Real-Time Face Mask Detection OpenCV Python – During the COVID-19 pandemic, WHO mandated the use of masks to guard against the deadly virus.
Regarding the mandate, we came up with a machine learning project called Real-time Face Mask Detector with Python in this tutorial.
Based on this, we will create a real-time system that can tell whether or not the person on the webcam is wearing a mask. We will use Keras and OpenCV to train the face mask detector 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.
Real-Time Face Mask Detection Python Beneficiaries
- Schools
- Malls
- Restaurant
- Stores
- Public Places
- Hospitals and ETC.
Real-Time Face Mask Detection OpenCV Python: Project Details and Technology
| Project Name: | Real-Time Face Mask Detection OpenCV Python With Source Code |
| Abstract | Real-Time Face Mask Detection OpenCV Python – Face Mask Detection Platform uses Artificial Network to recognize is a user is not wearing a mask. |
| Language/s Used: | Python Deep Learning |
| Python version (Recommended): | 3.8/3.9 |
| Database: | None |
| Type: | Desktop Application |
| Developer: | Source Code Hero |
| Updates: | 0 |
Real-Time Face Mask Detection OpenCV Python
This Real-Time Face Mask Detection OpenCV Python was developed using Python OpenCV and Keras and This is both a Deep Learning Machine Project.
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.
Real-Time Face Mask Detection Python: 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.
This OpenCV Project In Python also includes a downloadable Python Project With Source Code for free, just find the downloadable source code below and click to start downloading.
To start executing a Real-Time Face Mask Detection Python With Source Code, make sure that you have installed Python in your computer.
Real-Time Face Mask Detection OpenCV Python : Steps on how to run the project
Time needed: 5 minutes
These are the steps on how to run Real-Time Face Mask Detection OpenCV Python
- Download Source Code
First, download the provided source code below.
- Extract File
Next, after the download finished extract the zip file.
- Open CMD
Next, open the folder and type CMD to the file directory.
- Run Project
last, run project by typing py main.py
Download the Source Code below
Summary
In this project, we have developed a deep learning model for face mask detection using Python, Keras, and OpenCV.
We developed the face mask detector model for detecting whether person is wearing a mask or not. We have trained the model using Keras with network architecture.
Training the model is the first part of this project and testing using webcam using OpenCV is the second part.
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Inquiries
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