PulseFocusPlatform/static/configs/gcnet/README.md

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Introduction

• GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond : https://arxiv.org/abs/1904.11492

@article{DBLP:journals/corr/abs-1904-11492,
  author    = {Yue Cao and
               Jiarui Xu and
               Stephen Lin and
               Fangyun Wei and
               Han Hu},
  title     = {GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond},
  journal   = {CoRR},
  volume    = {abs/1904.11492},
  year      = {2019},
  url       = {http://arxiv.org/abs/1904.11492},
  archivePrefix = {arXiv},
  eprint    = {1904.11492},
  timestamp = {Tue, 09 Jul 2019 16:48:55 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1904-11492},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

Model Zoo

Backbone	Type	Context	Image/gpu	Lr schd	Inf time (fps)	Box AP	Mask AP	Download	Configs
ResNet50-vd-FPN	Mask	GC(c3-c5, r16, add)	2	2x	15.31	41.4	36.8	model	config
ResNet50-vd-FPN	Mask	GC(c3-c5, r16, mul)	2	2x	15.35	40.7	36.1	model	config