Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift

no code implementations • 31 May 2021 • Sebastian Cygert, Bartłomiej Wróblewski, Karol Woźniak, Radosław Słowiński, Andrzej Czyżewski

While recent computer vision algorithms achieve impressive performance on many benchmarks, they lack robustness - presented with an image from a different distribution, (e. g. weather or lighting conditions not considered during training), they may produce an erroneous prediction.

Data Augmentation Semantic Segmentation +1