Welcome to the TensorFlow Lite tutorials! Here, you'll find guides to help you get started with on-device machine learning using TensorFlow Lite. Whether you're a beginner or an experienced developer, these resources will walk you through the essentials.
Getting Started 🚀
Install TensorFlow Lite
Begin by installing the TensorFlow Lite library on your device. Learn more about installation.Model Conversion
Convert your TensorFlow models to TensorFlow Lite format using the TFLite Converter.Run Your First Model
Explore how to run a pre-trained model on a mobile or embedded device.
Advanced Topics 🔧
Training Models on Device
Dive into training models directly on the device with TensorFlow Lite's training tools.Optimization Techniques
Optimize model performance using quantization and pruning.
Resources 📚
- TensorFlow Lite Documentation for in-depth technical details.
- Model Zoo to explore pre-trained models compatible with TensorFlow Lite.
For hands-on practice, try the TensorFlow Lite quickstart guide to build your first ML model! 📈