{
"bbox": [
[
2423.525641025641,
1754.871794871795,
137.7243589743589,
164.12820512820508
],
[
3883.291236127057,
721.0409491006507,
64.10256410256443,
110.25641025641016
],
[
880,
1234,
142.3589743589746,
104.92307692307713
... | train | |
{
"bbox": [
[
1453.0769230769233,
1462.5641025641025,
138.46153846153834,
171.79487179487182
],
[
1778.717948717949,
1113.8461538461538,
235.8974358974358,
158.97435897435912
],
[
2675,
881.9444444444445,
19.444444444444343,
1... | train | |
{
"bbox": [
[
2806.923076923077,
424.1025641025642,
69.23076923076906,
87.17948717948718
],
[
1514.6153846153848,
1129.2307692307693,
166.66666666666674,
141.0256410256411
],
[
1132.5641025641028,
1649.7435897435898,
84.615384615384... | train | |
{
"bbox": [
[
915.8974358974359,
1534.3589743589741,
560.2564102564105,
276.92307692307713
],
[
1762.051282051282,
1544.6153846153848,
139.74358974359006,
371.7948717948716
],
[
1664.6153846153848,
770.2564102564104,
105.12820512820... | train | |
{
"bbox": [
[
1792.820512820513,
601.0256410256411,
215.38461538461547,
128.20512820512818
],
[
1506.9230769230771,
452.20085470085473,
286.13247863247875,
375.5769230769231
],
[
2023.5897435897436,
426.66666666666674,
302.564102564... | train | |
{
"bbox": [
[
1100.7692307692312,
234.35897435897442,
205.38461538461502,
404.10256410256403
],
[
934.6153846153848,
509.2307692307694,
208.46153846153834,
509.23076923076906
],
[
751.3675213675214,
528.803418803419,
135.57692307692... | train | |
{
"bbox": [
[
2671.025641025641,
1254.871794871795,
151.28205128205127,
138.46153846153857
],
[
2671.025641025641,
1254.871794871795,
148.71794871794873,
141.0256410256411
],
[
2958.2051282051284,
1547.1794871794873,
117.94871794871... | train | |
{
"bbox": [
[
1426.4285714285713,
774.9999999999999,
256.90476190476215,
648.0000000000001
],
[
2481.428571428571,
422.85714285714283,
167.14285714285734,
128.5714285714285
],
[
673.015873015873,
37.84126984126989,
205.3174603174603... | train | |
{
"bbox": [
[
907.3626373626373,
1351.5201465201465,
120.51282051282055,
100
],
[
908.868258178603,
1523.3510167992924,
65.26967285587978,
42.68346595932826
],
[
1126.1538461538462,
1665.128205128205,
94.87179487179492,
84.615... | valid | |
{
"bbox": [
[
1756.4102564102566,
391.45299145299145,
51.794871794871824,
73.67521367521374
],
[
1856.4102564102566,
329.0598290598291,
90.8205128205127,
67.40170940170941
]
],
"categories": [
0,
0
]
} | valid | |
{
"bbox": [
[
887.6923076923077,
1829.230769230769,
137.2941176470589,
89.76923076923094
],
[
1113.3333333333335,
1624.102564102564,
51.28205128205127,
76.92307692307713
],
[
1880.0000000000002,
1101.025641025641,
51.28205128205127,... | valid | |
{
"bbox": [
[
2251.794871794872,
129.23076923076934,
79.48717948717922,
120.5128205128205
],
[
346.15384615384625,
1332.974358974359,
112.82051282051282,
82.05128205128221
],
[
1938.9743589743591,
1165.128205128205,
58.9743589743588... | valid | |
{
"bbox": [
[
2288.974358974359,
1189.8076923076924,
214.98397435897414,
170.19230769230762
],
[
2160.9294871794873,
832.1153846153846,
313.8621794871792,
357.0512820512821
],
[
723.5897435897436,
1339.4871794871797,
148.71794871794... | valid | |
{
"bbox": [
[
2225.518770790432,
637.1693331221289,
80.32868683668676,
87.2374465388881
],
[
2077.5700934579436,
584.1121495327102,
55.14018691588808,
78.50467289719631
],
[
1977.5700934579438,
483.1775700934579,
59.813084112149454,... | valid | |
{
"bbox": [
[
2338.974358974359,
960.0000000000001,
97.43589743589746,
41.02564102564088
],
[
2885.128205128205,
1113.8461538461538,
71.79487179487205,
71.79487179487205
],
[
3641.5384615384614,
977.9487179487179,
148.71794871794873... | valid | |
{
"bbox": [
[
1136.4102564102566,
1026.6666666666665,
156.41025641025635,
179.48717948717967
],
[
656.923076923077,
1131.794871794872,
220.51282051282044,
205.12820512820508
],
[
818.4615384615385,
1518.974358974359,
125.64102564102... | valid |
Mango Disease Detection Rgb
This dataset provides real-world aerial imagery of mango orchards in field conditions across Tamil Nadu, India, captured using UAV-mounted multispectral and RGB cameras. It focuses on detecting mango leaf diseases under natural agricultural environments for object detection research. The dataset contains 36 images with 493 bounding box annotations across 4 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{karthik2026uav,
title={UAV-based RGB and multispectral mango leaf disease detection with benchmarking of YOLOv5 to YOLOv10 and SeqOpt-optimised YOLOv8 for real-time edge deployment},
author={Karthik, R. P. and Murugesan, G. and Ballaji, Hattan Khaled and Anitha, J.},
journal={PLOS One},
volume={21},
pages={e0349855},
year={2026},
publisher={Public Library of Science}
}
The dataset itself can be cited as:
R P, K. (2026). Mango Orchard UAV Image Dataset (RGB and Multispectral OCN) [Dataset]. Zenodo. https://doi.org/10.5281/ZENODO.18424647
This dataset was reformatted from its original format to match HuggingFace standards.
- Downloads last month
- 39