MaochengHu 576cda45b8 first commit		пре 2 година
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README.md	576cda45b8 first commit	пре 2 година
faster_rcnn_res2net50_vb_26w_4s_fpn_1x_coco.yml	576cda45b8 first commit	пре 2 година
mask_rcnn_res2net50_vb_26w_4s_fpn_2x_coco.yml	576cda45b8 first commit	пре 2 година
mask_rcnn_res2net50_vd_26w_4s_fpn_2x_coco.yml	576cda45b8 first commit	пре 2 година

Res2Net

Introduction

Res2Net: A New Multi-scale Backbone Architecture: https://arxiv.org/abs/1904.01169

@article{DBLP:journals/corr/abs-1904-01169,
author    = {Shanghua Gao and
           Ming{-}Ming Cheng and
           Kai Zhao and
           Xinyu Zhang and
           Ming{-}Hsuan Yang and
           Philip H. S. Torr},
title     = {Res2Net: {A} New Multi-scale Backbone Architecture},
journal   = {CoRR},
volume    = {abs/1904.01169},
year      = {2019},
url       = {http://arxiv.org/abs/1904.01169},
archivePrefix = {arXiv},
eprint    = {1904.01169},
timestamp = {Thu, 25 Apr 2019 10:24:54 +0200},
biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1904-01169},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

Model Zoo

Backbone	Type	Image/gpu	Lr schd	Inf time (fps)	Box AP	Mask AP	Download	Configs
Res2Net50-FPN	Faster	2	1x	-	40.6	-	model	config
Res2Net50-FPN	Mask	2	2x	-	42.4	38.1	model	config
Res2Net50-vd-FPN	Mask	2	2x	-	42.6	38.1	model	config

Note: all the above models are trained with 8 gpus.

README.md

Res2Net

Introduction

Model Zoo