Data · dataset · 2026
Industrial poultry quality control dataset: multi-class classification of pathological conditions in chicken carcasses
Listed in REDU - Unicamp Institutional Research Data Repository
This repository contains a dataset of 20,000 chicken carcass images collected during Marcelo dos Santos' doctoral research.
Description
The images were acquired under industrial conditions in poultry processing plants and subsequently underwent a data augmentation process. The dataset is organized into 9 folders: one containing healthy carcasses and eight representing different types of lesions.
The dataset was developed to train and evaluate artificial intelligence models for automated food inspection and quality control in poultry processing. Each image captures up to three carcasses photographed on the factory production line under normal working conditions. The images are stored in JPEG format with a resolution of approximately 1.3 megapixels (1280 × 1024 pixels) and an average file size of 500 KB.
Read the rest (1 more)
Dataset structure: • 1 PDF file: dataset description and metadata • 3 JPEG files: representative image samples • Compressed folders organized by classification: - Healthy carcasses - Scratch - Arthritis - Footpad dermatitis - Dermatitis - Dermatosis - Fracture - Hematoma - Skin tear
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FXOHISZ ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/xohisz ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Agricultural Sciences · Computer and Information Science · Medicine, Health and Life Sciences
- From keywords
- Artificial intelligence · Computer Science & AI · Engineering · Life Sciences · Medicine & Health
- Inferred from text
- Image 75%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/XOHISZ | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4602 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Artificial intelligence'] |
| concepts[field].dataverse_subject:agricultural-sciences | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].dataverse_subject:medicine-health-and-life-sciences | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[modality].local:modality:image | enrichment · redu unicamp br | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |