bethgelab / robust-detection-benchmarkLinks
Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
☆186Updated 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:
- A script that applies the AdaIN style transfer method to arbitrary datasets☆160Updated 4 years ago
- A PyTorch Detectron codebase for domain adaptation of object detectors.☆117Updated 6 years ago
- Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]☆184Updated 6 years ago
- Filter Response Normalization Layer in PyTorch☆121Updated 5 years ago
- Multi-task Self-supervised Object Detection via Recycling of Bounding Box Annotations (CVPR, 2019)☆128Updated 4 years ago
- ☆151Updated 5 years ago
- ☆181Updated 2 years ago
- This project shows how to analyze the influences of object characteristics on detection performance and the frequency and impact of diffe…☆41Updated 8 years ago
- Localization Recall Precision Performance Metric toolkit for PASCAL-VOC, COCO datasets with Python and MATLAB implementations.☆63Updated 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…☆61Updated 2 years ago
- [ECCV 2020] DADA: Differentiable Automatic Data Augmentation☆190Updated 2 years ago
- Code for calculating the upper bound AP in object detection☆81Updated 5 years ago
- ☆83Updated 4 years ago
- Official PyTorch Implementation of aLRP Loss [NeurIPS2020]☆139Updated 4 years ago
- ☆90Updated 6 years ago
- Official repository of CVPR 2020 paper "On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location"☆69Updated 3 years ago
- Code for Towards Streaming Perception (ECCV 2020)☆102Updated 4 years ago
- My summary of papers to read☆118Updated 4 years ago
- ☆63Updated 6 years ago
- An official collection of code in different frameworks that reproduces experiments in "Group Normalization"☆118Updated 4 years ago
- ☆132Updated 5 years ago
- Detecting the Unexpected via Image Resynthesis☆57Updated 4 years ago
- Data Augmentation for Object Detection via Progressive and Selective Instance-Switching☆77Updated 4 years ago
- A Pytorch implementation of Fast AutoAugment and EfficientNet☆119Updated 6 years ago
- ECCV 2018 - Where are the Blobs: Counting by Localization with Point Supervision. This is a ServiceNow Research project that was started…☆174Updated 5 months ago
- Evaluation code for using probabilistic detection quality (PDQ) measure for probabilistic object detection tasks. Currently supports COCO…☆41Updated 2 years ago
- Bounding box augmentations for Pytorch☆122Updated 4 years ago
- RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder☆209Updated 4 years ago
- The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/a…☆199Updated last year
- Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019☆177Updated 5 years ago