TensorFlow Lite is a lightweight solution for mobile and embedded devices. It enables on-device machine learning inference with low latency and high accuracy.

Features

  • Cross-platform: TensorFlow Lite supports Android, iOS, and Linux devices.
  • Optimized for performance: It provides optimized models for mobile and embedded devices.
  • Easy to integrate: TensorFlow Lite can be easily integrated into existing TensorFlow models.

Getting Started

To get started with TensorFlow Lite, follow these steps:

  1. Download TensorFlow Lite
  2. Install TensorFlow Lite for your platform
  3. Convert your TensorFlow model to TensorFlow Lite format

Examples

Here are some examples of TensorFlow Lite applications:

  • Image classification: Classify images using pre-trained models.
  • Object detection: Detect objects in images.
  • Speech recognition: Convert speech to text.

TensorFlow Lite Example

Resources

For more information, visit our TensorFlow Lite documentation.