Understanding Wavelets, Part 5: Machine Learning and Deep Learning with Wavelet Scattering

Wavelet scattering networks help you obtain low-variance features from signals and images for use in machine learning and deep learning applications. Scattering networks help you automatically obtain features that minimize differences within a class while preserving discriminability across classes. An important distinction between the scattering network and deep learning framework is that the filters are defined a priori as opposed to being learned as in the case of deep convolutional networks. As the scatt