https://github.com/champ96k/face-mask-detection-using-tensorflow-lite-image-classification

Face mask detection system using Tensorflow Lite.
https://github.com/champ96k/face-mask-detection-using-tensorflow-lite-image-classification

flutter tensorflowlite

Last synced: about 1 month ago
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Face mask detection system using Tensorflow Lite.

• Host: GitHub
• URL: https://github.com/champ96k/face-mask-detection-using-tensorflow-lite-image-classification
• Owner: champ96k
• Created: 2020-10-26T21:12:04.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2021-03-13T04:25:03.000Z (over 5 years ago)
• Last Synced: 2025-02-24T12:17:43.527Z (over 1 year ago)
• Topics: flutter, tensorflowlite
• Language: Dart
• Homepage:
• Size: 5.89 MB
• Stars: 3
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml

Awesome Lists containing this project

README

          
### Face Mask Detection :

Face Mask Detection system built with Flutter, TensorFlow using Deep Learning and Computer Vision concepts in order to detect face masks using images 

  ![](Screenshot/pic102.jpg)

### 😇 Motivation

In the present scenario due to Covid-19, there is no efficient face mask detection applications which are now in high demand for transportation means, densely populated areas, residential districts, large-scale manufacturers and other enterprises to ensure safety. Also, the absence of large datasets of ‘with_mask’ images has made this task more cumbersome and challenging.

### Screenshot

With Mask                  |  Without Mask

:-------------------------:|:-------------------------:

![](Screenshot/pic1.jpeg)  |  ![](Screenshot/pic2.jpeg)

### Teachable Machine [Link](https://teachablemachine.withgoogle.com/)

Train a computer to recognize your own images, sounds, & poses. 

A fast, easy way to create machine learning models for your sites, apps, and more – no expertise or coding required.

### 📁 Dataset

The dataset used can be downloaded here - [Click to Download](https://www.kaggle.com/sumansid/facemask-dataset)

##### This dataset consists of 2500+ images belonging to two classes:

  - with_mask: 1000+ images

  - without_mask: 1500+ images

  

  

##### The images used were real images of faces wearing masks. The images were collected from the following sources:

  - Kaggle datasets

###  Wanna Contribute? 🚀

  You can contribute by doing one of the following:

  - Starring the repository ⭐

  - Forking the repository 🍴

  - Creating an Issue ❌

  - Creating a Pull Request ✔

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