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Deeplab pytorch

All version of deeplab implemented in Pytorch

From dontLoveBugs·Updated October 29, 2025·View on GitHub·

**Deeplab** [Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs](https://arxiv.org/abs/1412.7062) The project is written primarily in Python, first published in 2019. Key topics include: auto-deeplab, deeplab, deeplabv2, deeplabv3, deeplabv3plus.

Deeplab_pytorch

Papers

Deeplab Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Deeplab V2 DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Note that there are still some minor differences between argmax and softmax_loss layers for DeepLabv1 and v2

Deeplab v3 Rethinking Atrous Convolution for Semantic Image Segmentation

Deeplab V3+ Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Auto Deeplab Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

Reference

[1] https://github.com/jfzhang95/pytorch-deeplab-xception

[2] https://github.com/kazuto1011/deeplab-pytorch

Contributors

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This article is auto-generated from dontLoveBugs/Deeplab_pytorch via the GitHub API.Last fetched: 6/20/2026