Visualization of neural networks in virtual reality using Unreal Engine

PubDate: November 2018

Teams: German Aerospace Center

Writers: Marcel Bock；Andreas Schreiber

PDF: Visualization of neural networks in virtual reality using Unreal Engine

Abstract

Many applications today use deep learning to provide intelligent behavior. To understand and explain how deep learning models come to certain decisions can be hard or completely in-transparent. We propose a visualization of convolutional neural networks in Virtual Reality (VR). The interactive application shows the internal processes and allows to inspect the results. Large networks can be visualized in real-time with special rendering techniques.