BlazePose
MediaPipe BlazePose for full-body pose detection in Unity Engine with NatML.
Installing BlazePose
Add the following items to your Unity project's Packages/manifest.json:
{
"scopedRegistries": [
{
"name": "NatML",
"url": "https://registry.npmjs.com",
"scopes": ["ai.fxn", "ai.natml"]
}
],
"dependencies": {
"ai.natml.vision.blazepose": "1.0.2"
}
}Predicting Poses in an Image
First, create the BlazePose pipeline:
// Fetch the model data
var detectorModelData = await MLModelData.FromHub("@natml/blazepose-detector");
var predictorModelData = await MLModelData.FromHub("@natml/blazepose-landmark");
// Create the BlazePose pipeline
var pipeline = new BlazePosePipeline(detectorModelData, predictorModelData);Then detect poses in the image:
// Create image feature
Texture2D image = ...;
// Detect poses in the image
BlazePosePredictor.Pose[] poses = pipeline.Predict(image);Requirements
- Unity 2022.3+
Quick Tips
- Join the NatML community on Discord.
- Discover more ML models on NatML Hub.
- See the NatML documentation.
- Contact us at hi@natml.ai.
Thank you very much!