Deploy Keras neural network to Flask web service | Part 3 – Send and Receive Data with Flask

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Deploy Keras neural network to Flask web service | Part 3 - Send and Receive Data with Flask

In this video, we’ll be creating a web service with Flask that can both send and receive data. In our last video, we got acquainted with Flask and built our first web service. We’ll be building on what we learned there to create a slightly more sophisticated service.

The same general idea of sending and receiving data to and from our web service will be what happens when we build out the service that uses our fine-tuned VGG16 Keras model to predict on images of cats and dogs, so it’s good to go ahead and get a feel for how this is happening behind the scenes with this simple example.

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