Prototype Generation: Robust Feature Visualisation for Data Independent Interpretability

Arush Tagade, Jessica Rumbelow

We introduce Prototype Generation, a stricter and more robust form of feature visualisation for model-agnostic, data-independent interpretability of image classification models. We…