NanoDet

NanoDet high performance general object detection.

Installing NanoDet

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

{
  "scopedRegistries": [
    {
      "name": "NatML",
      "url": "https://registry.npmjs.com",
      "scopes": ["ai.natml"]
    }
  ],
  "dependencies": {
    "ai.natml.vision.nanodet": "1.0.2"
  }
}

Detecting Objects in an Image

First, create the NanoDet predictor:

// Create the NanoDet predictor
var predictor = await NanoDetPredictor.Create();

Then detect objects in the image:

// Create image feature
Texture2D image = ...;
// Detect objects
NanoDetPredictor.Detection[] detections = predictor.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!

1.0.2

• Upgraded to NatML 1.1.15.

1.0.1

• Added NanoDetPredictor.Create static method for creating the predictor.
• Added NanoDetPredictor.Tag constant string for model embedding.
• Removed NanoDetPredictor public constructor. Use the Create static method instead.
• Upgraded to NatML 1.1.4.

1.0.0

• First release.