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. 💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥 👉 Check out the blog post and other resources for this video: 🔗 💻 DOWNLOAD ACCESS TO CODE FILES 🤖 Available for members of the deeplizard hivemind: 🔗 🧠 Support collective intelligence, join the deeplizard hivemind: 🔗 🤜 Support collective intelligence, create a quiz question for this video: 🔗 🚀 Boost collective intelligence by sharing this video on social media! ❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind: Peder B. Helland 👀 Follow deeplizard: Twitter: Facebook: Patreon: YouTube: Instagram: 🎓 Other deeplizard courses: Reinforcement Learning - NN Programming - DL Fundamentals - Keras - TensorFlow.js - Data Science - Trading - 🛒 Check out products deeplizard recommends on Amazon: 🔗 📕 Get a FREE 30-day Audible trial and 2 FREE audio books using deeplizard’s link: 🔗 🎵 deeplizard uses music by Kevin MacLeod 🔗 🔗 ❤️ Please use the knowledge gained from deeplizard content for good, not evil.