A framework for interactive training of automatic image analysis models based on learned image representations, active learning, and visualization techniques

Abstract. In this thesis work, the problem of applying active learning for a label efficient training of deep learning models is addressed. Firstly, in chapter one, the problem is introduced as well as the objectives and results of this thesis work. In chapter 2, a state of the art of active learnin...