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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

README.md

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

Introduction

Model Zoo