Semantic Segmentation

Semantic Segmentation

2020/08/23

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https://medium.com/@mario.sb93/semantic-segmentation-for-dummies-30206769383e

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一、經典

FCN、DeconvNet、SegNet、U-Net、U-Net++、

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二、擴張卷積

DilatedNet、ENet、DRN、Fast FCN、
FC-CRF、
DeepLabv1、DeepLabv2、DeepLabv3、DeepLabv3+、Gated-SCNN、

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三、較新

ResNet-38、Tiramisu、
RefineNet、RefineNet-LW、RefineNet-AA、VPLR、
PSPNet、ICNet、BiSeNet、Fast-SCNN、
BlitzNet。

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Semantic Segmentation
https://hemingwang.blogspot.com/2019/01/semantic-segmentation.html

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FCN
http://hemingwang.blogspot.com/2018/02/deep-learningfcn.html
https://hemingwang.blogspot.com/2019/11/fcn.html

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DeconvNet
https://hemingwang.blogspot.com/2019/11/deconvnet.html 

SegNet
https://hemingwang.blogspot.com/2019/11/segnet.html

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DilatedNet
https://hemingwang.blogspot.com/2019/11/dilatednet.html

ENet
https://hemingwang.blogspot.com/2019/11/enet.html

DRN
https://hemingwang.blogspot.com/2019/11/drn.html 

FastFCN
https://hemingwang.blogspot.com/2019/12/fastfcn.html

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FC-CRF
https://hemingwang.blogspot.com/2019/11/fc-crf.html

DeepLab
https://hemingwang.blogspot.com/2019/10/deeplab.html

DeepLab v1
https://hemingwang.blogspot.com/2019/11/deeplab-v1.html

DeepLab v2
https://hemingwang.blogspot.com/2019/11/deeplab-v2.html

DeepLab v3
https://hemingwang.blogspot.com/2019/11/deeplab-v3.html

DeepLab v3+
https://hemingwang.blogspot.com/2019/11/deeplab-v3-plus.html

Gated-SCNN
https://hemingwang.blogspot.com/2019/12/gated-scnn.html

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ResNet-38
https://hemingwang.blogspot.com/2019/11/resnet-38.html

Tiramisu
https://hemingwang.blogspot.com/2019/12/tiramisu.html

RefineNet
https://hemingwang.blogspot.com/2019/11/refinenet.html

RefineNet-LW
https://hemingwang.blogspot.com/2019/11/refinenet-lw.html

RefineNet-AA
https://hemingwang.blogspot.com/2019/11/refinenet-aa.html

VPLR
https://hemingwang.blogspot.com/2019/12/vplr.html

PSPNet
https://hemingwang.blogspot.com/2019/10/pspnet.html

ICNet
https://hemingwang.blogspot.com/2019/11/icnet.html

BiSeNet
https://hemingwang.blogspot.com/2019/11/bisenet.html

Fast-SCNN
https://hemingwang.blogspot.com/2019/11/fast-scnn.html

BlitzNet
https://hemingwang.blogspot.com/2019/11/blitznet.html

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ParseNet
https://hemingwang.blogspot.com/2020/08/parsenet.html

HRNet
https://hemingwang.blogspot.com/2020/08/hrnet.html

OCRNet
https://hemingwang.blogspot.com/2020/08/ocrnet.html

SegFix
https://hemingwang.blogspot.com/2020/08/segfix.html

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