Deep learning methods are the de facto solutions to a multitude of medical image analysis tasks. Cardiac MRI segmentation is one such application, which, like many others, requires large number annotated data so that trained network can generalize well. Unfortunately, process having manually curated images by experts both slow and utterly expensive. In this paper, we set out explore whether exp...