bethgelab / imagecorruptions
Python package to corrupt arbitrary images.
☆409Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for imagecorruptions
- A script that applies the AdaIN style transfer method to arbitrary datasets☆155Updated 3 years ago
- Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS …☆182Updated 5 years ago
- Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".☆334Updated last year
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆980Updated 3 months ago
- Compute CNN receptive field size in pytorch in one line☆349Updated 6 months ago
- A General Toolbox for Identifying Object Detection Errors☆704Updated last year
- Semi-supervised learning for object detection☆408Updated last year
- Corruption and Perturbation Robustness (ICLR 2019)☆1,020Updated 2 years ago
- Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper☆732Updated last year
- Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"☆426Updated last year
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆693Updated 2 years ago
- [TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers☆477Updated last year
- Object detection on multiple datasets with an automatically learned unified label space.☆494Updated 8 months ago
- Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)☆506Updated 3 months ago
- Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020☆583Updated 3 years ago
- Python API for LVIS Dataset☆408Updated 8 months ago
- Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'☆332Updated 3 years ago
- Official PyTorch Implementation of Rank & Sort Loss for Object Detection and Instance Segmentation [ICCV2021]☆239Updated 3 years ago
- This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423☆1,032Updated 3 years ago
- PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection☆415Updated 3 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆336Updated 2 months ago
- ☆399Updated 2 years ago
- This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomo…☆625Updated 2 years ago
- [ICML2021] What Makes for End-to-End Object Detection☆650Updated last year
- 🛠 Toolbox to extend PyTorch functionalities☆417Updated 6 months ago
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021☆332Updated 3 years ago
- Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)☆471Updated last year
- 1st place models in Google OpenImage Detection Challenge 2019☆456Updated 3 years ago
- End-to-End Object Detection with Fully Convolutional Network☆495Updated 2 years ago
- source code for ICLR'22 paper "VOS: Learning What You Don’t Know by Virtual Outlier Synthesis"☆310Updated last year