Datasets:
image imagewidth (px) 768 768 | objects dict | split stringclasses 2
values |
|---|---|---|
{
"bbox": [
[
232.00012800000002,
168.999552,
8.000256,
10.000128
],
[
0.00038400000000038403,
438.99993599999993,
13.999872,
15.999744
],
[
2.0002560000000003,
172.000128,
11.000064,
14.999808
],
[
271.999872,
... | train | |
{
"bbox": [
[
726,
616.000128,
9.000192,
8.000256
],
[
675.000192,
199.99987199999998,
13.999872,
11.000064
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
164.999808,
272.99980800000003,
8.000256,
7.00032
],
[
704.999808,
105.99974399999999,
8.000256,
8.000256
],
[
45.99974399999999,
608.999808,
9.000192,
10.000128
],
[
678.999936,
247.999871999... | train | |
{
"bbox": [
[
320.999808,
362.00025600000004,
13.999872,
14.999808
],
[
2.0002560000000007,
174,
13.999872,
13.999872
],
[
457.00032,
487.999872,
14.999808,
13.999872
],
[
231.00019200000003,
387.000192,
... | train | |
{
"bbox": [
[
641.000064,
124.00012799999999,
12,
12.999936000000002
],
[
234,
414,
16.999679999999998,
16.999679999999998
],
[
518.999808,
677.000064,
19.000320000000002,
16.999679999999998
],
[
76.000128,
... | train | |
{
"bbox": [
[
413.220096,
321.22022400000003,
19.000320000000002,
16.999679999999998
],
[
511.20000000000005,
482.100096,
20.000256,
12
],
[
393.669888,
320.740224,
19.000320000000002,
16.999679999999998
],
[
229... | train | |
{
"bbox": [
[
79.999872,
63.000192,
12.999936000000002,
12
],
[
280.000128,
0,
12.999936000000002,
5.9996160000000005
],
[
271.999872,
733.00032,
14.999808,
13.999872
]
],
"categories": [
0,
0,
0
]
} | train | |
{
"bbox": [
[
585.999744,
355.999872,
11.000064,
12.999936000000002
],
[
197.999616,
735.999744,
21.000192,
18.000384
],
[
265.00032,
605.000064,
12.999936000000002,
15.999744
],
[
256.000128,
408.999936000... | train | |
{
"bbox": [
[
510,
627.000192,
14.999808,
12.999936000000002
],
[
164.999808,
125.00006400000001,
12.999936000000002,
11.000064
],
[
584.999808,
69.99974399999999,
11.000064,
8.000256
],
[
533.999616,
317.0... | train | |
{
"bbox": [
[
410.00025600000004,
139.99987199999998,
12,
14.999808
],
[
741.999744,
190.99968,
12.999936000000002,
11.000064
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
634.99968,
81.999744,
12,
11.000064
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
92.999808,
46.99968,
12.999936000000002,
12
],
[
725.0000640000001,
546,
12.999936000000002,
12
],
[
648.999552,
329.00006399999995,
10.000128,
12.999936000000002
]
],
"categories": [
0,
0,
0
... | train | |
{
"bbox": [
[
357.000192,
78.999552,
22.000128,
20.000256
],
[
164.999808,
594.999936,
16.999679999999998,
12.999936000000002
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [
[
531.000192,
618,
13.999872,
14.999808
]
],
"categories": [
0
]
} | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [
[
362.550144,
496.07040000000006,
7.450367999999999,
17.029632
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
724.0001279999999,
197.000064,
9.000192,
10.000128
],
[
173.000064,
337.999488,
8.000256,
7.00032
],
[
14.000256000000002,
29.000064000000002,
8.000256,
7.00032
]
],
"categories": [
0,
0,
0
... | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [
[
2.999808,
152.000256,
26.999808,
21.000192
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
71.999616,
498.99993600000005,
11.000064,
10.000128
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
743.999616,
250.99968,
9.000192,
10.000128
],
[
719.9996160000001,
65.00006400000001,
12,
10.000128
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
348.029952,
408.14016,
15.869951999999998,
22.460160000000002
],
[
2.0002559999999994,
