Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation

Micha Pfeiffer, Isabel Funke, Maria R. Robu +12

In the medical domain, the lack of large training data sets and benchmarks is often a limiting factor for training deep neural networks. In contrast to expensive manual labeling, c…