Hyperpose

Library for Fast and Flexible Human Pose Estimation
Alternatives To Hyperpose
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Imgclsmob2,39992 years ago67September 21, 20216mitPython
Sandbox for training deep learning networks
Hyperpose1,237
a year ago3July 09, 202132Python
Library for Fast and Flexible Human Pose Estimation
Pose Tensorflow962
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Human Pose estimation with TensorFlow framework
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A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.
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:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.
Mocapnet738
4 months ago16otherC++
We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance
Poseestimationformobile702
3 years ago89apache-2.0C++
:dancer: Real-time single person pose estimation for Android and iOS.
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5 years ago39apache-2.0Python
Hand3d611
5 years ago4gpl-2.0Python
Network estimating 3D Handpose from single color images
Hourglasstensorflow481
a year ago1mitJupyter Notebook
Tensorflow implementation of Stacked Hourglass Networks for Human Pose Estimation
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