Efficient 3D human pose estimation in video using 2D keypoint trajectories

This project is about estimating 3D human pose from customized 2D video, whose 2D keypoints are provided by detectron2 rather than detectron.

VideoPose3d_with_Detectron2

code for my graduation thesis and Automatic Moving Pose Grading for Golf Swing in Sports

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Porting this (https://github.com/facebookresearch/VideoPose3D) 3D human pose estimation model into Android for inference in the wild (on live video in real time). My goal is to use TfLite Posenet to get the 2D human keypoints and then feed them into the 3D model. Using PyTorch.

3D pose estimation from video : LCRNet2D+VideoPose3D

Code for converting VideoPose3D output to FBX format

This project aims at adjusting the VideoPose3D project from Dario Pavllo, in order to track the trajectories of multiple people and predict the keypoints of their skeletons with respective to their root points.

A fully automated, markerless extrinsic camera calibration pipeline using human motion. Features RTMPose, 3D lifting, and real-world metric scaling.

My tutorials for object detection for Detectron2, Mediapipe, VideoPose3d, AlphaPose, Metrabs

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Tennis serve analysis with VideoPose3D

An application that assists yogis with their posture using Facebook's VideoPose3D library.

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提供了VideoPose3D自定义训练的colab文件

Monocular 3D HPE Toolbox: VideoPose3D (CVPR 2019), PoseFormer (ICCV '20), etc.

OpenPose + VideoPose3D

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Setup, deploy, and optimize VideoPose3D for real-time human pose estimation on Jeston Nano 2G.

a Visualizer to the npz files generated by VideoPose3D

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from a gait video to recognition emotion

Transfer of 3D Pose Lifting model to Offline Model, run on Atlas 200 DK board.

Pose estimation project compares Detectron VideoPose3D, OpenPose and the stereo algorithm. The dataset is gathered with Kinect cameras in university laboratory.

学习VideoPose3D

This is a Tutorial for VideoPose3D

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