TFLite

TensorFlow Lite (TFLite)

TensorFlow Lite is a lightweight solution for deploying machine learning models on mobile and embedded devices. Follow these steps to deploy TensorFlow Lite models:

  1. Model Conversion: Convert your TensorFlow models to TensorFlow Lite format using tools provided by TensorFlow. Ensure compatibility with your target platform and optimize the model for inference speed and memory footprint.

  2. Integration with Mobile Apps: Integrate the TensorFlow Lite model into your mobile or embedded application. Utilize TensorFlow Lite interpreter APIs to perform inference on-device, providing real-time predictions without relying on network connectivity.

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