priyanshu-bisht / FaceMaskDetection

Face Mask Detection Project made using HaarCascade frontal face detection classifier, OpenCV & Tensorflow in Python.

👾 Face Mask Detection

• In the time of Covid Pandemic WHO and Governments are enforcing people to follow some norms which aren't being followed by people. So to Keep a check on their and everyone's safety we could use this Face Mask Detection Technique.
• This Project is made using the OpenCV & TensorFlow in Python.
• Face Detection Classifier: Haarcascade.
• Works on Images, Recorded Videos & Live Feed.

📦 Prerequisites

• Haarcascade Frontal Face Github link.
• Face Mask Dataset Kaggle Link.

💽 Models

• model01 - Bigger Model (More Accurate)
• model099 - Smaller Model (Less Accurate)
• Haarcascade - Face Detection Model

🌊 Flow

• Detect Face using Haarcascade.
• Use the Trained Model to classify.

🐵 Demo

• In a Video:

• In an Image:

😵 How to

• Method 1:
  git clone https://github.com/priyanshu-bisht/FaceMaskDetection.git
open main.py in IDLE or in your favourite IDE
run the program

• Method 2:
  open the notebooks

• Method 3:
  Image Notebook:
Model Notebook:

Made with ❤ by Priyanshu Bisht