Estimating label quality and errors in semantic segmentation data via any model

The soft-minimum of the model-estimated likelihoods of each pixel’s annotated class – that is particularly effective to identify images that are mislabeled, across multiple types of annotation error

July 2023 · Vedang Lad, Jonas Mueller