Philipp Melzer

Transfer Learning for Machine Learning-based Detection and Separation of Entanglements in Bin-Picking Applications

In this paper, we present a Domain Randomization and a Domain Adaptation approach to transfer experience for entanglement detection and separation from simulation into a real-world bin-picking application. We investigate the influence of different randomization options in image processing and use a…