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TensorFlow 2.0 Tutorial 01: Basic Image Classification

Blog post from Lambda

Post Details
Company
Date Published
Author
Chuan Li
Word Count
1,886
Language
English
Hacker News Points
-
Summary

The key points of the text cover building a simple CIFAR-10 image classifier using TensorFlow 2.0's Keras API, setting up a data pipeline with the dataset API, training the model with multiple GPUs and adding callbacks for monitoring progress and updating learning schedules. The tutorial demonstrates how to define a model using the Sequential API and functional API, set up a data pipeline, train the model, accelerate training speed with multiple GPUs, add callbacks for monitoring progress, updating learning schedules, and evaluate the model's performance.