Face-Mask-Detection-and-Alert-System
Face-Mask-Detection
⌛Project Demo
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| Mask or No Mask | Mask Under the Nose |
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| 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! ❤️