HIC-YOLOv5: Improved YOLOv5 For Small Object Detection

Shiyi Tang,Shu Zhang,Yini Fang,Shiyi Tang,Shu Zhang,Yini Fang

Small object detection has been a challenging problem in the field of object detection. There has been some works that proposes improvements for this task, such as adding several attention blocks or changing the whole structure of feature fusion networks. However, the computation cost of these models is large, which makes deploying a real-time object detection system unfeasible, while leaving room...