asharakeh / bayes-od-rc
Uncertainty estimation for anchor-based deep object detectors.
☆39Updated 4 years ago
Alternatives and similar repositories for bayes-od-rc:
Users that are interested in bayes-od-rc are comparing it to the libraries listed below
- Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)☆67Updated 3 years ago
- Code for our paper titled: "A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving"☆83Updated 3 years ago
- YOLOv3 object detection architecture with uncertainty estimation.☆58Updated 5 years ago
- Evaluation code for using probabilistic detection quality (PDQ) measure for probabilistic object detection tasks. Currently supports COCO…☆39Updated last year
- Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation☆30Updated last year
- Code for the ICCV 2019 paper "Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation"☆94Updated last year
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆131Updated 4 years ago
- Detecting the Unexpected via Image Resynthesis☆56Updated 3 years ago
- Code for Towards Streaming Perception (ECCV 2020)☆100Updated 3 years ago
- Multi-task Self-supervised Object Detection via Recycling of Bounding Box Annotations (CVPR, 2019)☆128Updated 4 years ago
- LightProbNets☆26Updated 5 years ago
- Collections of self-supervised methods, based on cvpods.☆58Updated 3 years ago
- A PyTorch Detectron codebase for domain adaptation of object detectors.☆118Updated 5 years ago
- Attentive Single-tasking of Multiple Tasks☆83Updated 5 years ago
- Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019☆59Updated 4 years ago
- Object detection for autonomous navigation systems☆42Updated 2 years ago
- Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS …☆183Updated 5 years ago
- Data Augmentation for Object Detection via Differentiable Neural Rendering☆50Updated 3 years ago
- ☆47Updated last year
- Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity☆31Updated last year
- Learning Loss for Active Learning Pytorch Implementation,(reproduction)☆32Updated 5 years ago
- Domain Adaptive Faster R-CNN in Detectron☆50Updated 3 years ago
- Official PyTorch Implementation for "GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with 2D-3D Multi-Feature Learning", CVPR…☆79Updated 4 years ago
- Faster R-CNN with KITTI, BDD100k support in PyTorch 1.0☆37Updated 5 years ago
- Source Code for Alex Kendall's PhD Thesis☆83Updated 6 years ago
- Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"☆90Updated 4 years ago
- ☆33Updated 2 years ago
- Depth-aware Domain Adaptation in Semantic Segmentation☆114Updated 4 years ago
- Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch☆40Updated 3 years ago
- ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation☆19Updated 3 years ago