Collection of artifacts related to the NVIDIA AR SDK 3D Body Pose Estimation Feature
Body Pose Estimation
The Body Pose Estimation collection contains the required components to run the NVIDIA AR SDK 3D Body Pose Estimation feature. 3D Body Pose estimation predicts 3D human body pose from images or videos. It predicts 34 keypoints of a human skeleton model in 2D and 3D with joint angles and supports multi-person tracking. It supports models for general full body estimation and others specialized for the upper body.
This collection is part of the NVIDIA Augmented Reality SDK.
This feature is ready for commercial use.
Technical Details
For detailed model architecture, specifications, training information, and ethical considerations, please visit the Body Pose Estimation Model Page.
Installation
To install the Body Pose Estimation feature:
Download the Augmented Reality SDK Core
To download the SDK Core package:
- Navigate to the Augmented Reality SDK Core Resource
- Choose the appropriate version for your platform, either
<version>_windowsor<version>_linux - Click Download to download the package
Install the Augmented Reality SDK Core and Features
To install the SDK Core and features, navigate to the AR SDK Documentation and follow the installation instructions for Windows or Linux.
To install the Body Pose Estimation feature using the install_feature.ps1 or install_feature.sh script, use the feature name nvarbodyposeestimation.
Try It Out
To try out the Body Pose Estimation feature, after downloading the SDK and feature, head over to the NVIDIA AR SDK Sample Apps GitHub repository to download and compile the sample applications that demonstrate the Body Pose Estimation functionality.
Documentation
User Guide: AR SDK Documentation
Terms of Use
The use of NVIDIA Body Pose Estimation is governed by the following agreements:
