Paper Review — An Annotation Saved is an Annotation Earned: Using Fully Synthetic Training for Object Instance Detection

Stefan Hinterstoisser, Olivier Pauly, Hauke Heibel, Martina Marek, Martin Bokeloh

ArXiv link — https://arxiv.org/abs/1902.09967

Research Problem

Data plays an important role in the performance of a machine learning model. Availability of domain specific datasets is a problem and often data needs to be collected and labelled manually — which is time consuming, expensive…