COMP 650

Open Set

Deep Networks

Aadesh Neupane

Open Set

https://www.wjscheirer.com/projects/openset-recognition/

OpenMax and Meta-Recognition

• Use the penultimate network layer to calculate Meta-Recognition model

• Use Weibull CDF probability on the model returned from the first step to calculate OpenMax probabilities