AIBullisharXiv – CS AI · 9h ago6/10
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A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset
Researchers developed an automated computer vision pipeline for analyzing animal behavior in group housing environments, demonstrated on pig monitoring. The system achieved 94.2% accuracy in behavior recognition and 93.3% identity preservation through combining zero-shot detection, motion-aware segmentation, and vision transformers, offering a scalable alternative to manual observation.