WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild

July 2020

tl;dr: A relatively scale (8k training images) dataset for crowded/dense human detection.

Overall impression

Overall not quite impressive. It fails to cite a closely related dataset CrowdHuman, and ablation study of the issue is not as extensive as well.

Key ideas

Technical details