Shao-Xiang Li

A study on edge-based object detection in complex scenarios using a lightweight YOLO model

The proposed model introduces a lightweight backbone network, an optimized feature pyramid fusion structure, shallow feature enhancement for small objects, attention-based feature refinement, occlusion-aware context enhancement and Soft-NMS post-processing to reduce computational complexity while improving detection st...