Realtime-Facemask-Detection

Python Project using openCV and keras

Installation

Clone the repo

$ git clone https://github.com/fuseplan/Realtime-Facemask-Detection.git

Change your directory to the cloned repo-

$ cd Face-Mask-Detection

Create a Python virtual environment named 'test' and activate it-

$ virtualenv test $ source test/bin/activate

Now, run the following command in your Terminal/Command Prompt to install the libraries required-

$ pip3 install -r requirements.txt

Working

Open terminal. Go into the cloned project directory and type the following command:

$ python3 train_mask_detector.py --dataset dataset

To detect face masks in an image type the following command:

$ python3 detect_mask_image.py --image images/pic1.jpeg

To detect face masks in real-time video streams type the following command:

$ python3 detect_mask_video.py

For streamlit webapp:

$ streamlit run app.py