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face_mask_detection's Introduction

Power App sample for Face Mask Detection

Given that COVID-19 (Omicron variation) situation is still not yet controlled, the confirmed cases keep rising in some countries and cities. It's important to make sure people wear a face mask to prevent a potential COVID-19 spread out. Most indoor areas are still required (compulsory required) to wear the face mask before entering. I am delighted to announce this Power App (Canvas App) template to help corporations, enterprises, schools, and universities check are wearing a face mask before entering a venue.

This app is an infused AI model trained with a tool called "Lobe". It used a camera to take an image (every 2 seconds, it can be further tuned down) and perform AI model scoring to identify/classify continuously (every 1 second, it can be further tuned down) is that person is wearing a face mask or not. If it detects people's face mask is off, it will give the block sign and make an error sound. In reverse, it will give a green sign and make a welcome sound.

The template is under /power-app-template/FaceMaskDetection_20220310072308.zip.

You can also refer to Power App Community's Emergency Response Gallery for more details.

With my previous template of "Leave Office/Campus Safe" for tracking, we should make a more safe environment for people using a digital solution with Power Platform (Power App).

For how to import this template into your environment, please refer to this official article. For more details on how to use an image classification model by Lobe in Power Apps, please refer to this official article.

I hope you enjoy it. And god bless, COVID-19 will be gone soon.

Below is a screenshot for reference.

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