Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
☆194Jul 25, 2019Updated 6 years ago
Alternatives and similar repositories for robust-detection-benchmark
Users that are interested in robust-detection-benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python package to corrupt arbitrary images.☆470May 6, 2025Updated 11 months ago
- A script that applies the AdaIN style transfer method to arbitrary datasets☆166Jul 5, 2021Updated 4 years 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
- Robust Vision Benchmark☆23Feb 19, 2018Updated 8 years ago
- Robustness properties of Facebook's ResNeXt WSL models☆15Dec 7, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Corruption and Perturbation Robustness (ICLR 2019)☆1,145Aug 24, 2022Updated 3 years ago
- ☆35Aug 30, 2021Updated 4 years ago
- Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)☆38May 16, 2024Updated last year
- GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets☆173Aug 28, 2019Updated 6 years ago
- Official repository for "Stylized Adversarial Training" (TPAMI 2022)☆11Dec 30, 2022Updated 3 years ago
- A fast and efficient way to compute a differentiable bound on the singular values of convolution layers☆12Nov 22, 2019Updated 6 years ago
- Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)☆721May 2, 2024Updated last year
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆279Jul 23, 2021Updated 4 years ago
- Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv …☆37Aug 2, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)☆673Nov 30, 2019Updated 6 years ago
- Code for "Don't trust your eyes: on the (un)reliability of feature visualizations" (ICML 2024)☆34Nov 15, 2023Updated 2 years ago
- State-of-the-art data augmentation search algorithms in PyTorch☆47Aug 7, 2023Updated 2 years ago
- Reference implementation of the PAL optimizer☆20Oct 20, 2020Updated 5 years ago
- ☆45Oct 29, 2018Updated 7 years ago
- Lists the papers related to imbalance problems in object detection [TPAMI]☆1,132Jul 29, 2021Updated 4 years ago
- The code of Switchable Normalization for object detection based on Detectron.pytorch.☆78Jul 26, 2018Updated 7 years ago
- Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation☆117Nov 23, 2019Updated 6 years ago
- Code for the paper: Adversarial Training Against Location-Optimized Adversarial Patches. ECCV-W 2020.☆47Oct 3, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CVPR'19] Trust Region Based Adversarial Attack☆20Dec 11, 2020Updated 5 years ago
- Composite Backbone Network (AAAI20)☆403May 15, 2020Updated 5 years ago
- ☆262Jul 29, 2019Updated 6 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆359Apr 17, 2025Updated 11 months ago
- Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)☆100Jun 10, 2022Updated 3 years ago
- A list of recent WSOD paper☆16Nov 1, 2020Updated 5 years ago
- Code for NeurIPS 2019 paper: "Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution"☆183Dec 31, 2019Updated 6 years ago
- CVPR18 Paper: Multi-scale Location-aware Kernel Representation for Object Detection☆106Jun 16, 2021Updated 4 years ago
- RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]☆772Mar 31, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A virtual webcam that applies Neural Style Transfer to the physical webcam video stream and can be used like any other webcam in all type…☆37Oct 6, 2022Updated 3 years ago
- NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)☆196Jun 10, 2020Updated 5 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆136Nov 25, 2020Updated 5 years ago
- ☆11Sep 20, 2019Updated 6 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆992Mar 12, 2026Updated last month
- ☆18Jul 24, 2023Updated 2 years ago
- Object detection, 3D detection, and pose estimation using center point detection:☆7,554Mar 2, 2023Updated 3 years ago