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A Machine Learning Real-time Face Mask Detection project built in Python using OpenCV, Tensorflow, and Keras

License: MIT License

Python 98.28% C 0.76% Fortran 0.03% Makefile 0.01% MATLAB 0.01% TeX 0.08% Shell 0.01% Roff 0.02% JavaScript 0.01% CSS 0.01% PowerShell 0.04% Batchfile 0.01% Cython 0.75%
python machine-learning python3 keras keras-tensorflow covid-19 facemask-detection face-mask-detection face-mask-detector mask-detection real-time opencv opencv-python

realtime-face-mask-detection's Introduction

Realtime Face Mask Detection

Technology Used: Python, OpenCV, and Keras

Realtime

I have built a real-time system to detect whether the person on the webcam is wearing a mask or not. I have trained the face mask detector model using Keras and OpenCV.

Introduction

During pandemic COVID-19, WHO has made wearing masks compulsory to protect against this deadly virus. In this project I have developed a machine learning project – Real-time Face Mask Detector with Python.

3

Dataset

The datasets I have used consists of 1376 images with 690 images containing images of people wearing masks and 686 images with people without masks.
Download the dataset from here: Face Mask Dataset

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