Video Analysis System for Livestock Monitoring Using YOLOv8
Monitoring livestock behaviour with YOLOv8-powered video analysis for improved animal welfare
or
Detail description
A video analysis system for livestock monitoring in cattle and pig farming, using YOLOv8 for real-time object detection and instance segmentation. Trained on a Roboflow dataset with 70% training, 20% validation, and 10% testing split, the model identifies animals in diverse farm environments. Designed to improve animal behaviour and welfare tracking through automated video analysis, the system runs on a WordPress-powered digital platform.
1/1
or
Contribution detail info
- Project
- Location
- Poland
- Authors
- Łukasz Czech
- Purpose
- Dissemination, Support decision-making and strategic planning, Monitor (metrics, conditions, progress, performance)
- File type
- document
- Created on
- Apr 30, 2025
- Origin language
- Polish
- Official project website
- –
- License
- CC BY
- Keywords