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Yongqi Liu

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Open access Aug 2026

GMS-YOLO11n: A Sheep Detection Model for Challenging Fixed-View Farm Conditions Integrating Spatially Gated Structural Enhancement and Multi-Scale Attention

GMS-YOLO11n, a new computer vision model for automatic sheep detection, improves the original YOLO11n model by strengthening important visual features, such as sheep edges, body contours, and local textures, while combining information from different image scales.

Wenbo Yu, Ruoya Xie, Yongqi Liu et al. · 0 citations

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