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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Anmerkung des Herausgebers: 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.

Zitieren als

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. Abgerufen .

Allgemeine Informationen

Kompatibilität der MATLAB-Version

  • Kompatibel mit R2020a und späteren Versionen

Plattform-Kompatibilität

  • Windows
  • macOS
  • Linux
Version Veröffentlicht Versionshinweise Action
1.0.0

Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.
Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.