Datasets:
image
imagewidth (px) 2.59k
5.18k
| labels
sequencelengths 1
3
| label_names
sequencelengths 1
3
| image_id
stringlengths 16
16
|
|---|---|---|---|
[
2
] | [
"healthy"
] | 84a507f705587f78 |
|
[
2
] | [
"healthy"
] | ea1f8a6aa6c295c9 |
|
[
5
] | [
"scab"
] | aaff179080d1a9d5 |
|
[
2
] | [
"healthy"
] | e1c5e346132e561f |
|
[
5,
1,
0
] | [
"scab",
"frog_eye_leaf_spot",
"complex"
] | e585859a1fbc50e5 |
|
[
5
] | [
"scab"
] | cf220abac88eff48 |
|
[
5
] | [
"scab"
] | f5c1d6b74a9049ca |
|
[
2
] | [
"healthy"
] | bfc5834eb185a3a8 |
|
[
1
] | [
"frog_eye_leaf_spot"
] | 8bca528e4ec64eba |
|
[
5
] | [
"scab"
] | ff3180f01eeb4985 |
|
[
5,
1
] | [
"scab",
"frog_eye_leaf_spot"
] | aad5c5866a386b35 |
|
[
4
] | [
"rust"
] | f48552886dbb7594 |
|
[
5
] | [
"scab"
] | df95639e30cc91c4 |
|
[
4
] | [
"rust"
] | c22ec0e68ef6b616 |
|
[
3
] | [
"powdery_mildew"
] | e0bf978b4ac56825 |
|
[
3,
0
] | [
"powdery_mildew",
"complex"
] | bf4092df4d6d2494 |
|
[
0
] | [
"complex"
] | fd36d2908bc189cb |
|
[
1
] | [
"frog_eye_leaf_spot"
] | a0059f36ad36b4ec |
|
[
2
] | [
"healthy"
] | 8f302a9511b7e74e |
|
[
3
] | [
"powdery_mildew"
] | dfe3609dc27034b4 |
|
[
5
] | [
"scab"
] | 92b2e949b781ab8b |
|
[
1
] | [
"frog_eye_leaf_spot"
] | b281e89695fc84ee |
|
[
5,
1
] | [
"scab",
"frog_eye_leaf_spot"
] | acf29ac1c9ce2792 |
|
[
2
] | [
"healthy"
] | c2b68e8dc1cf7524 |
|
[
5
] | [
"scab"
] | eaf485908ebad8aa |
|
[
5
] | [
"scab"
] | b4c2db760d86718e |
|
[
1
] | [
"frog_eye_leaf_spot"
] | bd0ccc76c6306b9a |
|
[
2
] | [
"healthy"
] | a8e595caca6d9c54 |
|
[
2
] | [
"healthy"
] | a23db21ee88be04f |
|
[
0
] | [
"complex"
] | aaae9592aa5b5a83 |
|
[
5,
1,
0
] | [
"scab",
"frog_eye_leaf_spot",
"complex"
] | c1c6b16eb5a4372c |
|
[
2
] | [
"healthy"
] | e53fdc724be05844 |
|
[
5
] | [
"scab"
] | e26ec8d234e92b33 |
|
[
5,
1
] | [
"scab",
"frog_eye_leaf_spot"
] | abfdb70914c81ad1 |
|
[
1
] | [
"frog_eye_leaf_spot"
] | c86071d71ec67c1e |
|
[
4
] | [
"rust"
] | f0c115ae3c593799 |
|
[
1
] | [
"frog_eye_leaf_spot"
] | f32a82871ace9f70 |
|
[
5,
1
] | [
"scab",
"frog_eye_leaf_spot"
] | a0f4d2abc5f18ac5 |
|
[
1
] | [
"frog_eye_leaf_spot"
] | bf2dc0f2bdc2a016 |
|
[
5,
1
] | [
"scab",
"frog_eye_leaf_spot"
] | a592db1dcb794071 |
|
[
0
] | [
"complex"
] | fad00fe6609bc3c1 |
|
[
5
] | [
"scab"
] | dce95299abda4183 |
|
[
2
] | [
"healthy"
] | ed21c98b008df2fd |
|
[
3
] | [
"powdery_mildew"
] | d4996c34398e9e4b |
|
[
2
] | [
"healthy"
] | b47199950ddf268c |
|
[
0
] | [
"complex"
] | dc69699714e56a26 |
|
[
4
] | [
"rust"
] | b788c7f41a1d2572 |
|
[
2
] | [
"healthy"
] | b47e86749a321d4b |
|
[
1
] | [
"frog_eye_leaf_spot"
] | aeb1ae9b060fd486 |
|
[
3
] | [
"powdery_mildew"
] | 8998c78e92ee1bc6 |
|
[
5
] | [
"scab"
] | dfcd6038805c7f91 |
|
[
2
] | [
"healthy"
] | d76a39826033bcce |
|
[
2
] | [
"healthy"
] | a9e89496bfda484a |
|
[
0
] | [
"complex"
] | 89f9890060bbfe6d |
|
[
1
] | [
"frog_eye_leaf_spot"
] | b4fb93f14989342c |
|
[
2
] | [
"healthy"
] | c2531ed92c9b9d64 |
|
[
5
] | [
"scab"
] | d3ae839a22bbb6a0 |
|
[
5
] | [
"scab"
] | f2c8c94c2d313ee3 |
|
[
4
] | [
"rust"
] | e52aca58c89f35c5 |
|
[
2
] | [
"healthy"
] | e57042c3d79749ca |
|
[
