ECL-YOLOv8: An improved YOLOv8-based algorithm for detecting cattle faces and muzzles in complex open pasture environments
提出改进YOLOv8的ECL-YOLOv8模型,在开放牧场复杂环境中同时检测牛脸与牛口鼻。
关注点
该预印本在自建数据集上将牛脸与口鼻检测平均精度提升至87.4%,口鼻检测较基线提高5.3个百分点,但推理效率与轻量化尚未解决,离实时部署仍有距离。
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