/jax-image-classifier

Image classifier with Jax and Elegy. Using as an input any net to get the bottleneck features.

Primary LanguageJupyter Notebook

Simple image classifier with JAX and Elegy

Introduction to JAX

https://towardsdatascience.com/deep-learning-with-jax-and-elegy-c0765e3ec31a

What will you find here?

This is a simple example on how to build a image classifier based on JAX and Elegy.
I am using transfer learning through bottleneck features, which gives me the ability to use any architecture as a feature extractor and build the upper layers with JAX.
Some of the more famous architecture, are not yet implemented in JAX, so this is an example on how to use a Keras/Tensorflow feature extractor and use it to feed JAX model.