DigiGreen/Crop_Disease_Images

---
license: cc-by-4.0
task_categories:
- image-classification
language:
- en
tags:
- agriculture
- crop-disease
- pest-detection
- plant-pathology
- expert-annotations
size_categories:
- 1K<n<10K
---

# 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](https://www.digitalgreen.org/) as part of the [Farmer.Chat](https://farmerchat.digitalgreen.org/) project, an AI-powered agricultural advisory platform serving smallholder farmers.

## License

This dataset is released under [CC-BY-4.0](https://creativecommons.org/licenses/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}
}
```