bethgelab / imagecorruptionsView external linksLinks
Python package to corrupt arbitrary images.
☆460May 6, 2025Updated 9 months ago
Alternatives and similar repositories for imagecorruptions
Users that are interested in imagecorruptions are comparing it to the libraries listed below
Sorting:
- Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS …☆192Jul 25, 2019Updated 6 years ago
- A script that applies the AdaIN style transfer method to arbitrary datasets☆166Jul 5, 2021Updated 4 years ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,136Aug 24, 2022Updated 3 years ago
- This repository provides code for "On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness".☆46Nov 6, 2022Updated 3 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆989May 30, 2025Updated 8 months ago
- Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image cor…☆62May 24, 2023Updated 2 years ago
- Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)☆525Jan 12, 2026Updated last month
- 3D Common Corruptions and Data Augmentation, CVPR 2022 [Oral]☆88Apr 11, 2023Updated 2 years ago
- This is the implementation of the paper “PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection” (MM 20…☆24Jan 30, 2026Updated 2 weeks ago
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆281Jul 23, 2021Updated 4 years ago
- ☆143Oct 2, 2020Updated 5 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆358Apr 17, 2025Updated 9 months ago
- 1st place models in Google OpenImage Detection Challenge 2019☆458Apr 4, 2021Updated 4 years ago
- AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.☆3,477Aug 23, 2024Updated last year
- Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, N…☆75May 3, 2024Updated last year
- PyTorch implementation of the ECCV 2020 paper "Gabor Layers Enhance Network Robustness".☆31Jul 14, 2020Updated 5 years ago
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆175Jul 25, 2024Updated last year
- Code for "Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shift". (NeurIPS 24)☆15Apr 21, 2025Updated 9 months ago
- Lists the papers related to imbalance problems in object detection [TPAMI]☆1,133Jul 29, 2021Updated 4 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,351Updated this week
- Codebase for Image Classification Research, written in PyTorch.☆2,169Mar 20, 2024Updated last year
- This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomo…☆642Feb 28, 2022Updated 3 years ago
- All-in-one Toolbox for Computer Vision Research.☆661Mar 10, 2023Updated 2 years ago
- FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)☆3,347Dec 9, 2023Updated 2 years ago
- RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]☆768Mar 31, 2025Updated 10 months ago
- Code of the all the data augmentation [ Based on our survey, that will soon be published ]☆10Jul 5, 2023Updated 2 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,269Jun 25, 2025Updated 7 months ago
- Object detection, 3D detection, and pose estimation using center point detection:☆7,542Mar 2, 2023Updated 2 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,403Aug 21, 2024Updated last year
- Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".☆77Jul 28, 2023Updated 2 years ago
- Various test models in WNNX format. It can view with `pip install wnetron && wnetron`☆12Jun 22, 2022Updated 3 years ago
- Python package to download and use the SSB datasets☆11Aug 3, 2023Updated 2 years ago
- [TPAMI 2024] The official implementation of "Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clu…☆11Mar 19, 2024Updated last year
- OpenVINO Training Extensions Object Detection☆93Mar 8, 2023Updated 2 years ago
- Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object D…☆783Dec 12, 2022Updated 3 years ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,116Apr 22, 2022Updated 3 years ago
- Image augmentation for machine learning experiments.☆14,728Jul 30, 2024Updated last year
- D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)☆299Sep 4, 2020Updated 5 years ago
- Attacking Optical Flow (ICCV 2019)☆59Apr 28, 2020Updated 5 years ago