Optymalizacja YOLOv8 do wykrywania piersi u krów na podstawie danych termowizyjnych
Breeding the Future: Optimising YOLOv8 for Thermal Udder Detection in Dairy Farming
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Detail description
Optimising YOLOv8 for cow udder detection in thermal imaging data to enhance animal health monitoring and farm management efficiency. The study uses a manually annotated dataset with 70% training, 20% validation, and 10% testing splits, created via CVAT. High detection accuracy demonstrates practical potential for automated health assessments in agriculture.
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Contribution detail info
- Project
- Location
- Poland
- Authors
- Łukasz Czech
- Purpose
- Support decision-making and strategic planning, Dissemination, Modelling
- File type
- document
- Created on
- Apr 30, 2025
- Origin language
- Polish
- Official project website
- –
- License
- CC BY
- Keywords