Face Detection Using Improved Faster RCNN

Understand

Faster RCNN has achieved great success for generic object detection including PASCAL object detection and MS COCO object detection.

• In this report, we propose a detailed designed Faster RCNN method named FDNet1.0 for face detection.
• Several techniques were employed including multi-scale training, multi-scale testing, light-designed RCNN, some tricks for inference and a vote-based ensemble method.
• Our method achieves two 1th places and one 2nd place in three tasks over WIDER FACE validation dataset (easy set, medium set, hard set).