fmd-ai

Setting up Face Mask Detection project in Windows

This is a guide to set up the project on Windows.

🚀  Installation

1. Clone the repo

> git clone https://github.com/b4tec/fmd-ai.git

2. Change your directory to the cloned repo and create a Python virtual environment named 'env', type the following commmand in command prompt

> py -m venv env

3. Activate the Virtual environment with

> .\env\Scripts\activate

4. Now, run the following command in your Command Prompt to install the libraries required

> pip3 install -r requirements.txt

Running the project

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

> python3 train_mask_detector.py --dataset dataset

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

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

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

> python3 detect_mask_video.py 

3. To detect face masks in an image on webapp type the following command:

> streamlit run app.py