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Tensorflow wavelet Layers

Project description

tensorflow-wavelets

Multi Wavelets Transform Neural Networks Layer Duel Tree Complex Wavelets Transform Layer Discrete Wavelets Transform Layer

Enviroment:

  1. conda create --name dwtcnn python=3.6
  2. conda activate dwtcnn
  3. conda install scipy==1.5.2
  4. conda install matplotlib==3.3.4
  5. conda install tensorflow==1.15.0
  6. conda install keras==2.3.1
  7. conda install pywavelets
  8. pip install psnr-hvsm

or just pip install -r requirements.txt

after training use

tensorboard --logdir logs

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