Fast API Machine Learning Web App Tutorial + Deployment on Heroku

Published: 31 December 2021
on channel: Greg Hogg

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The Web App: https://fast-api-app-greg-hogg.heroku...

The Colab Notebook: https://colab.research.google.com/dri...
UCRhCW5wtojrH?usp=sharing

The GitHub Repo: https://github.com/gahogg/fast-api-app

The Kaggle Dataset: https://www.kaggle.com/puneet6060/int...

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Timeline:
00:00:00 Introduction
00:00:58 Initial Setup
00:11:17 Model Training
00:40:40 TensorFlow Lite Conversion
00:57:55 Creating the Website
01:38:40 Heroku Deployment