Improving generalization with synthetic training data for deep learning based quality inspection

Antoine Cordier, Pierre Gutierrez, Victoire Plessis

Automating quality inspection with computer vision techniques is often a very data-demanding task. Specifically, supervised deep learning requires a large amount of annotated image…