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Unet_DWT

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README

The README file for this repository.

Unet_DWT

Unet based on Wavelet coefficients for segmentation

Dataset format:

Train Folder-----
      img----
          img1.png
          img2.png
          .......
      label---
          label1.png
          label2.png
          .......
Test Folder-----
      img----
          img1.png
          img2.png
          .......
      label---
          label1.png
          label2.png
          .......

Running Command for train.py :

python3 train.py --train_dataset 'your directory' --val_dataset 'your directory' --model_name 'brainus_db2_lvl2' --checkpoint_path 'chk/brainus__lvl2'

Architecture details

Done as a part of the course project for

Wavelets and Filter Banks, JHU Fall 2019.