Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Introduction

@article{Ren_2017,
   title={Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks},
   journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
   publisher={Institute of Electrical and Electronics Engineers (IEEE)},
   author={Ren, Shaoqing and He, Kaiming and Girshick, Ross and Sun, Jian},
   year={2017},
   month={Jun},
}

COCO Object Detection Baselines

Model	Lr sched	Infer time (fps)	box AP	Download
R50-FPN	1x	37.04	37.7	model | log
R50-FPN	3x	37.04	39.8	model | log