iNNvestigate-GUI - Explaining neural networks through an interactive visualization tool

In recent years, deep neural networks have reached state of the art performance across many different domains. Computer vision in particular has benefited immensely from deep learning. Despite their high performance, deep neural networks often lack interpretability andare mostly regarded as a black box. Therefore, the availability of tools capable to provide insights into the models and identify potential errors is crucial. In this paper we propose iNNvestigate-GUI, an open-source graphical toolbox which offers an extensive set of features for users to interact with and compare different networks.