• 

  A still of the project

:tada: MaskDetectionWebApp :point_left:

An Image Classification Web Appliction built using Tensorflow.js and Google Cloud AutoML Vision API.

UPDATE: deployed it on GCP App Engine. Check it out at: :link: Mask Detection Project :rotating_light: works only on laptop/ PC

It classifies live input from the users Webcam and tells the probability of the user wearing a face mask or not.

Model Metrics :rotating_light:

Confusion Matrix

Precision

How To Use :interrobang:

:heavy_exclamation_mark::heavy_exclamation_mark:Requirements

• Chrome browser
• Stable Internet Connection
• :link:Web server for Chrome

1. Download/ Clone all files from this repo and keep them in a single directory
2. Set up Web Server for Chrome to the above directory
3. Follow the link mentioned in the Web Server for Chrome App
4. Give permission to access camera :camera:
5. Click Start Predicting to see live predictions
6. Click Stop Predicting to stop predicting

## Screenshot of the project

Built With

• google-app-engine
• google-automl-vision
• html
• javascript
• tensorflow.js