577.0003200000001,
9.000192,
12.999936000000002
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
584.999808,
683.999616,
12.999936000000002,
11.000064
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
554.000256,
162.99993600000002,
12.999936000000002,
11.000064
],
[
462.920064,
666.0499199999999,
12.999936000000002,
11.000064
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [
[
666,
179.000448,
12.999936000000002,
13.999872
],
[
61.00032,
197.000064,
15.999744,
14.999808
],
[
471.000192,
759.000192,
14.999808,
9.000192
]
],
"categories": [
0,
0,
0
]
} | train | |
{
"bbox": [
[
499.99987200000004,
487.99987200000004,
7.00032,
7.00032
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
80.999808,
77.00006400000001,
12.999936000000002,
12
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
320.99980800000003,
736.000128,
11.000064,
10.000128
],
[
541.00032,
553.00032,
10.000128,
11.000064
],
[
295.999872,
206.000256,
12.999936000000002,
10.000128
]
],
"categories": [
0,
0,
0
]... | train | |
{
"bbox": [
[
77.00006400000001,
126.99993599999999,
12,
12.999936000000002
],
[
377.00006399999995,
136.00012800000002,
12,
10.000128
],
[
680.999808,
557.000064,
8.000256,
7.00032
]
],
"categories": [
0,
0,
... | train | |
{
"bbox": [
[
388.00012799999996,
426,
11.000064,
11.000064
],
[
34.99968,
88.00012799999999,
9.000192,
8.000256
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
586.99968,
730.99968,
9.000192,
10.000128
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
665.000064,
724.0001279999999,
14.999808,
11.000064
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
725.999616,
484.00012799999996,
21.000192,
16.999679999999998
],
[
372,
60.000384,
23.000064,
16.999679999999998
],
[
524.999808,
742.9996799999999,
10.000128,
11.000064
],
[
343.999872,
51.00... | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [
[
545.0000640000001,
655.999872,
12.999936000000002,
9.000192
],
[
416.99980800000003,
151.99987199999998,
12.999936000000002,
12.999936000000002
],
[
356.99980800000003,
442.99968,
10.000128,
9.000192
],
[... | train | |
{
"bbox": [
[
129.999744,
182.000256,
12,
12
],
[
125.00006400000001,
248.99980800000003,
13.999872,
11.000064
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
330,
13.000320000000002,
14.999808,
14.999808
],
[
306,
375.000192,
12,
11.000064
],
[
575.9996160000001,
129.99974400000002,
10.000128,
11.000064
],
[
66,
503.99961600000006,
12.9999360... | train | |
{
"bbox": [
[
204.000384,
377.99999999999994,
15.999744,
12.999936000000002
],
[
465.000192,
510.99993600000005,
19.000320000000002,
13.999872
],
[
682.8,
445.39968,
7.120127999999999,
11.000064
],
[
270.99993600... | train | |
{
"bbox": [
[
48,
196.99968,
19.000320000000002,
19.000320000000002
],
[
214.99967999999996,
483.000192,
9.000192,
8.000256
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
660.000384,
169.00032000000002,
14.999808,
13.999872
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
185.999616,
434.99980800000003,
19.000320000000002,
20.000256
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
589.999872,
650.000256,
18.000384,
13.999872
],
[
677.759616,
512.090112,
17.640192,
12.009984
],
[
548.999808,
619.9998720000001,
12,
10.000128
],
[
231.00019199999997,
555.000192,
13.9... | train | |
{
"bbox": [
[
627.000192,
454.9996799999999,
15.999744,
11.000064
],
[
168.999552,
332.99980800000003,
10.000128,
11.000064
],
[
344.999808,
354,
16.999679999999998,
15.999744
],
[
186,
75.000192,
10.... | train | |
{
"bbox": [
[
113.00006399999998,
91.999872,
12.999936000000002,
10.000128
],
[
552.999552,
380.99980800000003,
9.000192,
