Robust Video Matting for high-fidelity human segmentation in Unity Engine. 

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ai.natml.vision.robust-video-matting

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{{- packageName}} - npm Package Compare versions

    "name": "ai.natml.vision.robust-video-matting",

    "displayName": "Robust Video Matting",

    "description": "Robust Video Matting for high-fidelity human segmentation in Unity Engine.",

        "url": "https://github.com/natmlx"

    "repository": "github:natml-hub/Robust-Video-Matting"

[Robust Video Matting](https://peterl1n.github.io/RobustVideoMatting/) for human segmentation.

Add the following items to your Unity project's `Packages/manifest.json`:

      "url": "https://registry.npmjs.com",

    "ai.natml.vision.robust-video-matting": "1.0.1"

    "ai.natml.vision.robust-video-matting": "1.0.2"

First, create the Robust Video Matting predictor:

var modelData = await MLModelData.FromHub("@natsuite/robust-video-matting");

// Create the Robust Video Matting predictor

var model = await MLEdgeModel.Create("@natsuite/robust-video-matting");

var predictor = new RobustVideoMattingPredictor(model);

Texture2D image = ...; // This can also be a WebCamTexture or an MLImageFeature

RobustVideoMattingPredictor.Matte matte = predictor.Predict(image);

Finally, render the predicted matte to a `RenderTexture`:

// Visualize the matte in a `RenderTexture`

var result = new RenderTexture(image.width, image.height, 0);

- Discover more ML models on [NatML Hub](https://hub.natml.ai).

- See the [NatML documentation](https://docs.natml.ai/unity).

- Join the [NatML community on Discord](https://hub.natml.ai/community).

- Discuss [NatML on Unity Forums](https://forum.unity.com/threads/open-beta-natml-machine-learning-runtime.1109339/).

- Join the [NatML community on Discord](https://natml.ai/community).

- Contact us at [hi@natml.ai](mailto:hi@natml.ai).

		@@ -0,1 +1,4 @@
		## 1.0.2
		+ Upgrade to NatML 1.1.

		## 1.0.1
		@@ -2,0 +5,0 @@ + Update README.

		{
		"name": "ai.natml.vision.robust-video-matting",
		"version": "1.0.1",
		"version": "1.0.2",
		"displayName": "Robust Video Matting",
		@@ -8,3 +8,3 @@ "description": "Robust Video Matting for high-fidelity human segmentation in Unity Engine.",
		"dependencies": {
		"ai.natml.natml": "1.0.18"
		"ai.natml.natml": "1.1.0"
		},
		@@ -11,0 +11,0 @@ "keywords": [

Worsened metrics

Dependency changes

		@@ -16,3 +16,3 @@ # Robust Video Matting
		"dependencies": {
		"ai.natml.vision.robust-video-matting": "1.0.1"
		"ai.natml.vision.robust-video-matting": "1.0.2"
		}
		@@ -25,7 +25,5 @@ }
		```csharp
		// Fetch the model data from Hub
		var modelData = await MLModelData.FromHub("@natsuite/robust-video-matting");
		// Deserialize the model
		var model = modelData.Deserialize();
		// Create the Robust Video Matting predictor
		// Create the RVM model
		var model = await MLEdgeModel.Create("@natsuite/robust-video-matting");
		// Create the RVM predictor predictor
		var predictor = new RobustVideoMattingPredictor(model);
		@@ -56,6 +54,5 @@ ```
		- See the [NatML documentation](https://docs.natml.ai/unity).
		- Join the [NatML community on Discord](https://hub.natml.ai/community).
		- Discuss [NatML on Unity Forums](https://forum.unity.com/threads/open-beta-natml-machine-learning-runtime.1109339/).
		- Join the [NatML community on Discord](https://natml.ai/community).
		- Contact us at [hi@natml.ai](mailto:hi@natml.ai).

		Thank you very much!