https://github.com/bayunova28/face_mask_detection
This repository contains about my personal project to build face mask detection
https://github.com/bayunova28/face_mask_detection
face-mask-detection opencv python
Last synced: 3 months ago
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This repository contains about my personal project to build face mask detection
- Host: GitHub
- URL: https://github.com/bayunova28/face_mask_detection
- Owner: Bayunova28
- Created: 2021-12-26T15:31:21.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2022-05-06T12:10:24.000Z (over 3 years ago)
- Last Synced: 2025-04-05T09:28:59.838Z (6 months ago)
- Topics: face-mask-detection, opencv, python
- Language: Python
- Homepage:
- Size: 2.16 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Face Mask Detection
Face mask detection involves detecting the location of the face and then determining whether it has a mask on it or not. The issue is proximate cognate to general object detection to detect the classes of objects. Face identification categorically deals with distinguishing a specific group of entities Face. It has numerous applications, such as autonomous driving, education, surveillance etc. In this project we are using a simplified approach to serve the above purpose using the basic Machine Learning (ML) packages such as TensorFlow, Keras and OpenCV.
## Additional Files
* [Haarcascade Frontal Face Default](https://github.com/Bayunova28/Face_Mask_Detection/blob/main/haarcascade_frontalface_default.xml)
* [Training Model](https://github.com/Bayunova28/Face_Mask_Detection/blob/main/TrainingModel.h5)
## Install Package
Make sure you have opencv, numpy, warnings, keras and tensorflow installed. If not install them using pip
```python
pip install --upgrade warnings
pip install numpy
pip install tensorflow
pip install keras
pip install opencv-python
```
## References
* [A Deep Learning Model for Face Mask Detection](https://www.researchgate.net/profile/Abd-El-Aziz-Ahmed-3/publication/355827770_A_Deep_Learning_Model_for_Face_Mask_Detection/links/618055feeef53e51e119c57d/A-Deep-Learning-Model-for-Face-Mask-Detection.pdf)
* [Facial Recognition and Face Mask Detection Using Machine Learning Techniques](https://digitalcommons.montclair.edu/cgi/viewcontent.cgi?article=1729&context=etd)
* [Face Mask Detection Using Convolutional Neural Network (CNN)](https://easychair.org/publications/preprint_download/91Sc)