Relaxed softmax: efficient confidence auto-calibration for safe pedestrian detection

As machine learning moves from the lab into the real world, reliability is often of paramount importance. The clearest example are safety-critical applications such as pedestrian detection in autonomous driving. Since algorithms can never be expected to be perfect in all cases, managing reliability...

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Bibliographic Details
Main Authors: Neumann, L, Zisserman, A, Vedaldi, A
Format: Conference item
Language:English
Published: OpenReview 2018