Implementation of the method it: Scale equivariance in CNNs with vector fields (ICML Workshops 2018), D Marcos, B Kellenberger, S Lobry, D Tuia https://arxiv.org/pdf/1807.11783.pdf
Implementation based on the work of Anders U. Waldeland https://github.com/COGMAR/RotEqNet/
To download and setup the MNIST-scale dataset, cd into the mnist folder and run:
python download_mnist.py
python make_mnist_scale.py
To run the MNIST-scale test:
python mnist_test.py
This code has been tested with Python 3.6.
The following python packages are required:
torch
numpy
scipy