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 (s/im)	box AP	Download
R-50-FPN-800	1x	0.046	38.3	model
R-50-FPN-800	2x	0.046	39.7	model

Pascal VOC Object Detection Baselines

Model	Infer time (s/im)	AP@0.5	Download
R-50-FPN-640	0.030	80.8	model