Dataset Augmentation with Synthetic Images Improves Semantic Segmentation

no code implementations • 4 Sep 2017 • Manik Goyal, Param Rajpura, Hristo Bojinov, Ravi Hegde

Although Deep Convolutional Neural Networks trained with strong pixel-level annotations have significantly pushed the performance in semantic segmentation, annotation efforts required for the creation of training data remains a roadblock for further improvements.

Semantic Segmentation