Semi-Supervised and Task-Driven Data Augmentation

Krishna Chaitanya, Neerav Karani, Christian Baumgartner +3

Supervised deep learning methods for segmentation require large amounts of labelled training data, without which they are prone to overfitting, not generalizing well to unseen imag…