8.000256
],
[
0,
21.999744,
8.000256,
12
],
[
503.99961600000006,
551.999616,
... | train | |
{
"bbox": [
[
574.99968,
379.999872,
12,
12.999936000000002
],
[
599.9996160000001,
211.99987199999998,
10.000128,
11.000064
],
[
424.00012799999996,
246,
13.999872,
9.000192
],
[
398.00025600000004,
697.00... | train | |
{
"bbox": [
[
61.00032,
225.999744,
10.000128,
9.000192
],
[
167.999616,
693.999744,
10.000128,
10.000128
],
[
376.000128,
85.00032,
9.000192,
10.000128
],
[
511.999872,
285.99974399999996,
11.000064,... | train | |
{
"bbox": [
[
613.00032,
680.999808,
11.000064,
10.000128
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
630,
570.999936,
12,
10.000128
]
],
"categories": [
0
]
} | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [
[
246.999936,
81.999744,
13.999872,
13.999872
],
[
692.999424,
0,
18.000384,
11.000064
],
[
212.99980799999997,
405.99974399999996,
16.999679999999998,
14.999808
]
],
"categories": [
0,
0,
0
]... | train | |
{
"bbox": [
[
287.000064,
727.999872,
18.000384,
15.999744
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
137.999616,
202.00051200000001,
22.000128,
16.999679999999998
],
[
31.999872000000003,
334.99968,
11.000064,
10.000128
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
138,
83.999616,
11.000064,
9.000192
],
[
159.000192,
88.000128,
15.999744,
13.999872
],
[
140.999808,
82.99968,
16.999679999999998,
12.999936000000002
],
[
217.99987199999998,
121.999872000000... | train | |
{
"bbox": [
[
571.999872,
112.000128,
9.000192,
7.00032
],
[
205.00032,
723.000192,
12.999936000000002,
9.000192
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
27.000192,
399.000192,
10.000128,
10.000128
],
[
270.19968000000006,
674.600064,
10.000128,
11.000064
],
[
67.999872,
110.00025600000001,
10.000128,
10.000128
],
[
369.99974399999996,
594.9999... | train | |
{
"bbox": [
[
655.9998720000001,
695.999616,
12,
11.000064
],
[
62.00025599999999,
181.00032000000002,
10.000128,
11.000064
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
378.999936,
510.99993600000005,
12.999936000000002,
12
],
[
280.99968,
607.00032,
22.000128,
23.000064
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
302.00025600000004,
421.00032,
11.000064,
12
]
],
"categories": [
0
]
} | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [
[
531.000192,
454.99968,
11.000064,
10.000128
],
[
627.000192,
376.000128,
9.000192,
9.000192
],
[
234.999936,
51.000192000000006,
16.999679999999998,
14.999808
]
],
"categories": [
0,
0,
0
]
... | train | |
{
"bbox": [
[
330,
676.000128,
12,
12.999936000000002
],
[
177.999744,
32.999808,
14.999808,
13.999872
],
[
439.999872,
549.999744,
13.999872,
14.999808
],
[
653.620224,
534.989952,
12.579839999999999... | train | |
{
"bbox": [
[
594.999936,
387.00019199999997,
14.999808,
13.999872
],
[
510,
543.000192,
14.999808,
11.000064
],
[
451.999872,
102,
13.999872,
12
]
],
"categories": [
0,
0,
0
]
} | train | |
{
"bbox": [
[
217.99987199999998,
27.000192,
18.000384,
13.999872
],
[
431.99961600000006,
196.00012800000002,
10.000128,
11.000064
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
663.999744,
233.000064,
19.000320000000002,
15.999744
],
[
728.999808,
99.000192,
13.999872,
13.999872
],
[
483.99974399999996,
273.00019199999997,
23.000064,
25.999872000000003
],
[
126.00038400000... | train | |
{
"bbox": [
[
13.999488000000001,
539.000064,
31.00032,
24
],
[
385.999488,
54.999936,
7.00032,
7.00032
],
[
713.9996160000001,
170.999808,
20.000256,
22.000128
],
[
117.000192,
244.99968,
27.999744,
... | train | |
{
"bbox": [
[
204,
22.000128000000004,
19.000320000000002,
20.000256
],
[
415.999488,
549.999744,
