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GitHub topics: object-pose-estimation

CNJianLiu/SinRef-6D

Code for "Novel Object 6D Pose Estimation with a Single Reference View".

Size: 14.5 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 29 - Forks: 1

nv-nguyen/cnos

[ICCV 2023 R6D] PyTorch implementation of CNOS: A Strong Baseline for CAD-based Novel Object Segmentation based on Segmenting Anything and DINOv2

Language: Python - Size: 59.8 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 269 - Forks: 33

ZhongqunZHANG/awesome-6d-object

Awesome work on object 6 DoF pose estimation

Size: 64.7 MB - Last synced at: 19 days ago - Pushed at: 12 months ago - Stars: 839 - Forks: 88

moverseai/moai

moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.

Language: Python - Size: 7.39 MB - Last synced at: 18 days ago - Pushed at: 26 days ago - Stars: 52 - Forks: 6

monkeyrom/3D_Object_Detection_and_Pose_Estimation_for_Automated_Bin-Picking_Application

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.

Language: Python - Size: 13.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 41 - Forks: 5

NVlabs/CenterPose

Single-Stage Keypoint-based Category-level Object Pose Estimation from an RGB Image (ICRA 2022)

Language: Python - Size: 15.4 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 312 - Forks: 38

cmower/aruco_markers

A compact Python package for handling ArUCo markers.

Language: Python - Size: 823 KB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3

THU-DA-6D-Pose-Group/self6dpp

Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021.

Language: Python - Size: 2.24 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 90 - Forks: 11

monkeyrom/CR5_Project

Dobot CR5 with Intel Realsense D435i for object detection and pose estimation (bin-picking application).

Language: C++ - Size: 4.11 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 23 - Forks: 1

CNJianLiu/Awesome-Object-Pose-Estimation

Project Page for Paper "Deep Learning-Based Object Pose Estimation: A Comprehensive Survey"

Size: 15.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 254 - Forks: 16

CNJianLiu/Diff9D

Code for "Diff9D: Diffusion-Based Domain-Generalized Category-Level 9DoF Object Pose Estimation" [TPAMI 2025].

Language: Python - Size: 1.21 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 37 - Forks: 1

CNJianLiu/MonoDiff9D

Code for "MonoDiff9D: Monocular Category-Level 9D Object Pose Estimation via Diffusion Model" (ICRA'25)

Language: Python - Size: 1.09 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

naver/showme

SHOWMe: Benchmarking Object-agnostic Hand-Object 3D Reconstruction (Dataset, Contains proposed top baseline reconstructions with estimated camera poses)

Language: Python - Size: 5.41 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

jimmyyhwu/pose-interpreter-networks

Real-time robotic object pose estimation with deep learning

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 125 - Forks: 26

roym899/sdfest

Shape and pose estimation using discretized signed distance fields

Language: Python - Size: 194 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 3

roym899/pose_and_shape_evaluation

Toolbox to evaluate categorical pose and shape estimation methods

Language: Python - Size: 44.3 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 2

NVlabs/ParallelInversion

Parallel Inversion of Neural Radiance Fields for Robust Pose Estimation (ICRA 2023)

Language: Cuda - Size: 9.91 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 32 - Forks: 4

nv-nguyen/gigapose

[CVPR 2024] PyTorch implementation of GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence

Language: Python - Size: 44.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 161 - Forks: 16

nv-nguyen/template-pose

[CVPR 2022] Pytorch implementation of "Templates for 3D Object Pose Estimation Revisited: Generalization to New objects and Robustness to Occlusions" paper

Language: Python - Size: 22.1 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 178 - Forks: 14

fraunhoferhhi/casapose

CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation (BMVC 2022)

Language: Python - Size: 573 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 35 - Forks: 1

hsp-iit/mask-ukf

Instance Segmentation Aided 6D Object Pose and Velocity Tracking using an Unscented Kalman Filter

Language: C++ - Size: 908 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 9

Ending2015a/liepose-diffusion

[CVPR 2024] Confronting Ambiguity in 6D Object Pose Estimation via Score-Based Diffusion on SE(3)