2
] | [
"healthy"
] | a5726ac19226dae7 |
|
[
2
] | [
"healthy"
] | a2e4d364c0edd95a |
|
[
2
] | [
"healthy"
] | 81d291cad9657d35 |
|
[
5
] | [
"scab"
] | a649c20cdcbf2d53 |
|
[
2
] | [
"healthy"
] | d2b82feb78ec8d00 |
|
[
0
] | [
"complex"
] | fe2f89368b14c455 |
|
[
2
] | [
"healthy"
] | b6f48968b991958e |
|
[
4
] | [
"rust"
] | f10e4fda208af696 |
|
[
2
] | [
"healthy"
] | aacaa2da5a38da71 |
|
[
5,
1
] | [
"scab",
"frog_eye_leaf_spot"
] | f07ac7cd1ae0e183 |
|
[
4
] | [
"rust"
] | e37e1e02c1d0cc5f |
|
[
1
] | [
"frog_eye_leaf_spot"
] | b9f2d7c620c15a2d |
|
[
2
] | [
"healthy"
] | f5929268cae93533 |
|
[
2
] | [
"healthy"
] | cb668b3b194bb1c8 |
|
[
2
] | [
"healthy"
] | e63ab47a94411ced |
|
[
4
] | [
"rust"
] | f0c1b0d5d58b9a1d |
|
[
1
] | [
"frog_eye_leaf_spot"
] | dd279194241d8fb3 |
|
[
4
] | [
"rust"
] | 85bf39e025c7c41e |
|
[
4
] | [
"rust"
] | e5daa550d94a46dc |
|
[
5,
1
] | [
"scab",
"frog_eye_leaf_spot"
] | bcf8ec0f0f3e9048 |
|
[
2
] | [
"healthy"
] | d594839c6bed310b |
|
[
2
] | [
"healthy"
] | bf93801bb0aad24f |
|
[
4
] | [
"rust"
] | b213939d2be9e0a9 |
|
[
2
] | [
"healthy"
] | cea794b9743985c8 |
|
[
2
] | [
"healthy"
] | aa6ed6a68b9e488c |
|
[
5
] | [
"scab"
] | f0828370de47daf4 |
|
[
2
] | [
"healthy"
] | eb66c3e3c112c5d2 |
|
[
5,
1,
0
] | [
"scab",
"frog_eye_leaf_spot",
"complex"
] | caaf5551b7585458 |
|
[
4
] | [
"rust"
] | 80f16ecf7844c5b5 |
|
[
5,
1,
0
] | [
"scab",
"frog_eye_leaf_spot",
"complex"
] | f2b04abc9e4a9d52 |
|
[
2
] | [
"healthy"
] | f53dc01296d82aed |
|
[
2
] | [
"healthy"
] | a078c38cdfae5554 |
|
[
2
] | [
"healthy"
] | a5d6da89493522eb |
|
[
5
] | [
"scab"
] | 9f3c9c118f1701be |
|
[
0
] | [
"complex"
] | e5f012f3da61113b |
|
[
2
] | [
"healthy"
] | e7ba97c10ada618c |
|
[
5,
1
] | [
"scab",
"frog_eye_leaf_spot"
] | 9a6328ee7ae70c1c |
|
[
2
] | [
"healthy"
] | c1fd2926bd52d825 |
|
[
5
] | [
"scab"
] | e1ea2a83faa44379 |
|
[
5
] | [
"scab"
] | 9dec7e9244d26932 |
End of preview. Expand
in Dataset Viewer.
Description
Dataset from the Plant Pathology 2021 (FGVC8) Challenge.
' For Plant Pathology 2021-FGVC8, we have significantly increased the number of foliar disease images and added additional disease categories. This year’s dataset contains approximately 23,000 high-quality RGB images of apple foliar diseases, including a large expert-annotated disease dataset. This dataset reflects real field scenarios by representing non-homogeneous backgrounds of leaf images taken at different maturity stages and at different times of day under different focal camera settings. '
The original dataset has one train split and a test split that was hidden for the challenge. I have taken 10% of train for a validation, using stratified sampling. I do not have access to the test samples.
- Website:
Usage
This dataset is serving as a canonical example for multi-label image classificatino datasets with timm. The additions to train & val scripts for this are a WIP...
Citation
Thapa, Ranjita, Zhang, Kai, Snavely, Noah, Belongie, Serge, and Khan, Awais. Plant Pathology 2021 - FGVC8.
https://kaggle.com/competitions/plant-pathology-2021-fgvc8, 2021. Kaggle.
- Downloads last month
- 265