Synthetic-to-Real Domain Adaptation using Contrastive Unpaired Translation

Benedikt T. Imbusch, Max Schwarz, Sven Behnke

The usefulness of deep learning models in robotics is largely dependent on the availability of training data. Manual annotation of training data is often infeasible. Synthetic data…