GMFC-YOLO11n: a lightweight object detection network for microscopic goose and duck down identification
An improved lightweight object detection model named GMFC-YOLO11n is proposed, based on YOLO11n, with systematic structural optimizations implemented to strengthen the joint modeling of local textures and global semantics, thereby improving the model’s perception of fine-grained down microstructures.