Uncertainty Based Detection and Relabeling of Noisy Image Labels

Jan M. Köhler, Maximilian Autenrieth, William H. Beluch

Deep neural networks (DNNs) are powerful tools in computer vision tasks. However, in many realistic scenarios label noise is prevalent in the training images, and overfitting to th…