SAM3-Assisted Training of Lightweight YOLO Models for Precision Pig Farming 事件

SAM3-Assisted Training of Lightweight YOLO Models for Precision Pig Farming arXiv:2605.25860v1 Announce Type: new Abstract: Deep learning-based object detection has revolutionized Precision Livestock Farming (PLF), yet a critical barrier remains: high-performance Foundation Models (such as SAM 3) are too computationally intensive for edge deployment, while lightweight models (like YOLO) require prohibitive manual annotation efforts. This work proposes a fully automated knowledge distillation pi