18.000384,
13.999872
],
[
662.999808,
74.999808,
18.000384,
19.000320000000002
],
[
684.9999359999999,
87.99... | train | |
{
"bbox": [
[
605.9996160000001,
708,
20.000256,
21.000192
],
[
603.999744,
350.99980800000003,
21.000192,
19.000320000000002
],
[
252.999552,
599.000064,
32.000256,
24
],
[
175.99948799999999,
734.999808,
... | train | |
{
"bbox": [
[
738,
700.0001279999999,
11.000064,
13.999872
],
[
170.000256,
0,
13.999872,
5.9996160000000005
],
[
144,
516.999936,
5.9996160000000005,
5.9996160000000005
],
[
440.00025600000004,
209.999616,... | train | |
{
"bbox": [
[
107.000448,
687.000192,
15.999744,
15.999744
],
[
751.9998720000001,
234,
12,
12.999936000000002
],
[
136.00012800000002,
542.000256,
12,
9.000192
],
[
718.0001279999999,
450,
21.000192,... | train | |
{
"bbox": [
[
366.999936,
434.00025600000004,
12.999936000000002,
13.999872
],
[
656.999808,
55.999871999999996,
10.000128,
9.000192
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
497.00006399999995,
277.00032,
13.999872,
15.999744
],
[
582,
126.99993599999999,
13.999872,
12.999936000000002
],
[
281.000064,
365.00006399999995,
14.999808,
12
],
[
726.999936,
37.00032,
... | train | |
{
"bbox": [
[
110.00025600000001,
424.00012799999996,
15.999744,
16.999679999999998
],
[
274.000512,
504.00038400000005,
15.999744,
14.999808
],
[
539.000448,
234.999936,
14.999808,
12.999936000000002
],
[
751.99... | train | |
{
"bbox": [
[
396.00038399999994,
251.00044800000003,
15.999744,
14.999808
],
[
450,
508.000128,
12.999936000000002,
10.000128
],
[
341.000064,
360.00038399999994,
14.999808,
13.999872
],
[
74.999808,
349.0... | train | |
{
"bbox": [
[
662.000256,
630,
16.999679999999998,
12
],
[
336.99993600000005,
344.00025600000004,
27.999744,
22.000128
],
[
647.000064,
336.000384,
18.000384,
16.999679999999998
],
[
658.9996799999999,
55.... | train | |
{
"bbox": [
[
239.000448,
94.99967999999998,
15.999744,
12
],
[
145.00032000000002,
60.999936,
15.999744,
19.000320000000002
],
[
185.000064,
527.999616,
13.999872,
9.000192
],
[
422.82009600000004,
488.700... | train | |
{
"bbox": [
[
287.00006399999995,
692.999808,
21.000192,
13.999872
],
[
74.000256,
7.999871999999999,
12,
11.000064
],
[
210,
404.999808,
9.000192,
9.000192
],
[
489.99974399999996,
411.000192,
11.000... | train | |
{
"bbox": [
[
474.99955200000005,
168.999936,
20.000256,
19.000320000000002
],
[
522,
149.999616,
15.999744,
20.000256
],
[
299.999616,
542.000256,
11.000064,
11.000064
],
[
474.99993600000005,
363.000192,
... | train | |
{
"bbox": [
[
9.999744,
667.9998720000001,
12.999936000000002,
12
],
[
286.99968,
186.000384,
8.000256,
5.9996160000000005
],
[
157.00032000000002,
755.9996160000001,
12,
8.000256
]
],
"categories": [
0,
0,
... | train | |
{
"bbox": [
[
482.99980800000003,
48,
22.000128,
20.000256
],
[
617.9996160000001,
195.999744,
20.000256,
19.000320000000002
],
[
753.999744,
357.99974399999996,
9.000192,
9.000192
],
[
353.00006399999995,
... | train | |
{
"bbox": [
[
677.000064,
335.999616,
10.000128,
9.000192
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
547.9998720000001,
371.000448,
14.999808,
14.999808
],
[
712.079616,
262.260096,
19.000320000000002,
16.999679999999998
],
[
737.000064,
7.999872,
11.000064,
8.000256
],
[
383.00006399999995,
... | train | |
{
"bbox": [
[
400.000128,
62.00025599999999,
12.999936000000002,
10.000128
],
[
440.999808,
572.999808,
14.999808,
12
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
299.99961600000006,
326.000256,
10.000128,
13.999872
],
[
229.00032000000004,
149.000064,
10.000128,
8.000256
],
[
215.99961600000003,
133.00032000000002,
10.000128,
11.000064
