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face_recognition_mlops's Introduction

Production Ready Face Recognition App Flask and MLOPs

Flask, Azure App Service.

Step 1. The app is working on codespace

the model itself is not full accurate. but the purpose of this application is mainly for MLOPs CICD and deployment using azure or aws

Step2. Deploy in Azure.

Build docker file

Carefully read rundocker.sh and clear_container.sh file. select the command you need or run the bash file as a whole

Deploy to Azure app service

Build yaml file

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