iros20-6d-pose-tracking

Pose estimator

An optimization approach for long-term 6D pose tracking of objects in video sequences using synthetic data and a novel neural network architecture.

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

GitHub

389 stars
16 watching
67 forks
Language: Python
last commit: about 1 year ago
Linked from 2 awesome lists

3d6d-pose-estimation6dof-pose6dof-trackingcomputer-visiondatasetdomain-adaptationhuman-robot-interactionmanipulationpose-estimationrobotroboticsrobotssynthetic-datasynthetic-domainstrackingycbycb-video

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
wenbowen123/bundletrack A system for tracking the 6D pose of novel objects without requiring any prior knowledge of their 3D models or instance identities. 616
mks0601/3dmppe_posenet_release A PyTorch implementation of a deep learning model for 3D multi-person pose estimation from a single RGB image 821
edvardhua/poseestimationformobile Real-time pose estimation for mobile devices using deep neural networks and optimized models. 1,003
robot-perception-group/airpose A deep learning framework for multi-view fusion network-based 3D human motion capture system 52
matlab-deep-learning/pose-estimation-3d-with-stereo-camera A MATLAB project that uses deep learning and stereo cameras to estimate 3D human pose from image data 43
xinshuoweng/ab3dmot An implementation of a real-time 3D multi-object tracking system using off-the-shelf detectors and Kalman filters. 1,679
tycoer/alphapose_jittor A system for real-time and accurate full-body multi-person pose estimation and tracking using deep learning models. 21
natanielruiz/deep-head-pose Provides software to estimate head pose from images and videos using deep learning techniques. 1,579
nvlabs/deep_object_pose Estimates object poses and positions in 3D space from RGB images 1,028
chensong1995/hybridpose Implementation of a 6D object pose estimation method using hybrid representations 419
bearpaw/pytorch-pose Provides tools and infrastructure for training, testing, and evaluating 2D human pose estimation models 1,105
liruilong940607/pose2seg An implementation of human instance segmentation based on pose estimation 529
tinghuiz/sfmlearner An unsupervised learning framework for depth and ego-motion estimation from monocular videos 1,967
princeton-vl/pose-hg-train Training and experimentation code for human pose estimation using stacked hourglass networks. 574
martinruenz/co-fusion Enables a robot to maintain scene descriptions at the object level by segmenting and tracking objects in real-time from RGB-D images. 501