code_test/configs/cascade_rpn

• Cascade RPN
• • Benchmark
  • • Region proposal performance
    • Detection performance

Cascade RPN

We provide the code for reproducing experiment results of Cascade RPN.

@inproceedings{vu2019cascade,
  title={Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution},
  author={Vu, Thang and Jang, Hyunjun and Pham, Trung X and Yoo, Chang D},
  booktitle={Conference on Neural Information Processing Systems (NeurIPS)},
  year={2019}
}

Benchmark

Region proposal performance

Method	Backbone	Style	Mem (GB)	Train time (s/iter)	Inf time (fps)	AR 1000	Config	Download
CRPN	R-50-FPN	caffe	-	-	-	72.0	config	model

Detection performance

Method	Proposal	Backbone	Style	Schedule	Mem (GB)	Train time (s/iter)	Inf time (fps)	box AP	Config	Download
Fast R-CNN	Cascade RPN	R-50-FPN	caffe	1x	-	-	-	39.9	config	model
Faster R-CNN	Cascade RPN	R-50-FPN	caffe	1x	-	-	-	40.4	config	model