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LoG-VMamba Violet Mamba on a Log

LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation

Arxiv: Link

LoG-VMamba

LTX GTX

Comparisons

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.