SAM 3 generates zero-shot pseudo-labels to train YOLOv8 models that reach 79.4% mAP on the PigLife pig dataset with roughly 200x lower inference latency than the teacher model.
Barriers to com- puter vision applications in pig production facilities,
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SAM3-Assisted Training of Lightweight YOLO Models for Precision Pig Farming
SAM 3 generates zero-shot pseudo-labels to train YOLOv8 models that reach 79.4% mAP on the PigLife pig dataset with roughly 200x lower inference latency than the teacher model.