This is an unofficial implementation of VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation.
- python 3.6
- TensorFlow
- TensorLayer
- NiBabel
- Numpy
- SciPy
- Download ADNI dataset from http://adni.loni.usc.edu. (or other dataset you want)
- Modify file path and run preprocess.py.
- You can skip this step if data augmentation is not required.
- And make sure all of your images have the same size.
- Follow steps in the Data Setup
- Run train.py