PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Semantic Segmentation Architectures Implemented in PyTorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

3D U-Net model for volumetric semantic segmentation written in pytorch

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

PyTorch for Semantic Segmentation

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

Semantic Segmentation in Pytorch

Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering"

SOTA Semantic Segmentation Models in PyTorch

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

This is the official PyTorch implementation of the paper Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP.

PyTorch实现高分遥感语义分割（地物分类）

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Semantic Instance Segmentation with a Discriminative Loss Function in PyTorch

Pytorch code for semantic segmentation using ERFNet

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

采用Pytorch的入门语义分割项目，支持的网络有Unet和Segnet；遥感语义分割；Unet；Segnet；Remote sensing semantic segmentation；

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

A semantic segmentation toolbox based on PyTorch

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

[ECCV 2020] PyTorch Implementation of some RGBD Semantic Segmentation models.

semantic segmentation，pytorch，non-local

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch