https://github.com/creativeikep/posedetectionbarracuda
PoseDetectionBarracuda is a human pose detecter that runs the Mediapipe Pose Detection neural network model on the Unity Barracuda.
https://github.com/creativeikep/posedetectionbarracuda
barracuda deep-learning detection human mediapipe pose unity
Last synced: over 1 year ago
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PoseDetectionBarracuda is a human pose detecter that runs the Mediapipe Pose Detection neural network model on the Unity Barracuda.
- Host: GitHub
- URL: https://github.com/creativeikep/posedetectionbarracuda
- Owner: creativeIKEP
- License: apache-2.0
- Created: 2021-05-11T11:52:30.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2022-01-09T12:16:21.000Z (over 4 years ago)
- Last Synced: 2025-02-28T00:53:34.227Z (over 1 year ago)
- Topics: barracuda, deep-learning, detection, human, mediapipe, pose, unity
- Language: C#
- Homepage:
- Size: 2.73 MB
- Stars: 19
- Watchers: 5
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# PoseDetectionBarracuda
PoseDetectionBarracuda is a human pose detecter that runs the [Mediapipe Pose](https://google.github.io/mediapipe/solutions/pose) Detection neural network model on the [Unity Barracuda](https://docs.unity3d.com/Packages/com.unity.barracuda@latest).
PoseDetectionBarracuda implementation is inspired by [BlazePalmBarracuda](https://github.com/keijiro/BlazePalmBarracuda) and I referenced [his](https://github.com/keijiro) source code.(Thanks, [keijiro](https://github.com/keijiro)!).
## Install
PoseDetectionBarracuda can be installed with npm or GitHub URL.
### Install from npm (Recommend)
PoseDetectionBarracuda 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.posedetection": "1.0.1"
```
Finally, the manifest file looks like below:
```
{
"scopedRegistries": [
{
"name": "creativeikep",
"url": "https://registry.npmjs.com",
"scopes": [ "jp.ikep" ]
}
],
"dependencies": {
"jp.ikep.mediapipe.posedetection": "1.0.1",
...
}
}
```
### Install from GitHub URL
PoseDetectionBarracuda can be installed by adding below URL on the Unity Package Manager's window.
```
https://github.com/creativeIKEP/PoseDetectionBarracuda.git?path=Packages/PoseDetectionBarracuda#v1.0.1
```
## Demo Image
[This image](/Assets/Image/demoImage.jpg) for demo scene(["SampleScene.unity"](/Assets/Scenes/SampleScene.unity)) was downloaded from [here](https://unsplash.com/photos/4jqfc2vbHJQ).
## ONNX Model
The ONNX model files have been converted for Unity Barracuda from Mediapipe's ["pose_detection.tflite"](https://github.com/google/mediapipe/blob/0.8.3.2/mediapipe/modules/pose_detection/pose_detection.tflite) file.
The conversion operation is the same as [FaceLandmarkBarracuda](https://github.com/keijiro/FaceLandmarkBarracuda) by [keijiro](https://github.com/keijiro).
Check [his operation script](https://colab.research.google.com/drive/1C6zEB3__gcHEWnWRm-b4jIA0srA1gkyq?usp=sharing) for details.
## Author
[IKEP](https://ikep.jp)
## LICENSE
Copyright (c) 2021 IKEP
[Apache-2.0](/LICENSE.md)