abd-shoumik / Face-Mask-detector

It can detect face mask from images and real time videos.(VGG 16,OPENCV & KERAS)

Face-Mask-detector

Find details from my video: (https://youtu.be/-x5jZwjrdGM)

File Details

• Model_training.py: Use this python file to train your model
• Image_final_try : With this file ,you can classify a image whether there is any mask in it or not
• Webcam_try.py: This particular oython file will help you to detect mask/no mask from webcam or any video.
• Haarcascade_frontalface_alt.xml: With the help of it you can detect face features.
• Github Pages of this repo : (https://abd-shoumik.github.io/Face-Mask-detector/.)

To run this code in your terminal:

• *Open your terminal
• Change directory to where you have downloaded this code
• Install python3 if you have not, if installed already then it's ok!
• Run python3 -m venv venv to create a virtual environment named venv.
• Run source venv/bin/activate to activate your environment!
• Write pip install -r requirements.txt to install the python dependencies related to this project like opencv,numpy,tensorflow,keras etc.
• Run the command python3 Model_training.py to train your model
• **Next, write python3 webcam_try.py to openup your webcam and detect whether there is a mask or not!

Contacts:

• Created by:Abdullah Shoumik
• Email: (https://[e-mail])
• LinkedIn: Abdullah Shoumik