COMP 650

Open Set

Deep Networks

Aadesh Neupane

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

Open Set

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

Softmax vs Openmax

5

5

Openmax Pipeline

OpenMax Results

F-measure : 0.8081

OpenMax Results

F-measure : 0.8978

Demo

https://github.com/aadeshnpn/OSDN

Future Work

• Train CNN on ImageNet and check it performance for adversarial examples

Questions?