Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

computer-vision models image-processing transformers pytorch imagenet segmentation image-segmentation unet dpt semantic-segmentation pretrained-weights pspnet fpn deeplabv3 unet-pytorch deeplab-v3-plus segmentation-models unetplusplus segformer

• Updated Nov 9, 2026
• Python

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

pytorch transformer image-segmentation semantic-segmentation vessel-segmentation pspnet medical-image-segmentation deeplabv3 retinal-vessel-segmentation realtime-segmentation swin-transformer

• Updated Aug 13, 2024
• Python

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

tensorflow keras segmentation densenet resnet image-segmentation unet keras-models resnext pre-trained keras-tensorflow mobilenet pspnet pretrained fpn keras-examples linknet segmentation-models tensorflow-keras efficientnet

• Updated Aug 21, 2024
• Python

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

twins semantic-segmentation deeplab pspnet deeplabv3 ocrnet isnet mcibi segfomer maskformer segment-anything mobilesam mask2former samhq edgesam segment-anything-2

• Updated Jul 30, 2026
• Python

PyTorch Implementations for DeeplabV3 and PSPNet

pytorch semantic-segmentation pspnet deeplabv3 pytorch-segmentation-toolbox cityscape-dataset

• Updated Feb 20, 2020
• Python

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

deep-learning pytorch unet semantic-segmentation deeplab pspnet icnet bisenet portrait-segmentation human-segmentation

• Updated Nov 22, 2022
• Jupyter Notebook

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.

neural-network cpp models pytorch imagenet resnet image-segmentation unet semantic-segmentation resnext pretrained-weights pspnet fpn deeplabv3 deeplabv3plus libtorch pytorch-cpp pytorch-cpp-frontend pretrained-backbones libtorch-segment

• Updated Dec 7, 2023
• C++

A semantic segmentation toolbox based on PyTorch

pytorch unet semantic-segmentation pspnet fpn deeplabv3 deeplabv3plus

• Updated Nov 29, 2021
• Python

Satellite Image Classification using semantic segmentation methods in deep learning

machine-learning computer-vision deep-learning tensorflow keras artificial-intelligence remote-sensing unet semantic-segmentation satellite-images pspnet satellite-image-classification

• Updated Mar 24, 2023
• Python

TensorFlow-based implementation of "Pyramid Scene Parsing Network".

semantic-segmentation cityscapes pspnet ade20k pspnet-tensorflow

• Updated Jun 3, 2019
• Python

ICNet and PSPNet-50 in Tensorflow for real-time semantic segmentation

tensorflow semantic-segmentation pspnet icnet

• Updated Nov 5, 2019
• Python

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

computer-vision tensorflow segmentation fcn image-segmentation unet semantic-segmentation deeplab pspnet fpn segmentation-model segmentation-models hrnet danet ocnet cfnet acfnet ocrnet tensorflow-macos

• Updated May 1, 2023
• Python

semantic segmentation pytorch 语义分割

pytorch unet hed pspnet deeplab-v3-plus hf-fcn

• Updated May 10, 2021
• Python

Pytorch implementation of FCN, UNet, PSPNet, and various encoder models.

computer-vision deep-learning pytorch vgg resnet fcn convolutional-networks vgg16 unet semantic-segmentation pspnet resnet50 fcn8s mobileunet

• Updated Aug 14, 2020
• Python

Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.

tensorflow enet semantic-segmentation cityscapes pspnet ade20k icnet fcn-8s

• Updated Apr 3, 2018
• Python

PSPNet in Chainer

python deep-learning chainer imagenet convolutional-neural-networks semantic-segmentation pascal-voc cityscapes pspnet ade20k

• Updated Oct 9, 2018
• Python

Lots of semantic image segmentation implementations in Tensorflow/Keras

tensorflow enet fcn image-segmentation unet segnet mask-rcnn refinenet pspnet fc-densenet linknet decouplednet gan-ss g-frnet mscoo-dataset

• Updated May 4, 2019
• Python

PyTorch re-implementation of PSPNet

pytorch semantic-segmentation pspnet

• Updated Jan 13, 2019
• Python

Implemetation of Pyramid Scene Parsing Network in Pytorch

python caffe pytorch semantic-segmentation pspnet

• Updated Dec 5, 2019
• Python

1D and 2D Segmentation Models with options such as Deep Supervision, Guided Attention, BiConvLSTM, Autoencoder, etc.

autoencoder segmentation unet pspnet fpn unet-nested tensorflow2 bcdu-net keras-tensoflow multiresunet unet-plusplus unet3plus deep-supervision unet-ensembled unet-plus attention-guided sedunet mgcunet denseinceptionunet ibaunet

• Updated Jun 9, 2024
• Python