Machine Learning

Machine learning features help you to handle machine learning frameworks, like TensorFlow and TensorFlow-Lite, with the construction of a data pipeline.

You can use the following machine learning features in your native applications:

  • Machine Learning Inference

    You can create data pipelines that contain the machine learning model filters. The pipeline can be assembled and controlled with various elements of GStreamer.

  • Machine Learning Training

    You can construct, control, and train a machine learning model on-the-fly. The training can be done using the code or with a set of format that describes the model. These models can be trained on the device locally when needed.

  • Machine Learning Service

    You can register and deploy specific AI operations as an ML service and let other applications use this service via the network.

  • Dependencies
    • Tizen 5.5 and Higher for Mobile
    • Tizen 5.5 and Higher for Wearable
    • Tizen 5.5 and Higher for TV
    • Tizen 5.5 and Higher for IoT
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