https://github.com/naemazam/real-time-face-mask-detection
Real-Time Face Mask Detector With Python, OpenCV, Keras
https://github.com/naemazam/real-time-face-mask-detection
face face-detection facemask-detection keras mask-detection naemazam opencv python real
Last synced: 14 days ago
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Real-Time Face Mask Detector With Python, OpenCV, Keras
- Host: GitHub
- URL: https://github.com/naemazam/real-time-face-mask-detection
- Owner: naemazam
- License: mit
- Created: 2022-08-26T11:33:37.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-09-04T17:22:27.000Z (over 2 years ago)
- Last Synced: 2025-03-25T15:21:15.375Z (about 1 month ago)
- Topics: face, face-detection, facemask-detection, keras, mask-detection, naemazam, opencv, python, real
- Language: Python
- Homepage:
- Size: 19 MB
- Stars: 9
- Watchers: 1
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Real-Time-Face-Mask-Detection
Real-Time Face Mask Detection OpenCV Python – During the COVID-19 pandemic, WHO mandated the use of masks to guard against the deadly virus. With regards to the mandate, we came up with a machine learning project called Real-Time Face Mask Detection was developed using Python OpenCV and Keras.
We used Python, Keras, and OpenCV to create a deep learning model for face mask identification in this project. The face mask detector model was created to determine whether or not a person is wearing a mask. We used Keras with network architecture to train the model.
# Importance of Real-Time Face Mask Detection Python
When talking, breathing, or coughing, face coverings reduce the volume and travel distance of exhaled droplets. A face mask with no vents or holes will filter out virus-carrying particles from inhaled and exhaled air, lowering the risk of infection.
# Major Functionalities
Display Real-Time Camera – For this functionality the system will display a real-time camera.
Detecting Faces – For this functionality the real-time camera detect faces.
Detecting Wearing Mask or Not – For this functionality the system detects if the person wearing face mask or not.
# Where We can Use It ?
- Schools
- Malls
- Restaurant
- Public Places
- Hospitals and ETC.
# Install Guide
# Output
# Super Visor
Shuyin Xia (夏书银), Ph.D
School of Computer Science & Artificial Intelligence
Ex-Director of Chongqing Artificial Intelligence Society, Chongqing. China
Chongqing University of Posts and Telecommunication, China