Awesome
BlazePoseBarracuda
<img src="https://user-images.githubusercontent.com/34697515/153871000-da4d9a9a-db93-49f4-8ebf-28e20fe135fa.gif" width="100%"> <img src="https://user-images.githubusercontent.com/34697515/153871121-eb05554c-0785-4986-b8ba-ea8eb959634b.gif" width="100%">BlazePoseBarracuda is a human 2D/3D pose estimation neural network that works with a monocular color camera.
BlazePoseBarracuda is Unity Package that runs the Mediapipe Pose(BlazePose) pipeline on the Unity.
BlazePoseBarracuda implementation is inspired by HandPoseBarracuda and I referenced his source code.(Thanks, keijiro!).
Dependencies
BlazePoseBarracuda uses the following sub packages:
Install
BlazePoseBarracuda can be installed from npm or GitHub URL.
Install from npm (Recommend)
BlazePoseBarracuda can be installed by adding following sections to the manifest file (Packages/manifest.json
).
To the scopedRegistries
section:
{
"name": "creativeikep",
"url": "https://registry.npmjs.com",
"scopes": [ "jp.ikep" ]
}
To the dependencies
section:
"jp.ikep.mediapipe.blazepose": "1.3.0"
Finally, the manifest file looks like below:
{
"scopedRegistries": [
{
"name": "creativeikep",
"url": "https://registry.npmjs.com",
"scopes": [ "jp.ikep" ]
}
],
"dependencies": {
"jp.ikep.mediapipe.blazepose": "1.3.0",
...
}
}
Install from GitHub URL
BlazePoseBarracuda can be installed by adding below URLs from the Unity Package Manager's window
https://github.com/creativeIKEP/PoseDetectionBarracuda.git?path=Packages/PoseDetectionBarracuda#v1.0.1
https://github.com/creativeIKEP/PoseLandmarkBarracuda.git?path=Packages/PoseLandmarkBarracuda#v1.1.1
https://github.com/creativeIKEP/BlazePoseBarracuda.git?path=Packages/BlazePoseBarracuda#v1.3.0
or, appending lines to your manifest file(Packages/manifest.json
) dependencies
block.
Example is below.
{
"dependencies": {
"jp.ikep.mediapipe.posedetection": "https://github.com/creativeIKEP/PoseDetectionBarracuda.git?path=Packages/PoseDetectionBarracuda#v1.0.1",
"jp.ikep.mediapipe.poselandmark": "https://github.com/creativeIKEP/PoseLandmarkBarracuda.git?path=Packages/PoseLandmarkBarracuda#v1.1.1",
"jp.ikep.mediapipe.blazepose": "https://github.com/creativeIKEP/BlazePoseBarracuda.git?path=Packages/BlazePoseBarracuda#v1.3.0",
...
}
}
Usage Demo
This repository has the demo for inferencing pose and visualizing landmarks. Check "/Assets/Script/PoseVisuallizer.cs" and "/Assets/Scenes/2DSampleScene.unity" for BlazePoseBarracuda usage demo details in the 2D pose estimation. Check "/Assets/Script/PoseVisuallizer3D.cs" and "/Assets/Scenes/3DSampleScene.unity" for BlazePoseBarracuda usage demo details in the 3D pose estimation.
Demo Image
Videos for demo scenes("/Assets/Scenes/2DSampleScene.unity" and "/Assets/Scenes/3DSampleScene.unity") was downloaded from pexels.
- "/Assets/Images/SignLanguage.mp4" was downloaded from here.
- "/Assets/Images/jump.mp4" was downloaded from here.
Author
LICENSE
Copyright (c) 2021 IKEP