SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding

Morgan Heisler, Amin Banitalebi-Dehkordi, Yong Zhang

Data augmentation is an essential technique in improving the generalization of deep neural networks. The majority of existing image-domain augmentations either rely on geometric an…