Datasetpublic

Mithun2009/Crop_Disease_Images

Crop Disease Expert Annotations 1,092 crop images annotated by agricultural experts with ground truth diagnoses covering pests, diseases, and nutrient deficiencies across 74 crop types. Dataset File: annotations.csv (4 columns) Column Description image_url URL to the crop image crop Crop or plant identified by the expert diagnosis Pest, disease, or nutrient deficiency name(s); Healthy if none details Expert's observations on visible symptoms… See the full description on the dataset page: https://huggingface.co/datasets/Mithun2009/Crop_Disease_Images.

sourceHugging Facecc-by-4.0updated 2mo agoView on Hugging Face

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Dataset Card

Crop Disease Expert Annotations

1,092 crop images annotated by agricultural experts with ground truth diagnoses covering pests, diseases, and nutrient deficiencies across 74 crop types.

Dataset

File: annotations.csv (4 columns)

Column	Description
`image_url`	URL to the crop image
`crop`	Crop or plant identified by the expert
`diagnosis`	Pest, disease, or nutrient deficiency name(s); `Healthy` if none
`details`	Expert's observations on visible symptoms

Multiple diagnoses per image are semicolon-separated.

Stats

	Count
Total annotations	1,092
Diseased	777
Healthy	315
Unique crops	74

Top 10 Crops

Crop	Count
Chilli	135
Potato	109
Brinjal	91
Maize	87
Mango	68
Tomato	52
Papaya	47
Wheat	39
Mustard	34
Bean	33

Top 10 Diagnoses

Diagnosis	Count
Leaf Curl Virus	89
Thrips	73
Aphids	62
Fall Armyworm	57
Mites	52
Powdery Mildew	49
Anthracnose	34
Shoot and Fruit Borer	33
Mosaic Virus	25
Leaf Miner	21

Source

Annotations were collected by Digital Green as part of the Farmer.Chat project, an AI-powered agricultural advisory platform serving smallholder farmers.

License

This dataset is released under CC-BY-4.0. You are free to share and adapt the data for any purpose, provided you give appropriate credit to Digital Green.

Citation

bibtex

@dataset{digigreen_crop_disease_2026,
  title={Crop Disease Expert Annotations},
  author={Digital Green},
  year={2026},
  url={https://huggingface.co/datasets/DigiGreen/Crop_Disease_Images},
  license={CC-BY-4.0}
}