Crop disease and phenotyping image datasets
Find curated metadata, evidence, and verified source access for research datasets. OpenAgriData links to the original provider and does not mirror files.
CVPPP Leaf Segmentation Challenge Dataset
CVPPP challenge organizers
Plant images and reference segmentations used by the CVPPP leaf segmentation challenge.
- Crop
- Arabidopsis and tobacco
- Problem or trait
- Leaf phenotyping
- Task
- Segmentation
- Collection geography
- Not provided
- Annotations / scale
- Instance Masks · Not provided examples
- Access / verified
- · Aug 6, 2026
DeepWeeds
CSIRO
In-situ weed images from Australian rangelands published for image classification research.
- Crop
- Rangeland weeds
- Problem or trait
- Weed species
- Task
- Classification
- Collection geography
- Australia
- Annotations / scale
- Image Level Labels · Not provided examples
- Access / verified
- · Aug 6, 2026
MinneApple
University of Minnesota
Apple orchard images with fruit annotations published for detection, segmentation, and yield estimation research.
- Crop
- Apple
- Problem or trait
- Fruit phenotyping
- Task
- Segmentation
- Collection geography
- United States
- Annotations / scale
- Instance Masks · Not provided examples
- Access / verified
- Available at source · Aug 6, 2026
Global Wheat Head Detection 2021
Global Wheat Head Detection consortium
A multi-domain wheat head detection benchmark with field imagery and bounding-box annotations.
- Crop
- Wheat
- Problem or trait
- Wheat head phenotyping
- Task
- Detection
- Collection geography
- Multiple countries
- Annotations / scale
- Bounding Boxes · Not provided examples
- Access / verified
- Available at source · Aug 6, 2026
Global Wheat Detection
Global Wheat Detection consortium
Wheat field images with head annotations released for object detection through the Global Wheat Detection challenge.
- Crop
- Wheat
- Problem or trait
- Wheat head phenotyping
- Task
- Detection
- Collection geography
- Multiple countries
- Annotations / scale
- Bounding Boxes · Not provided examples
- Access / verified
- Request required at source · Aug 6, 2026