Awesome
<a href=https://arxiv.org/pdf/2408.14415>LoG-VMamba</a> <img src="imgs/icon1.jpeg" alt="Violet Mamba on a Log" width="70"/>
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation
Arxiv: <a href=https://arxiv.org/abs/2408.14415>Link</a>
Dependencies
We provide file env.yaml
for dependencies.
Installation
conda env create -f env.yaml
conda activate log_vmamba
pip install -e .
Split data
cd mlpipeline/utils
python split_brats.py
Training
python -m mlpipeline.train.run experiment=${EXP_NAME} \
model.params.cfg.arch=${ARCH_NAME}
where
- <EXP_NAME>: experiment setting can be
brats_sem_seg
. - <ARCH_NAME>: architecture name can be
UMambaEncDC_K1
.