asharakeh / probdet
Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)
☆67Updated 3 years ago
Alternatives and similar repositories for probdet:
Users that are interested in probdet are comparing it to the libraries listed below
- Uncertainty estimation for anchor-based deep object detectors.☆39Updated 4 years ago
- Code for our paper titled: "A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving"☆83Updated 4 years ago
- Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation☆31Updated 2 years ago
- Evaluation code for using probabilistic detection quality (PDQ) measure for probabilistic object detection tasks. Currently supports COCO…☆41Updated last year
- ☆34Updated 2 years ago
- ☆47Updated last year
- ☆54Updated 2 years ago
- MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]☆31Updated 9 months ago
- Code for Towards Streaming Perception (ECCV 2020)☆101Updated 3 years ago
- ☆28Updated 4 years ago
- YOLOv3 object detection architecture with uncertainty estimation.☆60Updated 5 years ago
- Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.☆134Updated last year
- ☆23Updated 6 years ago
- [CVPR 2021] Forecasting the panoptic segmentation of future video frames☆47Updated 3 years ago
- Detecting the Unexpected via Image Resynthesis☆57Updated 4 years ago
- Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".☆76Updated last year
- revisiting open world object detection☆76Updated 2 years ago
- Official PyTorch implementation of paper: Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstac…☆74Updated 2 years ago
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆70Updated 3 years ago
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆131Updated 4 years ago
- Collections of self-supervised methods, based on cvpods.☆58Updated 3 years ago
- ☆44Updated 3 years ago
- Offical code base for the ECCV oral paper "Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation"☆60Updated 4 years ago
- Code for the ICCV 2019 paper "Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation"☆94Updated last year
- The Combined Anomalous Object Segmentation (CAOS) Benchmark☆157Updated 2 years ago
- This is the official released code for our paper, The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos, which has bee…☆53Updated last year
- [ITSC 2020] Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels☆35Updated 4 years ago
- [CVPR 2021] Exemplar-Based Open-Set Panoptic Segmentation Network (EOPSN)☆51Updated 2 years ago
- ☆58Updated last year
- Implementation of CLAD: A Continual Learning benchmark for Autonomous Driving. A continual classification and detectin track. Provides pu…☆31Updated 11 months ago