Language: C++ - Size: 1.54 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 27 - Forks: 1

520xyxyzq/slam-super-6d

SLAM-Supported Semi-Supervised Learning for 6D Object Pose Estimation

Language: Python - Size: 521 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 68 - Forks: 6

pedropro/UrsoNet

🚀 A neural network for monocular spacecraft 6D pose estimation: 3rd place solution of the European Space Agency’s pose estimation challenge

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 55 - Forks: 10

BatFaceWayne/POV_Surgery

This the official repo for our paper: POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical Activities; at MICCAI 2023

Language: Python - Size: 162 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 3

thodan/epos

Code for "EPOS: Estimating 6D Pose of Objects with Symmetries", CVPR 2020.

Language: Python - Size: 1.03 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 66 - Forks: 12

rasmushaugaard/surfemb

SurfEmb (CVPR 2022)

Language: Python - Size: 44.9 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 60 - Forks: 16

VCL3D/DronePose

Code for DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss (ECCVW 2020)

Language: Python - Size: 40.7 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 18 - Forks: 6

tzole1155/EndToEndObjectPose

Code for our Reproducibility Challenge Paper "On end-to-end 6DoF object pose estimation and robustness to object scale"

Size: 711 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 0

doughtmw/hmd-ego-pose

A single-shot learning-based approach to hand and object pose estimation, made available on a head-mounted display.

Language: C# - Size: 222 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 3

kerolex/ObjectPoseEstimationNOCS

List of research papers for multi-object pose estimation in 3D and comparative results on NOCS-REAL275

Size: 27.3 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

VCL3D/UAVA

A multimodal UAV assistant dataset.

Language: Python - Size: 57.4 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 1

i-abr/object_tracker

Object pose tracker using AprilTag for ROS (melodic)

Language: Python - Size: 1.7 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

HowieMa/PUBAD

Code for Kaggle Competition, Peking University/Baidu - Autonomous Driving, ranking 52/866

Language: Python - Size: 34.2 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

Related Keywords
object-pose-estimation 34 pose-estimation 16 deep-learning 15 6d-pose-estimation 13 computer-vision 8 6dof 7 6dof-pose 7 object-detection 5 pytorch 4 6d-pose 4 6d 4 hand-pose-estimation 3 drone 2 pose 2 uav 2 3d 2 object-pose 2 self-training 2 rgb 2 object-pose-tracking 2 ros 2 intel-realsense 2 dobot-cr5 2 artificial-intelligence 2 kaggle-competition 1 synthetic-dataset-generation 1 surgical-mixed-reality 1 smplx-texture 1 egocentric-videos 1 blender-render 1 blender-python 1 3d-object-tracking 1 3d-hand-pose-estimation 1 ursonet 1 slam 1 semi-supervised-learning 1 pose-graph-optimization 1 object-slam 1 lie-groups 1 jax 1 diffusion-models 1 cvpr2024 1 ycb-video 1 ycb 1 segmentation 1 maskukf 1 mask-ukf 1 manipulation 1 centernet 1 autonomous-vehicles 1 ros-melodic 1 apriltags 1 uava-toolset 1 surface-normals 1 silhouette 1 optical-flow 1 normals 1 drone-models 1 depth 1 dataset 1 3d-pose 1 nocs-real275 1 hololens2 1 reproducibility-challenge 1 cvpr-2020 1 novel-objects 1 unseen-object 1 dji 1 differentiable-rendering 1 correspondence-distributions 1 robust-estimation 1 encoder-decoder 1 diffusion-model 1 survey 1 pointcloud 1 data-driven 1 self-supervised-learning 1 object-pose-refinement 1 state-estimation 1 python 1 opencv-python 1 aruco-markers 1 depth-estimation 1 experimentation 1 yolov5 1 human-pose-estimation 1 robotics-arm 1 opencv 1 hydra 1 mdk 1 cobot 1 vae-pytorch 1 vae 1 reproducible-research 1 reproducibility 1 neural-network 1 kalman-filter 1 gaussian-filter 1 6d-pose-tracking 1 6d-object-tracking 1