Single-Stage Keypoint-based Category-level Object Pose Estimation from an RGB Image (ICRA 2022)
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Updated
Sep 21, 2022 - Python
Single-Stage Keypoint-based Category-level Object Pose Estimation from an RGB Image (ICRA 2022)
[ICCV 2023 R6D] PyTorch implementation of CNOS: A Strong Baseline for CAD-based Novel Object Segmentation based on Segmenting Anything and DINOv2
[CVPR 2024] PyTorch implementation of GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence
[CVPR 2022] Pytorch implementation of "Templates for 3D Object Pose Estimation Revisited: Generalization to New objects and Robustness to Occlusions" paper
Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021.
SurfEmb (CVPR 2022)
EPOS: Estimating 6D Pose of Objects with Symmetries, CVPR 2020
SLAM-Supported Semi-Supervised Learning for 6D Object Pose Estimation
moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.
[TPAMI 2025] Code for "Diff9D: Diffusion-Based Domain-Generalized Category-Level 9DoF Object Pose Estimation".
This project presents a hybrid vision-based bin-picking system for collaborative robots. It combines deep learning (YOLOv5) for coarse object detection and classical computer vision algorithms (FAST + BRISK) for precise pose estimation. The system is implemented using the ROS and a low-cost Intel RealSense D435i depth camera.
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation (BMVC 2022)
Toolbox to evaluate categorical pose and shape estimation methods
[ICRA'25] Code for "MonoDiff9D: Monocular Category-Level 9D Object Pose Estimation via Diffusion Model".
Code for DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss (ECCVW 2020)
This is the official repo for the implementation of Free-Moving Object Reconstruction and Pose Estimation with Virtual Camera(AAAI 2025).
A compact Python package for handling ArUCo markers.
SHOWMe: Benchmarking Object-agnostic Hand-Object 3D Reconstruction (Dataset, Contains proposed top baseline reconstructions with estimated camera poses)
[MICCAI2023 Oral] POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical Activities
Code implementation of our paper "CullNet: Calibrated and Pose Aware Confidence Scores for Object Pose Estimation"
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