2D examples

These scripts demonstrate the capabilities of the 2D scattering transform class, Scattering2D.

Classification of MNIST with scattering

Classification of MNIST with scattering

Scikit-learn transformer example

Scikit-learn transformer example

Plot the 2D wavelet filters

Plot the 2D wavelet filters

Inverting scattering via mse

Inverting scattering via mse

Scattering disk display

Scattering disk display

Regularized inverse of a scattering transform on MNIST

Regularized inverse of a scattering transform on MNIST

Classification on CIFAR10

Classification on CIFAR10

Classification on CIFAR10 (ResNet)

Classification on CIFAR10 (ResNet)

Classification on CIFAR10 (ResNet)

Classification on CIFAR10 (ResNet)