jp.ikep.mediapipe.blazepose

1.3.0 • Public • Published

BlazePoseBarracuda

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 demos was downloaded from pexels. Downloaded videos URLs are below.

Author

IKEP

LICENSE

Copyright (c) 2021 IKEP

Apache-2.0

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Install

npm i jp.ikep.mediapipe.blazepose

Weekly Downloads

32

Version

1.3.0

License

Apache-2.0

Unpacked Size

45.5 kB

Total Files

30

Last publish

Collaborators

  • creativeikep