We introduce ACDC, the Adverse Conditions Dataset with Correspondences for training and testing semantic segmentation methods on adverse visual conditions. ACDC supports two tasks: 1. standard semantic segmentation 2. uncertainty-aware semantic segmentation
23 PAPERS • 4 BENCHMARKS
…These attributes allow the usage of Dark Zurich as a dataset to build models and systems that perform: 1) domain adaptation (unsupervised, weakly supervised or semi-supervised), e.g. for semantic segmentation
49 PAPERS • 3 BENCHMARKS