]
],
"categories": [
0,
... | train | |
{
"bbox": [
[
653.099904,
378.09984000000003,
9.900288,
8.000256
],
[
735.000192,
125.00006400000001,
11.000064,
11.000064
],
[
609.999744,
128.99980800000003,
9.000192,
7.00032
],
[
510,
339.00019199999997... | train | |
{
"bbox": [],
"categories": []
} | train | |
{
"bbox": [
[
156.999936,
292.99967999999996,
28.99968,
24.999935999999998
],
[
671.000448,
517.00032,
14.999808,
14.999808
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
211.99987199999998,
710.000256,
11.000064,
12
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
473.99961600000006,
178.000512,
19.000320000000002,
16.999679999999998
],
[
204.999552,
718.99968,
8.000256,
8.000256
],
[
49.00032,
643.999872,
11.000064,
9.000192
]
],
"categories": [
0,
0,
... | train | |
{
"bbox": [
[
516.0003839999999,
477.99974399999996,
12,
11.000064
],
[
274.27008,
297.280128,
12.999936000000002,
11.000064
]
],
"categories": [
0,
0
]
} | train | |
{
"bbox": [
[
246.999936,
583.9998720000001,
8.000256,
7.00032
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
269.000448,
663.999744,
28.99968,
21.000192
],
[
570.999552,
489.99974399999996,
19.000320000000002,
13.999872
],
[
407.00006399999995,
370.99967999999996,
19.000320000000002,
12.999936000000002
],
[
... | train | |
{
"bbox": [
[
300.00038399999994,
430.9996799999999,
13.999872,
11.000064
],
[
16.000127999999997,
361.00032,
12.999936000000002,
13.999872
],
[
743.000064,
340.00051199999996,
4.99968,
5.9996160000000005
]
],
"categor... | train | |
{
"bbox": [
[
30,
12.999552000000001,
7.00032,
7.00032
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
337.999872,
234.99955199999997,
20.000256,
21.000192
]
],
"categories": [
0
]
} | train | |
{
"bbox": [
[
303.00019199999997,
597.999744,
12.999936000000002,
11.000064
],
[
349.999872,
231.00019199999997,
18.000384,
12
],
[
50.00025600000001,
92.999808,
15.999744,
12
],
[
715.9998720000001,
605.00... | train | |
{
"bbox": [
[
425.00006399999995,
54.999936,
9.000192,
11.000064
],
[
643.9998720000001,
399.000192,
14.999808,
12
],
[
720.000384,
236.99980800000003,
14.999808,
11.000064
],
[
486.999552,
745.00032,
... | train | |
{
"bbox": [
[
63.570048,
255.339648,
16.329984,
17.759999999999998
],
[
356.99980800000003,
64.000128,
12,
14.999808
],
[
340.000128,
713.000064,
14.999808,
13.999872
],
[
426,
30,
11.000064,
10... | train |
End of preview. Expand in Data Studio
Apple Blotch Detection
Detached apple leaves photographed after artificial inoculation with Diplocarpon coronariae, the fungus behind apple blotch, as part of a resistance screening of apple genetic resources (551 varieties in 2022, 80 in 2023) at the Julius Kühn Institute in Dresden-Pillnitz, Germany. Leaves were imaged on a light table with a tripod-mounted Canon DSLR, and 768 x 768 crops of the leaf surface were annotated with bounding boxes around individual acervuli (the fungus's spore-producing spots) for training a YOLOv5 counting model. Crops without symptoms are kept as negatives with no boxes; the split column keeps the authors' train/val split. The dataset contains 927 images with 4,167 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{reim2024yolo,
title={YOLO-Based Phenotyping of Apple Blotch Disease (Diplocarpon coronariae) in Genetic Resources after Artificial Inoculation},
author={Reim, Stefanie and Richter, Sophie and Leonhardt, Oskar and Maß, Virginia and Wöhner, Thomas Wolfgang},
journal={Agronomy},
volume={14},
pages={1042},
year={2024},
publisher={MDPI}
}
This dataset was reformatted from its original format to match HuggingFace standards.
- Downloads last month
- 93