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MaskKavach is a user-friendly web app leveraging machine learning and TensorFlow.js for instant facial mask detection. Swiftly and accurately identifying mask presence, it promotes safety with real-time feedback. Easy-to-use and responsive, contributing to a safer world. ๐Ÿ˜ท๐Ÿš€

Home Page: https://maskkavach.netlify.app/

HTML 83.57% CSS 16.43%
mask-detection teachable-machine tensoflowjs

maskkavach's Introduction

MaskKavach ๐ŸŽญ

image

Harnessing the capabilities of Machine Learning and Artificial Intelligence to swiftly and accurately detect the presence of facial masks. ๐Ÿš€

Instant Mask Detection ๐Ÿ•ต๏ธโ€โ™‚๏ธ

MaskKavach is a web application that utilizes the power of Machine Learning and TensorFlow.js through the Teachable Machine model by Google. The goal is to provide an easy-to-use solution for instantly detecting whether a person is wearing a facial mask.

Technologies Used ๐Ÿง 

  • Teachable Machine by Google: The machine learning model is created and trained using Teachable Machine, a Google initiative.
  • TensorFlow.js: TensorFlow.js is employed to run the machine learning model directly in the browser.
  • HTML, CSS, Bootstrap: The user interface is designed with HTML, styled with CSS, and enhanced with the Bootstrap framework.

Features ๐Ÿš€

  • Instant Detection: Swiftly detects the presence of facial masks.
  • User-Friendly: Easy-to-use interface with start and stop buttons.
  • Real-time Feedback: Provides real-time feedback on whether a mask is detected.
  • Responsive Design: Responsive web design ensures a seamless experience across devices.

How to Use ๐ŸŽฅ

  1. Click on the "Start" button to initiate the webcam and mask detection.
  2. The system will provide real-time feedback on mask detection.
  3. Click on the "Stop" button to end the webcam and mask detection.

Contribution ๐Ÿ› ๏ธ

Feel free to contribute to the project by submitting bug reports, feature requests, or pull requests. Let's work together to make MaskKavach even better!

License ๐ŸŒ

This project is licensed under the MIT License.

๐ŸŒŸ Thank you for contributing to a safer world! Stay protected with MaskKavach! ๐Ÿ˜ท

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