June 15, 2018

Inside the black box: understanding Deep Convolutional Neural Networks through visualization

Despite their complexity, Deep Convolutional Neural Networks (CNN) are nowadays state of the art in pattern recognition and achieve results comparable to human classifying images. As described in one of our recent publication, we can get a better knowledge about CNN to improve the learning procedure and detect corruptions in data sets.