Feature disentanglement in one-stage object detection

Wenjie Lin, Jun Chu, Lu Leng, Jun Miao, Lingfeng Wang

Abstract: Highlights•A novel enhancing disentangling module is proposed to solve feature misalignment.•Feature disentangling and response alignment are both considered.•The feature disentangling is extended from head level to neck level.•A response alignment strategy is proposed to alleviate response misalignment.