Build and Deploy a Serverless Machine Learning App

 By Medium - 2020-11-22

Description

How to deploy and scale a machine learning application with a serverless backend on AWS Lambda and a frontend built using ReactJS

Summary

  • · How I Built and Deployed a Fun Serverless Machine Learning App And made it scalable even with my small budget Have you ever wanted to build a machine learning application with a heavy model on the backend, a React user-friendly interface on the frontend, and a serverless cloud architecture all around so that your product is scalable to tens, hundreds, or even thousands of users?
  • Style transfer has later been enhanced in 2017 with CycleGAN architectures.
  • Part 1 — CartoonGAN model (video by the author) 2 — Deploy CartoonGAN on a serverless API using AWS Lambda The goal of this section is to deploy the CartoonGAN model on a serverless architecture so that it can be requested through an API endpoint … from anywhere on the internet 🌐.
  • Part 4 — deploying React on Netlify (video by the author) 5.

 

Topics

  1. Backend (0.29)
  2. Frontend (0.28)
  3. Machine_Learning (0.15)

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