Mask Detection

👩🏽‍💻 Mask Detection with Python!

Vision

My goal is to make a fully functional and easy to use mask detection, I want to make an api or use tensorflowjs and implement the model in a react native app to make it availabe to use to the public.

🔑 Prerequisites

All the dependencies and required libraries are included in the file requirements.txt See here

🚀  Installation

1. Clone the repo

$ git clone https://github.com/micaelillos/Mask-Detection.git

2. Change your directory to the cloned repo and create a Python virtual environment named 'test'

$ mkvirtualenv test

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

$ pip3 install -r requirements.txt

💡 Working

1. Open terminal. Go into the cloned project directory folder 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 

Features

📌 Detect mask from video

📌 Detect mask from image

📌 Detect from phone (coming soon...)

Usage Example

Input

Output

Input

Output

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