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Structural Tensor and Frequency Guided Semi-Supervised Segmentation for Medical Images

by Xuesong Leng, Xiaxia Wang, Wenbo Yue, Jianxiu Jin, Guoping Xu

Installation

Ubuntu 22.04 Conda Environment Setup

Create your own conda environment

conda create -n STFA python=3.10 conda activate STFA Install Pytorch == 2.0.0(depends on your NVIDIA driver and you can see your compatible CUDA version at the right hand corner in nvidia-smi) conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia

python required packages

pip install -r requirements.txt

Run

python train_STFA.py

Test

python test_fully.py

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