conda create -n FusionMamba python=3.8
conda activate FusionMamba
pip install torch==1.13.0 torchvision==0.14.0 torchaudio==0.13.0 --extra-index-url https://download.pytorch.org/whl/cu117
pip install packaging pip install timm==0.4.12
pip install pytest chardet yacs termcolor
pip install submitit tensorboardX
pip install triton==2.0.0
pip install causal_conv1d==1.0.0 # causal_conv1d-1.0.0+cu118torch1.13cxx11abiFALSE-cp38-cp38-linux_x86_64.whl
pip install mamba_ssm==1.0.1 # mmamba_ssm-1.0.1+cu118torch1.13cxx11abiFALSE-cp38-cp38-linux_x86_64.whl
pip install scikit-learn matplotlib thop h5py SimpleITK scikit-image medpy yacs
dataset
/dataset/
set00-setXX/
V000-VXXX/
IRimages
VISimages
This file is an infrared and visible light model file. Its training hyperparameters have been written so you can use them as you wish. link:https://pan.baidu.com/s/1wHqLA3R2ovZyEfTC00wwsg?pwd=6yr2 password:6yr2
python train.py
python test.py
@article{xie2024fusionmamba, title={Fusionmamba: Dynamic feature enhancement for multimodal image fusion with mamba}, author={Xie, Xinyu and Cui, Yawen and Ieong, Chio-In and Tan, Tao and Zhang, Xiaozhi and Zheng, Xubin and Yu, Zitong}, journal={arXiv preprint arXiv:2404.09498}, year={2024} }