Doiken23 DeepLab Pytorch Save

Repository for DeepLab family

Project README

DeepLab family

Papers

Contents

  • DeepLab v2 (VGG, ResNet101)
  • DeepLab v3 (ResNet101)
  • DeepLab v3+ (ResNet101)

(DeepLab v2 (VGG16) is a little different from original implementation!!)

description

Network description
DeepLab v2 (VGG, FOV) VGG16 + atrous convolution
DeepLab v2 (VGG, ASPP) VGG16 + atrous spatial pyramid pooling
DeepLab v2 (ResNet, FOV) ResNet101 + atrous convolution
DeepLab v2 (ResNet, ASPP) ResNet101 + atrous spatial pyramid pooling
DeepLab v3 ResNet101 + atrous convolution in cascadea and in parallel
DeepLab v3+ DeepLab v3 + good decoder (and Xception)

LICENSE

  • MIT
    • see LICENSE
Open Source Agenda is not affiliated with "Doiken23 DeepLab Pytorch" Project. README Source: doiken23/DeepLab_pytorch
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6 years ago
License
MIT

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