Keras - Python Deep Learning Neural Network API

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Deploy Keras neural network to Flask web service | Part 2 - Build your first Flask app

May 13, 2018 by

Description

Here, we’re going to quickly discuss Flask, see how to get it installed, and make our first simple web service. We briefly talked last time about how we’d be working with flask over the next several videos, and we referred to what we’d be building as a web service. So let’s elaborate on flask now and get a little more familiar so we can understand its role in our upcoming tasks. Note, in the video, we show how to export the FLASK_APP variable in a Linux terminal so that Flask knows which application to work with. To do this, we simply ran the following command: export FLASK_APP=sample_app.py To do the equivalent in Windows (which isn't shown in the video), run the following command from the command prompt launched with admin privileges: C:\path\to\app set FLASK_APP=sample_app.py If you run into issues with starting Flask, check this out: http://flask.pocoo.org/docs/1.0/quickstart/#what-to-do-if-the-server-does-not-start Code: https://www.patreon.com/posts/code-for-keras-19266412 Code files are available as a perk for the deeplizard hivemind. Check out the details regarding deeplizard perks and rewards at: http://deeplizard.com/hivemind Follow deeplizard: YouTube: https://www.youtube.com/deeplizard Twitter: https://twitter.com/deeplizard Facebook: https://www.facebook.com/Deeplizard-145413762948316 Steemit: https://steemit.com/@deeplizard Instagram: https://www.instagram.com/deeplizard/ Pinterest: https://www.pinterest.com/deeplizard/ Support deeplizard on Patreon: https://www.patreon.com/deeplizard Checkout products deeplizard suggests on Amazon: https://www.amazon.com/shop/deeplizard Support deeplizard by browsing with Brave: https://brave.com/dee530 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: http://amzn.to/2GtjKqu Life 3.0: Being Human in the Age of Artificial Intelligence https://amzn.to/2H5Iau4 Playlists: Data Science - https://www.youtube.com/playlist?list=PLZbbT5o_s2xo_SRS9wn9OSs_kzA9Jfz8k Machine Learning - https://www.youtube.com/playlist?list=PLZbbT5o_s2xq7LwI2y8_QtvuXZedL6tQU Keras - https://www.youtube.com/playlist?list=PLZbbT5o_s2xrwRnXk_yCPtnqqo4_u2YGL Music: Brittle Rille by Kevin MacLeod East_of_Tunesia by Kevin MacLeod Investigations by Kevin MacLeod YouTube: https://www.youtube.com/channel/UCSZXFhRIx6b0dFX3xS8L1yQ Website: http://incompetech.com/ Licensed under Creative Commons: By Attribution 3.0 License http://creativecommons.org/licenses/by/3.0/