WaveletScattering.jl

Wavelet scattering in Julia
Author lostanlen
Popularity
7 Stars
Updated Last
1 Year Ago
Started In
July 2015

WaveletScattering.jl

Build Status Coverage Status

This package intends to provide fast scattering transforms of images, sounds and videos. Scattering coefficients are powerful features for signal-based machine learning tasks, as they offer a great discriminability while discarding non-informative variability, such as rigid motions, frequency transpositions, and elastic deformations.

Its design is inspired from the scattering.m toolbox, while taking advantage of Julia's multiple dispatch and in-place operations.

The development of this package has been stopped and superseded by Kymatio, a PyTorch/Keras/NumPy implementation: https://github.com/kymatio/kymatio