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Documents: https://cssegmentation.readthedocs.io/en/latest/

Introduction

CSSegmentation: An Open Source Continual Semantic Segmentation Toolbox Based on PyTorch. You can star this repository to keep track of the project if it's helpful for you, thank you for your support.

Major Features

Benchmark and Model Zoo

Supported Encoder

EncoderModel ZooPaper LinkCode Snippet
ResNetclickCVPR 2016click

Supported Decoder

DecoderModel ZooPaper LinkCode Snippet
Deeplabv3clickArXiv 2017click

Supported Runner

RunnerModel ZooPaper LinkCode Snippet
EWFclick (under developing)CVPR 2023click
UCDclick (under developing)TPAMI 2022click
RCILclick (under developing)CVPR 2022click
REMINDERclick (under developing)CVPR 2022click
CAFclick (under developing)TMM 2022click
SDRclick (under developing)CVPR 2021click
PLOPclickCVPR 2021click
MIBclickCVPR 2020click
ILTclickICCVW 2019click

Supported Datasets

DatasetProject LinkPaper LinkCode Snippet
ADE20kClickCVPR 2017Click
PASCAL VOCClickIJCV 2010Click

Citation

If you use this framework in your research, please cite this project:

@misc{csseg2023,
    author = {Zhenchao Jin},
    title = {CSSegmentation: An Open Source Continual Semantic Segmentation Toolbox Based on PyTorch},
    year = {2023},
    publisher = {GitHub},
    journal = {GitHub repository},
    howpublished = {\url{https://github.com/SegmentationBLWX/cssegmentation}},
}