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1. bethgelab/imagecorruptions bethgelab/imagecorruptions Public

   Python package to corrupt arbitrary images.

   Python 417 67

2. bethgelab/robust-detection-benchmark bethgelab/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 181 24

3. bethgelab/robustness bethgelab/robustness Public

   Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.

   Python 131 5

4. bethgelab/game-of-noise bethgelab/game-of-noise Public

   Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image corruptions"

   Python 62 12

5. shift-happens-benchmark/icml-2022 shift-happens-benchmark/icml-2022 Public

   Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)

   Python 37 17

6. brendel-group/AnInfoNCE brendel-group/AnInfoNCE Public

   Python 4