Human in Events

Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve)


Track-5: Pedestrian Detection in Complex and Crowded Events
Team Name MR AP JI
FasterRCNN (Baseline) 0.6722 0.5935 0.5156
S Ren, K He, R Girshick, et al.. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks. In NIPS, 2015
RetinaNet (Baseline) 0.7041 0.6082 0.4898
TY Lin, P Goyal, R Girshick, K He. Focal loss for dense object detection. In ICCV, 2017