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This article presents BFDet-YOLO, an improved multi-target detection model based on YOLOv10, designed for monitoring dairy cow feeding behavior and forage density in smart pasture environments. The model incorporates several enhancements to address challenges such as occlusion and varying target sizes, achieving high detection accuracy and robustness with a streamlined architecture. Experimental results demonstrate its effectiveness, achieving 95.7% [email protected] and 70.7% [email protected]:0.95 on a newly constructed data
- Author
- eurekayangjy
- Language
- EN