datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tomato_maturity_classification
Tomato Maturity Classification
A dataset for maturity classification of tomatoes. The dataset contains raw and augmented versions.The raw dataset contains 1,000 images.Images per class:
Immature: 500
Mature: 500
The augmented dataset contains 4,000 images.Images per class:
Immature: 2,000
Mature: 2,000
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@article{khatun2023extensive,
title={An extensive… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/tomato_maturity_classification.banana_bunch_maturity_classification
Banana Bunch Maturity Classification
A dataset for mautrity classification of banana bunches. The dataset contains 2,685 images across 2 classes: Cut, Keep.
Images per class:
Cut: 1,143
Keep: 1,542
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@article{baglat2025multi,
title={A multi-stage dataset for banana bunch detection and harvesting decision support},
author={Baglat, Preety and Mendon{\c{c}}a… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/banana_bunch_maturity_classification.dragonfruit_maturity_classification
Dragonfruit Maturity Classification
A dataset for maturity classification of dragonfruit. The dataset contains raw and augmented versions.The raw dataset contains 2,127 images.Images per class:
Immature Dragon Fruit: 1,241
Mature Dragon Fruit: 886
The augmented dataset contains 5,010 images.Images per class:
Immature Dragon Fruit: 3,000
Mature Dragon Fruit: 2,010
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/dragonfruit_maturity_classification.okra_maturity_classification
Okra Maturity Classification
A dataset for maturity classification of okra.The dataset contains 364 images.Images per class:
Mature: 132
Over-mature: 100
Under-mature: 132
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@article{bharathi2025rgb,
title={RGB image dataset for okra maturity classification to enhance agricultural quality and market readiness},
author={Bharathi, Nikhilesh Kumar and Fj… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/okra_maturity_classification.okra_thermal_maturity_classification
Okra Thermal Maturity Classification
A dataset for maturity classification of Okra through thermal images. The dataset contains 501 images across 2 classes: adequate_matured, over_matured.Images per class:
adequate_matured: 248
over_matured: 253
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@article{sasithradevi2024thermal,
title={Thermal image dataset for okra maturity analysis},
author={Sasithradevi… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/okra_thermal_maturity_classification.guava_maturity_classification
Guava Maturity Classification
A dataset for maturity classification of three varieties of guava. The dataset contains 2,309 images across 3 classes: green, mature-green, ripe.Images per class:
green: 232
mature-green: 829
ripe: 1,248
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@article{maitlo2023novel,
title={A novel dataset of guava fruit for grading and classification},
author={Maitlo, Abdul… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/guava_maturity_classification.