Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming

Claudio Michaelis, Benjamin Mitzkus, Robert Geirhos +5

The ability to detect objects regardless of image distortions or weather conditions is crucial for real-world applications of deep learning like autonomous driving. We here provide…