OpenNet

Code for research paper "Learning a Neural Network based Representation for Open Set Recognition" M. Hassen, P. K. Chan (https://doi.org/10.1137/1.9781611976236.18 , http://arxiv.org/abs/1802.04365)

If you use this code please cite the paper.

@inproceedings{hassen2020learning,
  title={Learning a neural-network-based representation for open set recognition},
  author={Hassen, Mehadi and Chan, Philip K},
  booktitle={Proceedings of the 2020 SIAM International Conference on Data Mining},
  pages={154--162},
  year={2020},
  organization={SIAM}
}

Requirements

• Tensorflow (tested with version 1.3)
• Numpy (tested with version 1.13.1)
• Scipy (tested with version 0.19.1)
• For openmax experiments you will need to clone https://github.com/abhijitbendale/OSDN into the this directory.