Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
☆193Jul 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
Sorting:
- Python package to corrupt arbitrary images.☆464May 6, 2025Updated 10 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
- GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets☆173Aug 28, 2019Updated 6 years ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,138Aug 24, 2022Updated 3 years ago
- Robustness properties of Facebook's ResNeXt WSL models☆15Dec 7, 2019Updated 6 years ago
- Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)☆722May 2, 2024Updated last year
- The code of Switchable Normalization for object detection based on Detectron.pytorch.☆78Jul 26, 2018Updated 7 years ago
- CVPR18 Paper: Multi-scale Location-aware Kernel Representation for Object Detection☆106Jun 16, 2021Updated 4 years ago
- Training of object detection networks with PyTorch☆16Jul 8, 2023Updated 2 years ago
- FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)☆674Nov 30, 2019Updated 6 years ago
- Official repository for "Stylized Adversarial Training" (TPAMI 2022)☆11Dec 30, 2022Updated 3 years ago
- State-of-the-art data augmentation search algorithms in PyTorch☆47Aug 7, 2023Updated 2 years ago
- Composite Backbone Network (AAAI20)☆404May 15, 2020Updated 5 years ago
- Lists the papers related to imbalance problems in object detection [TPAMI]☆1,132Jul 29, 2021Updated 4 years ago
- Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation☆117Nov 23, 2019Updated 6 years ago
- Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!☆812Feb 16, 2021Updated 5 years ago
- ☆45Oct 29, 2018Updated 7 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
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆280Jul 23, 2021Updated 4 years ago
- ☆34Aug 30, 2021Updated 4 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
- Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)☆38May 16, 2024Updated last year
- Switchable Normalization for semantic image segmentation and scene parsing.☆49Oct 22, 2018Updated 7 years ago
- ☆262Jul 29, 2019Updated 6 years ago
- NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)☆196Jun 10, 2020Updated 5 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
- A simple extendable library for training and evaluating Deep Convolutional Neural Networks focussing on real-time image classification an…☆110Jun 8, 2018Updated 7 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988May 30, 2025Updated 9 months ago
- Object detection, 3D detection, and pose estimation using center point detection:☆7,546Mar 2, 2023Updated 3 years ago
- STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)☆479Oct 23, 2023Updated 2 years ago
- Semantic Segmentation☆170Apr 10, 2020Updated 5 years ago
- Data Augmentation for Object Detection via Progressive and Selective Instance-Switching☆77Nov 20, 2020Updated 5 years ago
- ☆150Jul 18, 2020Updated 5 years ago
- A PyTorch Detectron codebase for domain adaptation of object detectors.☆117Jun 12, 2019Updated 6 years ago
- Localization Recall Precision Performance Metric toolkit for PASCAL-VOC, COCO datasets with Python and MATLAB implementations.☆63Dec 16, 2020Updated 5 years ago
- this repo attemps to reproduce DSOD: Learning Deeply Supervised Object Detectors from Scratch use gluon reimplementation☆14Aug 18, 2018Updated 7 years ago
- Code for "Don't trust your eyes: on the (un)reliability of feature visualizations" (ICML 2024)☆34Nov 15, 2023Updated 2 years ago