Keras - Python Deep Learning Neural Network API

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

May 15, 2018 by


Here, 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. Code: Code files are available as a perk for the deeplizard hivemind. Check out the details regarding deeplizard perks and rewards at: Follow deeplizard: YouTube: Twitter: Facebook: Steemit: Instagram: Pinterest: Support deeplizard on Patreon: Checkout products deeplizard suggests on Amazon: Support deeplizard by browsing with Brave: Support deeplizard with crypto: Bitcoin: 1AFgm3fLTiG5pNPgnfkKdsktgxLCMYpxCN Litecoin: LTZ2AUGpDmFm85y89PFFvVR5QmfX6Rfzg3 Ether: 0x9105cd0ecbc921ad19f6d5f9dd249735da8269ef Recommended books on AI: The Most Human Human: What Artificial Intelligence Teaches Us About Being Alive: Life 3.0: Being Human in the Age of Artificial Intelligence Playlists: Data Science - Machine Learning - Keras - Music: Scheming Weasel slower by Kevin MacLeod Investigations by Kevin MacLeod Thief in the Night by Kevin MacLeod Deadly Roulette by Kevin MacLeod YouTube: Website: Licensed under Creative Commons: By Attribution 3.0 License