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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
Metadata record only · 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
Metadata record only · 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
Citrus Leaves Prepared Dataset
Citrus dataset contributors
Citrus leaf images grouped by healthy and disease-related conditions on the registered data source.
Crop
Citrus
Problem or trait
Leaf disease
Task
Classification
Collection geography
Pakistan
Annotations / scale
Image Level Labels · Not provided examples
Access / verified
Available at source · Aug 6, 2026
BRACOL: Brazilian Arabica Coffee Leaf dataset
BRACOL dataset authors
Arabica coffee leaf images published for classifying nutritional deficiencies and disease symptoms.
Crop
Coffee
Problem or trait
Leaf condition
Task
Classification
Collection geography
Brazil
Annotations / scale
Image Level Labels · Not provided examples
Access / verified
Available at source · Aug 6, 2026
RoCoLe: A robusta coffee leaf images dataset
RoCoLe dataset authors
Robusta coffee leaf images published for visual analysis of leaf health and disease symptoms.
Crop
Coffee
Problem or trait
Leaf health condition
Task
Classification
Collection geography
Not provided
Annotations / scale
Image Level Labels · Not provided examples
Access / verified
Available at source · Aug 6, 2026
Rice Leaf Diseases
UCI Machine Learning Repository
A small image collection for classifying selected rice leaf diseases, indexed from the UCI Machine Learning Repository.
Crop
Rice
Problem or trait
Leaf disease
Task
Classification
Collection geography
Not provided
Annotations / scale
Image Level Labels · Not provided examples
Access / verified
Available at source · Aug 6, 2026
Paddy Doctor
Paddy Doctor dataset contributors
Paddy leaf imagery published for identifying diseases and other crop health conditions.
Crop
Rice
Problem or trait
Crop health condition
Task
Classification
Collection geography
India
Annotations / scale
Image Level Labels · Not provided examples
Access / verified
Request required at source · Aug 6, 2026
Cassava Leaf Disease Classification
Makerere University AI Lab
Labeled cassava leaf images published for disease classification research through a Kaggle competition.
Crop
Cassava
Problem or trait
Leaf disease
Task
Classification
Collection geography
Uganda
Annotations / scale
Image Level Labels · Not provided examples
Access / verified
Request required at source · Aug 6, 2026
Plant Pathology 2021 - FGVC8
Cornell University
Apple foliar disease images released for multi-label classification in the FGVC8 challenge.
Crop
Apple
Problem or trait
Foliar disease
Task
Classification
Collection geography
United States
Annotations / scale
Multi Label Image Labels · Not provided examples
Access / verified
Request required at source · Aug 6, 2026
Plant Pathology 2020 - FGVC7
Cornell University
Apple leaf images released through the FGVC7 plant pathology classification challenge.
Crop
Apple
Problem or trait
Foliar disease
Task
Classification
Collection geography
United States
Annotations / scale
Image Level Labels · Not provided examples
Access / verified
Request required at source · Aug 6, 2026
PlantDoc
PlantDoc authors
Field-oriented plant disease images and annotations published for visual plant disease detection research.
Crop
Multiple crop species
Problem or trait
Plant disease
Task
Detection
Collection geography
Not provided
Annotations / scale
Bounding Boxes · Not provided examples
Access / verified
Available at source · Aug 6, 2026
PlantVillage Dataset
Mendeley Data
PlantVillage image data for plant disease classification research. The directory links to the registered source and does not redistribute the files.
Crop
Multiple crop species
Problem or trait
Plant disease
Task
Classification
Collection geography
Unknown
Annotations / scale
Image Level Labels · Not provided examples
Access / verified
Available at source · Aug 6, 2026