DRPN: Making CNN dynamically handle scale variation

Jingchao Peng, Haitao Zhao, Zhengwei Hu, Kaijie Zhao, Zhongze Wang

Abstract: Highlights•A dynamic re-parameterization network (DRPN) is proposed to handle scale variation.•DRPN can dynamically adjust the receptive field according to the size of targets.•DRPN is designed based on re-parameterization to maintain efficient inference.