ODIN

May 24, 2020 ยท View on GitHub

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)