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 4 years ago
- YOLOv3 object detection architecture with uncertainty estimation.☆60Updated 5 years ago
- Evaluation code for using probabilistic detection quality (PDQ) measure for probabilistic object detection tasks. Currently supports COCO…☆40Updated last year
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆130Updated 4 years ago
- Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation☆31Updated last year
- Code for the ICCV 2019 paper "Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation"☆94Updated last year
- Code for "A Cross-Season Correspondence Dataset for Robust Semantic Segmentation"☆42Updated 4 years ago
- The Combined Anomalous Object Segmentation (CAOS) Benchmark☆157Updated 2 years ago
- This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as des…☆227Updated 7 months ago
- Code for Towards Streaming Perception (ECCV 2020)☆100Updated 3 years ago
- Detecting the Unexpected via Image Resynthesis☆57Updated 4 years ago
- Multi-task Self-supervised Object Detection via Recycling of Bounding Box Annotations (CVPR, 2019)☆128Updated 4 years ago
- Source Code for Alex Kendall's PhD Thesis☆83Updated 6 years ago
- A PyTorch Detectron codebase for domain adaptation of object detectors.☆117Updated 5 years ago
- ☆47Updated last year
- Attentive Single-tasking of Multiple Tasks☆84Updated 5 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
- Domain Adaptive Faster R-CNN in Detectron☆50Updated 3 years ago
- LightProbNets☆26Updated 5 years ago
- ☆33Updated 2 years ago
- Faster R-CNN with KITTI, BDD100k support in PyTorch 1.0☆37Updated 5 years ago
- The repo of the preprinting paper "Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection"☆25Updated last year
- Code for Scalable Uncertainty for Computer Vision with Functional Variational Inference @ CVPR 2020☆66Updated 4 years ago
- SSN: Shape Signature Networks for Multi-class Object Detection from Point Clouds (ECCV2020)☆49Updated 3 years ago
- MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]☆31Updated 8 months ago
- Seed repo for CVPR'21 Continual Learning Challenge☆14Updated 3 years ago
- Official repository of CVPR 2020 paper "On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location"☆69Updated 3 years ago
- [CVPR 2021] Forecasting the panoptic segmentation of future video frames☆47Updated 3 years ago
- ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection☆67Updated 4 years ago