DEAL: Deep Evidential Active Learning for Image Classification

Patrick Hemmer, Niklas Kühl, Jakob Schöffer

Convolutional Neural Networks (CNNs) have proven to be state-of-the-art models for supervised computer vision tasks, such as image classification. However, large labeled data sets…