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hi everyone Iamp;#39;m Patrick from assembly Ai and in this tutorial we built an AI power face restoration app that can restore old photos so let me quickly demonstrate an example here we upload and submit a file and now it will run the model in the background and here we already have the result so we can see the original image and then the restored image which has a much better quality and the app is built with flask and for the model we are going to use replicate that lets you run open source models with a cloud API you can get started for free here and the model we are going to use is called gfp Gan that you can also find on GitHub and then you will also learn how to deal with file uploading in flask and before we start I want to give a quick shout out to this very cool website restorephotos.io this gave me the idea to this project here of course the UI looks much nicer but in our case we learn how to build this yourself and have more Flex possibility and control over this but yeah