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Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets
Jan. 31, 2024, 3:43 p.m. | Jens Henriksson Christian Berger Stig Ursing Markus Borg
cs.CV updates on arXiv.org arxiv.org
This work evaluates rejecting outputs from semantic segmentation DNNs by applying a Mahalanobis distance (MD) based on the most probable class-conditional Gaussian distribution for the predicted class as an OOD score. The evaluation follows …
applications autonomous autonomous driving cs.cv cs.lg datasets detection distribution driving evaluation networks neural networks performance safety safety measures samples trade trade-off verification work
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