COVID19 Face Mask Detection using Deep Learning
The entire workflow of developing deep learning model for detecting face mask.
https://github.com/matlab-deep-learning/COVID19-Face-Mask-Detection-using-deep-learning
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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 (2026). 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 .
General Information
- Version 1.0.0 (168 MB)
-
View License on GitHub
MATLAB Release Compatibility
- Compatible with R2020a and later releases
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.0.0 |
