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You're reading from  Building Data Science Applications with FastAPI

Product typeBook
Published inOct 2021
Reading LevelBeginner
PublisherPackt
ISBN-139781801079211
Edition1st Edition
Languages
Python
Tools
Fastlane
Concepts
Data Science
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Author (1)
François Voron
François Voron
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François Voron

François Voron graduated from the University of Saint-Étienne (France) and the University of Alicante (Spain) with a master's degree in machine learning and data mining. A full stack web developer and a data scientist, François has a proven track record working in the SaaS industry, with a special focus on Python backends and REST APIs. He is also the creator and maintainer of FastAPI Users, the #1 authentication library for FastAPI, and is one of the top experts in the FastAPI community.
Read more about François Voron

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Summary

In this chapter, we showed how WebSockets can help us bring a more interactive experience to users. Thanks to OpenCV, we were able to quickly implement a face detection system. Then, we integrated it into a WebSocket endpoint with the help of FastAPI. Finally, by using a modern JavaScript API, we sent video input and displayed algorithm results directly in the browser. All in all, a project like this might sound complex to make at first, but we saw that powerful tools such as FastAPI enable us to get results in a very short time and with very comprehensible source code.

This is the end of the book and our FastAPI journey together. We sincerely hope that you liked it and that you learned a lot along the way. We covered many subjects, sometimes just by scratching the surface, but you should now be ready to build your own projects with FastAPI and serve up smart data science algorithms. Be sure to check out all the external resources we mentioned along the way, as they will...

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Building Data Science Applications with FastAPI
Published in: Oct 2021Publisher: PacktISBN-13: 9781801079211
© 2021 Packt Publishing Limited All Rights Reserved

Author (1)

author image
François Voron

François Voron graduated from the University of Saint-Étienne (France) and the University of Alicante (Spain) with a master's degree in machine learning and data mining. A full stack web developer and a data scientist, François has a proven track record working in the SaaS industry, with a special focus on Python backends and REST APIs. He is also the creator and maintainer of FastAPI Users, the #1 authentication library for FastAPI, and is one of the top experts in the FastAPI community.
Read more about François Voron

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