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

Hodowla przyszłości

Hodowla przyszłości

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