Iml Unity by Interactml - 1

Frameworks

This is an interactive machine learning framework for Unity3D. It allows developers the ability to use interactive machine learning in running games.

Unity 2018.3.7f1MIT LicenseUpdated 10 days agoCreated on July 1st, 2019
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InteractML, an Interactive Machine Learning (IML) framework for Unity3D

InteractML is an Unity3d Plugin that enables developers to configure, train, and use IML systems within the game editor. Using a visual node scripting system, developers can visualise incoming sensor data, configure game inputs (e.g., specifying what data to extract from sensors or objects in the game); train and refine ML models (by iteratively adding new training examples in realtime); and connect the ML model outputs (the real-time predictions calculated based on the training data) to other objects/scripts in the game scene. In addition, since InteractML doesn’t rely on external software, the ML models can be trained and/or refined by player-provided examples in the released version of the game.

Key features

  • Lightweight machine learning models (seconds to train)
  • Node-based interface
  • You can code your own nodes to satisfy needs not currenly covered
  • Integration with any kind of sensor data
  • Supported from Unity 5.3 and up

Limitations

  • Windows only (for the moment)
  • Alpha stage
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