datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
poultry-disease-dataset
Poultry Disease Detection Dataset
A custom-annotated dataset of poultry images for detecting 26 disease lesions and clinical signs across 3 major poultry diseases: Newcastle Disease, Coccidiosis, and Fowlpox.
Dataset Details
~406 labeled images in YOLO format
26 classes (lesions and clinical signs)
Annotations created with CVAT
Images from farm and veterinary postmortem contexts
Format
Labels are in YOLO format (.txt per image):
<class_id>… See the full description on the dataset page: https://huggingface.co/datasets/abdkupang/poultry-disease-dataset.poultry-disease-dataset
Poultry Disease Detection Dataset
A custom-annotated dataset of poultry images for detecting 26 disease lesions and clinical signs across 3 major poultry diseases: Newcastle Disease, Coccidiosis, and Fowlpox.
Dataset Details
~406 labeled images in YOLO format
26 classes (lesions and clinical signs)
Annotations created with CVAT
Images from farm and veterinary postmortem contexts
Format
Labels are in YOLO format (.txt per image):
<class_id>… See the full description on the dataset page: https://huggingface.co/datasets/ueynhebb/poultry-disease-dataset.poultry-fecal-fl
Poultry Fecal Image Dataset (Leak-Free Benchmark)
Accepted to the CVPR 2026 Workshop on Vision for Agriculture
📌 Citation
If you use this dataset in your research, please cite the FecalFed paper:
@misc{chi2026fecalfedprivacypreservingpoultrydisease,
title={FecalFed: Privacy-Preserving Poultry Disease Detection via Federated Learning},
author={Tien-Yu Chi},
year={2026},
eprint={2604.00559},
archivePrefix={arXiv},
primaryClass={cs.CV}… See the full description on the dataset page: https://huggingface.co/datasets/Dianyo/poultry-fecal-fl.poultry-disease-dataset
Poultry Disease Detection Dataset
A custom-annotated dataset of poultry images for detecting 26 disease lesions and clinical signs across 3 major poultry diseases: Newcastle Disease, Coccidiosis, and Fowlpox.
Dataset Details
~406 labeled images in YOLO format
26 classes (lesions and clinical signs)
Annotations created with CVAT
Images from farm and veterinary postmortem contexts
Format
Labels are in YOLO format (.txt per image):
<class_id> <x_center>… See the full description on the dataset page: https://huggingface.co/datasets/Evet-Africa/poultry-disease-dataset.poultry-disease-dataset
Poultry Disease Detection Dataset
A custom-annotated dataset of poultry images for detecting 26 disease lesions and clinical signs across 3 major poultry diseases: Newcastle Disease, Coccidiosis, and Fowlpox.
Dataset Details
~406 labeled images in YOLO format
26 classes (lesions and clinical signs)
Annotations created with CVAT
Images from farm and veterinary postmortem contexts
Format
Labels are in YOLO format (.txt per image):
<class_id>… See the full description on the dataset page: https://huggingface.co/datasets/phena/poultry-disease-dataset.poultry-weight-dataset
Poultry Weight Dataset
DESCRIPTION
This dataset is designed for the task of chicken weight estimation from images using computer vision techniques.
It is built by combining two publicly available datasets:
Mendeley dataset: https://data.mendeley.com/datasets/zrs8kk9dvr/1
Roboflow dataset: https://universe.roboflow.com/mohamed-f-abdelshafie-yxuwl/broiler-live-weight-by-semantic-segmentation
Since both datasets share authorship and exhibit strong visual similarity, a… See the full description on the dataset page: https://huggingface.co/datasets/xiannovoa/poultry-weight-dataset.poultry-health
Poultry Health Fecal Image Dataset (Binary Classification)
Dataset updated to whole dataset instead of part of them on March 1, 2026
Dataset Summary
This repository provides a Hugging Face-compatible version of the Poultry Birds Poo Imagery Dataset for Health Status Prediction.
The goal of this Hugging Face port is to make the dataset instantly accessible for machine learning pipelines, particularly for PyTorch, Vision Transformers (ViTs), and Federated… See the full description on the dataset page: https://huggingface.co/datasets/Dianyo/poultry-health.poultry-disease-dataset
Chicken Feces Dataset - Baseline Clean
Descripción
Dataset curado de imágenes de heces de gallina para clasificación multiclase de enfermedades aviares.
El objetivo de este dataset es servir como base para el entrenamiento y evaluación de modelos de visión por computador capaces de clasificar imágenes de heces en distintas categorías patológicas y no patológicas.
Clases
Las clases finales del dataset son:
healthy
coccidiosis
newcastle
salmonella… See the full description on the dataset page: https://huggingface.co/datasets/iagovarela/poultry-disease-dataset.SkyAcre_Poultry