https://github.com/suyashsonawane/mask-detector

A classifier built with TensorFlow2.0 which can predict wheather the subject is wearing mask or not, the model is a Convolution Model with 98% accuracy.
https://github.com/suyashsonawane/mask-detector

cnn computer-vision tensorflow

Last synced: about 1 month ago
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A classifier built with TensorFlow2.0 which can predict wheather the subject is wearing mask or not, the model is a Convolution Model with 98% accuracy.

• Host: GitHub
• URL: https://github.com/suyashsonawane/mask-detector
• Owner: SuyashSonawane
• Created: 2020-04-28T15:39:40.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2020-04-28T16:43:28.000Z (about 6 years ago)
• Last Synced: 2025-03-22T16:46:53.904Z (over 1 year ago)
• Topics: cnn, computer-vision, tensorflow
• Language: Jupyter Notebook
• Homepage: https://mask-detector.surge.sh/
• Size: 5.86 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Mask Detector

[![Version badge](https://img.shields.io/badge/Version-1.00-green)](https://github.com/SuyashSonawane/Mask-Detector/blob/master/Mask_Detector.ipynb)

[![Generic badge](https://img.shields.io/badge/TensorFlow-2.0-orange.svg)](https://github.com/tensorflow)

[![MIT license](https://img.shields.io/badge/License-MIT-blue.svg)](https://lbesson.mit-license.org/)

[![Maintenance](https://img.shields.io/badge/Maintained%3F-yes-green.svg)](https://github.com/SuyashSonawane/Mask-Detector)

Model is deployed with Tensorflow.js at [https://mask-detector.surge.sh/](https://mask-detector.surge.sh/)

A classifier built with TensorFlow2.0 which can predict wheather the subject is wearing mask or not, the model is a Convolution Model with 98% accuracy.

Dataset used [Mask Datasets V1](https://www.kaggle.com/ahmetfurkandemr/mask-datasets-v1) by [ahmetfurkandemr](https://www.kaggle.com/ahmetfurkandemr)

### Model Architecture

> ![](https://mask-detector.surge.sh/Annotation%202020-04-24%20111953.jpg)

### Visualizing graphs

![](https://mask-detector.surge.sh/acc.png)

![](https://mask-detector.surge.sh/loss.png)