Artificial Intelligence, Technology, Conference, Iclr 2020, Neural Networks.
detection can be used to classify such a fruit as unseen. OOD detection can be treated as a binary problem that scores each input. The score of in-distribution input should be higher than that of OOD input. The figure below shows the OOD detection by scoring with a maximum prediction probability of