Binary Shadowed MNIST

This repository is meant to provide a version of MNIST dataset, which is shadowed by some percentages with randomly created masks.

Creation

To recreate the dataset, run

python creation.py

You might need to install some dependencies (provided at requirements.txt).

Reading

To use the dataset, read it with the following python code (or any equivalent in another language):

import numpy as np

images = np.fromfile('./data/train/shadow=0.9/images.bin', dtype=np.bool)