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
- Evaluation code for using probabilistic detection quality (PDQ) measure for probabilistic object detection tasks. Currently supports COCO…☆41Updated last year
- Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation☆32Updated 2 years ago
- ☆47Updated last year
- MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]☆33Updated 10 months ago
- ☆28Updated 4 years ago
- ☆34Updated 2 years ago
- YOLOv3 object detection architecture with uncertainty estimation.☆60Updated 5 years ago
- ☆53Updated 3 years ago
- Collections of self-supervised methods, based on cvpods.☆58Updated 3 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆41Updated 2 years ago
- ☆23Updated 6 years ago
- A list of active learning methods for deep learning.☆63Updated last year
- Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".☆77Updated last year
- Code for Towards Streaming Perception (ECCV 2020)☆101Updated 4 years ago
- ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation☆19Updated 3 years ago
- Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation☆66Updated 2 years ago
- Anytime Dense Prediction with Confidence Adaptivity (ICLR 2022)☆50Updated 8 months ago
- ☆58Updated last year
- [CVPR 2021] Forecasting the panoptic segmentation of future video frames☆48Updated 3 years ago
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆131Updated 4 years ago
- The official repository (in PyTorch) for the ECCV 2020 paper "Reparameterizing Convolutions for Incremental Multi-Task Learning without T…☆32Updated last year
- [ITSC 2020] Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels☆35Updated 4 years ago
- revisiting open world object detection☆77Updated 2 years ago
- source code for NeurIPS'22 paper "SIREN: Shaping Representations for Detecting Out-of-Distribution Objects"☆33Updated last year
- Official PyTorch implementation of paper: Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstac…☆74Updated 2 years ago
- Code for the ICCV 2019 paper "Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation"☆94Updated last year
- ☆46Updated 3 years ago
- LightProbNets☆26Updated 5 years ago