A Topological "Reading" Lesson: Classification of MNIST using TDA

Adélie Garin, Guillaume Tauzin

We present a way to use Topological Data Analysis (TDA) for machine learning tasks on grayscale images. We apply persistent homology to generate a wide range of topological feature…