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

• UpdatedMar 24, 2025
• Python

DeepLab v3+ model in PyTorch. Support different backbones.

• UpdatedAug 4, 2024
• Python

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

• UpdatedJul 5, 2024
• Python

[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentationhttps://arxiv.org/abs/2001.10331

• UpdatedSep 25, 2023
• Jupyter Notebook

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

• UpdatedMar 6, 2020
• Python

LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation

• UpdatedMar 24, 2020
• Python

DeepGlobe Land Cover Classification Challenge遥感影像语义分割

• UpdatedMay 20, 2020
• Python

DeepLabV3+ implemented in TensorFlow2.0

• UpdatedSep 9, 2021
• Jupyter Notebook

semantic segmentation pytorch 语义分割

• UpdatedMay 10, 2021
• Python

Real-time semantic image segmentation on mobile devices

• UpdatedMar 24, 2023
• Python

Pytorch implementation and extension of "DocUnet: Document Image Unwarping via A Stacked U-Net"

• UpdatedJul 2, 2020
• Python

图像分割算法deeplab_v3+，基于tensorflow，中文注释，摄像头可用

• UpdatedDec 9, 2018
• Python

This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.

• UpdatedNov 23, 2018
• Python

TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation

• UpdatedDec 29, 2022
• Python

deeplabv3plus (Google's new algorithm for semantic segmentation) in keras：Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

• UpdatedMar 25, 2018
• Python

Using deepLabv3+ to segment humans

• UpdatedFeb 4, 2021
• Python

DeepLabV3+ with squeeze and excitation network for human image segmentation in TensorFlow 2.5.0

• UpdatedAug 22, 2021
• Python

Try to implement deeplab v3+ on pytorch according to offical demo.

• UpdatedJul 20, 2018
• Python

Base on tensorrt version 8.2.4, compare inference speed for different tensorrt api.

• UpdatedMar 7, 2025
• Python

Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation

• UpdatedSep 15, 2020
• Python