Popular GitHub Repositories for Semantic Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

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

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

Gluon CV Toolkit

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

Tools to Design or Visualize Architecture of Neural Network

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)

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

ICCV 2023 论文和开源项目合集

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Using modified BiSeNet for face parsing in PyTorch

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

An open source library and framework for deep learning on satellite and aerial imagery.

An extension of Open3D to address 3D Machine Learning tasks

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

PyTorch for Semantic Segmentation

?RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)