sidharth178 / Face-Mask-Detection-and-Alert-System

The objective of this project is to detect the presence of a face mask on human faces on live streaming video as well as on images and alert the authority to take action on those who'r not wearing mask.

Face-Mask-Detection

⌛Project Demo

Mask or No Mask	Mask Under the Nose
Showing Hand Infront of Mouth	Ringing Alarm

📌Objective

The objective of this project is to detect the presence of a face mask on human faces on live streaming video as well as on images and alert the authority to take action on those who'r not wearing mask.

📁Dataset

Click here to download the dataset.

The use of several datasets was necessary to collect different scenarios:

• People of different racial and ethnicities
• Masks of different types
• Masks in different positions
• Different Angles

🔑Prerequisites

All the required libraries are included in the file requirements.txt

⚠️TechStack/framework used

• Tensorflow
• Keras
• OpenCV
• Caffe Model
• MobileNetV2

🚀Installation

Step-1: Clone this repository

$ git clone https://github.com/sidharth178/Face-Mask-Detection-and-Alert-System.git

Step-2: Change your directory to the cloned repository

$ cd Face-Mask-Detection-and-Alert-System

Step-3: Install required libraries

$ pip install -r requirements.txt

Step-4: Do Mask detection on webcam & alert them

$ python detect_mask_live.py

🅰️Accuracy & Loss

❤️Owner

Made With ❤️ by Sidharth kumar mohanty

😖Troubleshoot

Any issues??? Feel free to ask. Linkedin

If you find this repo useful,don't forget to give a ⭐

Thanks! ❤️