ODIN

Implementation of 'Enhancing The Reliability Of Out-Of-Distribution Image Detection In Neural Networks'

• Requirements

  • numpy
  • pytorch
  • torchvision

• Command

  • python3 main.py --epsilon [EPSILON] --temperature [TEMPERATURE] --out_dataset [OUT_DATASET]
  • python3 metric.py

Reference

1. Enhancing The Reliability Of Out-Of-Distribution Image Detection In Neural Networks (https://arxiv.org/abs/1706.02690)