How to deploy a deep learning model to Google App Engine using Flask API ( Free - Step by Step Guide for Beginners)

Part 1 (2019)
1

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Hello everyone,

I had not seen much posts on how to deploy the deep learning model on Google Cloud App engine (free). So I decided to create a model myself and deploy it on Google cloud and share my work. I hope you all enjoy this.

After finishing the first lesson in the Deep learning course, I decided to try it out at a Whatsapp forward I received. I was curious, intrigued and wanted to prove the post is wrong.(Posted the image here)

I worked on this project and have written a blog post. I have done the below steps.(All free at no cost to me)

  1. Train the model
  2. Export the model
  3. Create a Flask API and deploy the model on Google Cloud Platform.

My blog post - https://medium.com/@ahffank/solving-the-famous-problem-of-puppy-vs-muffin-using-a-simple-web-application-on-google-app-a3264e2be49c

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