Out-of-Distribution Detection for Automotive Perception

Julia Nitsch, Masha Itkina, Ransalu Senanayake +5

Neural networks (NNs) are widely used for object classification in autonomous driving. However, NNs can fail on input data not well represented by the training dataset, known as ou…