Exploring the New Features of Keras 3.0 with CNNs on Fashion MNIST

In this post, we will explore the new features introduced in Keras 3.0, which was showcased at Google I/O 2024. We will also dive into a practical example of using Convolutional Neural Networks (CNNs) on the Fashion MNIST dataset, illustrating how to implement these updates effectively.

Ref. https://blog.gopenai.com/tensorflow-vs-pytorch-vs-keras-9161988c19b9

What’s New in Keras 3.0?

Keras 3.0 brings several improvements and updates that enhance the usability and performance of the library. Here are some of the key features:

Pros of Keras 3.0 Updates:

Integration with TensorFlow : Keras is now fully integrated with TensorFlow, allowing for better performance and streamlined workflows.…