Open-CD is an open source change detection toolbox based on a series of open source general vision task tools. Forked repo https://github.com/likyoo/open-cd/
git clone git@github.com:AgustinNormand/open-cd.git
cd open-cd
git checkout dev-1.x-3PNG-1PNG
# Install OpenMMLab Toolkits as Python packages
pip install -U openmim
mim install mmengine
mim install "mmcv>=2.0.0"
mim install "mmpretrain>=1.0.0rc6"
pip install "mmsegmentation>=1.0.0rc6, <1.1.0."
pip install "mmdet>=3.0.0rc6, <3.1.0"
pip install -v -e .
train
python tools/train.py configs/tinycd/tinycd_256x256_40k_chaco.py --work-dir ./tinycd_chaco_workdir
infer
# get .png results
python tools/test.py configs/tinycd/tinycd_256x256_40k_chaco.py tinycd_chaco_workdir/latest.pth --show-dir tmp_infer
# get metrics
python tools/test.py configs/tinycd/tinycd_256x256_40k_chaco.py tinycd_chaco_workdir/latest.pth
If you find this project useful in your research, please consider cite:
@article{fang2022changer,
title={Changer: Feature Interaction is What You Need for Change Detection},
author={Sheng Fang and Kaiyu Li and Zhe Li},
year={2022},
eprint={2209.08290},
archivePrefix={arXiv},
primaryClass={cs.CV}
}Open-CD is released under the Apache 2.0 license.