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Deploy Keras models with Vertex AI

Mark Ryan
6 min readMar 20

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Using a Vertex AI endpoint to augment a simple web deploy deployment

Earlier this year I shared a story about deploying a Keras model using preprocessing layers in a simple, Flask-based web application. In this article I will show how to adapt that solution to replace the local invocation of the model with a Vertex AI endpoint. This shows how easy it is to deploy an existing Keras model in Vertex AI and…

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Mark Ryan

Technical writing manager at Google. Opinions expressed are my own.