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COVID19 Face Mask Detection using Deep Learning

version 1.0.0 (168 MB) by Wanbin Song
The entire workflow of developing deep learning model for detecting face mask.

90 Downloads

Updated 10 Jun 2020

GitHub view license on GitHub

Editor's Note: This file was selected as MATLAB Central Pick of the Week

To be a part of the worldwide trend, I've created a COVID19 mask detection deep learning model. It includes semi-auto data labeling, model training, and GPU code generation for real-time inference. Our MathWorks Korea staffs were willing to share their selfies(Non-distributable) with masks while working from home, so I can create the dataset easily.
Unfortunately, the dataset is not distributable, so you need to create your own dataset for training your own model. I've included some of sample data in SampleMaskData folder.

Copyright 2020 The MathWorks, Inc.

Cite As

Wanbin Song (2020). COVID19 Face Mask Detection using Deep Learning (https://github.com/matlab-deep-learning/COVID19-Face-Mask-Detection-using-deep-learning/releases/tag/1.0.0), GitHub. Retrieved .

Comments and Ratings (4)

Sam Jeong

Tahariet Sharon

Tahariet Sharon

error: VALUESET must be the same class as DATA

ibrahim emre tastan

nice

MATLAB Release Compatibility
Created with R2020a
Compatible with R2020a and later releases
Platform Compatibility
Windows macOS Linux

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