Python & FastAPI Tutorial: Create an ai microservice to extract text from images.

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Learn how to deploy an AI microservice REST API endpoint using FastAPI, pytesseract, Docker, & DigitalOcean App Platform.

0:00:00 Welcome
0:01:08 Requirements
00:03:01 Setup Environment
00:08:52 Your first FastAPI App
00:16:03 FastAPI & Jinja Templates
00:29:09 FastAPI & PyTest
00:36:30 FastAPI Git & pre-commit
00:45:34 Deploy to DigitalOcean
00:53:36 Deploy Docker App to DigitalOcean App Platform
01:17:19 FastAPI Settings & Environment Variables & dotenv
01:23:33 Handling File Uploads
01:32:33 Automated Testing File Uploads
01:41:58 Image Upload Validation & Tests
01:51:26 Implementing Tesseract & pytesseract
02:05:06 Authorization Headers
02:16:05 Production Endpoint & Authorization Tests
02:19:28 One-Click Deploy on DigitalOcean App Platform
02:27:01 Thank you

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Absolutely amazing. Finally someone is demystefying AI and how to implement it.

harshitsantosh

Happy Teacher's day to you sir ♥...thanks for this great tutorial👏

AbhishekVerma-fewo

Yes, we'd like to have more FastAPI general web application talk.

goodwish

Man, that's awesome! Very helpful for those who do not know how their GitHub repos should look like

arturkabitcher

I wonder why your videos are getting this less number of views. Your content is exceptionally awesome.

momodoubjallow

Awesome contact by wonderful teacher with classic explaination

kumarraja

very happy that you back again with FastAPI. Thanks

pigludada

Thanks for posting such good videos. Because of you I was able to learn these thing. Love you contents dude 💖

arnabbiswas

Wonderful! Thanks for covering all the topic in the suitable complex level for me. ^_^

goodwish

That’s some godlike content. Are there gonna be any projects with tensorflow, pytorch and opencv?

conskykek

Wow 😍😍🤩, pretty excited about new content.

prakashkumarbhanja

Man you are the best, thank you very much

robertcoffie

Great tutorial, thanks!!!
But build time in digital ocean is sucks, simple app tooks 25 minute LOL

sajibmondol

Can you help please ? I have issues in some code about watermarking

hasanjameel

How to test the HTML response text? with the whole string ?

goodwish

Hello CodingEntrepreneurs, Do you have any course related to building real world Microservices using Python web framework (such as Django/FastAPI) in Udemy? If yes, please let me know, thanks

bumblebeeable

The github and pre-commit section of this was not needed damn

tekefsane

The main purpose of this tutorial could have taken 45mins - 1hr to fulfil. A lot of irrelevant things damn!

kolosafogaming

Sorry, but where is the example of the microservice architecture?

ninolindenberg

Justin is really angry. My PC has been feeling the heat for days.

timthegreatone

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Python & FastAPI Tutorial: Create an ai microservice to extract text from images.

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