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Project description
Wavelet Transform for Pytorch
This package provides a differentiable Pytorch implementation of the Haar wavelet transform.
Usage
import torch
import matplotlib.pyplot as plt
from skimage import data
import pytorch_wavelet as wavelet
x = torch.from_numpy(data.camera())
a = wavelet.visualize(x, Nlayers = 2)
plt.figure()
plt.subplot(121)
plt.imshow(x)
plt.title('Image')
plt.subplot(122)
plt.imshow(a)
plt.title('Wavelet Decomposition')
Install
pip install pytorch-wavelet
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