Facemask Detection

Mpho Mphego

Mpho Mphego

Cape Town, Western Cape

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  • 0 Collaborators

Face Mask Detection application uses Deep Learning/Machine Learning to recognize if a user is not wearing a mask and issues an alert. By utilizing pre-trained models and Intel OpenVINO toolkit with OpenCV. This enables us to use the async API which can improve overall frame-rate of the application, ...learn more

Project status: Under Development

Artificial Intelligence

Intel Technologies
OpenVINO

Code Samples [1]

Overview / Usage

As more and more COVID-19 cases are reported each day and South Africa’s lock down restrictions have been loosen, we will be seeing an increase on the number of cases due to the lack of social distancing and the usage of facial masks.

Methodology / Approach

I will walk you through the processes of creating a Face Mask Detector application using pre-trained models and Intel OpenVINO toolkit with OpenCV. This application can be improved and then integrated with CCTV or other types of cameras to detect and identify people without masks in public areas such as shopping centres and etc. The application could be useful in controlling the spread of the ever-increasing COVID-19 virus.

Repository

https://github.com/mmphego/face_mask_detection_openvino

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