TF Lite Model Maker Library
Explore how to train custom TensorFlow Lite models using the TF Lite Model Maker library. Learn to prepare data, customize models, evaluate performance, export models, and visualize predictions for mobile deployment.
We'll cover the following...
We'll cover the following...
The TF Lite Model Maker library enables us to train a custom TF Lite model on our datasets. This library supports transfer learning, reducing the required training data in our dataset and the training time. Let’s explore the functionalities offered by the TF Lite Model Maker library to simplify the process of making DL models for mobile and edge devices.
Supported ML tasks
The Model Maker library supports various ML tasks, including:
Image classification
Text classification
Object detection
Audio classification
Recommendation system ...