3D Body Pose Estimation

The 3D Body Pose Estimation collection contains the required components to run the NVIDIA AR SDK 3D Body Pose Estimation feature, which estimates temporally consistent 3D human body pose and motion from images or video.

This collection is part of the NVIDIA Augmented Reality SDK.

This feature is available for commercial/non-commercial use.

Technical Details

For detailed model architecture, specifications, training information, and ethical considerations, please visit the 3D Body Pose Estimation Model Page.

Installation

To install the 3D Body Pose Estimation feature:

Download the Augmented Reality SDK Core

To download the SDK Core package:

1. Navigate to the Augmented Reality SDK Core Resource
2. Choose the appropriate version for your platform, either <version>_windows or <version>_linux
3. 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 3D Body Pose Estimation feature using the install_feature.ps1 or install_feature.sh script, use the feature name nvar3dbodyposeestimation.

Try It Out

To try out the 3D 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 3D Body Pose Estimation functionality. The BodyPose3DApp demonstrates this on Windows and Linux, with an additional BodyPose3DTritonClientApp available on Linux to demonstrate the Triton support for this feature.

Get Help

Documentation

• User Guide: AR SDK Documentation
• Developer Resources: NVIDIA AI for Media Developer Page

Enterprise Support

For NVIDIA AI Enterprise customers:

• Access the NVIDIA AI Enterprise Support Portal
• Visit the NVIDIA AI Enterprise Documentation Hub

Terms of Use

The use of NVIDIA 3D Body Pose Estimation is governed by the NVIDIA Software License Agreement and Product-Specific Terms for NVIDIA AI Products. Use of the models is governed by the NVIDIA Open Model License.

Additional upstream terms apply as described on the 3D Body Pose Estimation Model Page.