Pinned

1. foolbox foolbox Public

   A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

   Python 2.7k 419

2. model-vs-human model-vs-human Public

   Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

   Python 319 43

3. robust-detection-benchmark robust-detection-benchmark Public

   Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

   Jupyter Notebook 178 24

4. imagecorruptions imagecorruptions Public

   Python package to corrupt arbitrary images.

   Python 373 61

5. AnalysisBySynthesis AnalysisBySynthesis Public

   Adversarially Robust Neural Network on MNIST.

   Python 64 19

6. stylize-datasets stylize-datasets Public

   A script that applies the AdaIN style transfer method to arbitrary datasets

   Python 153 35