COVID19 Face Mask Detection using Deep Learning

Versión 1.0.0 (168 MB) por Wanbin Song
The entire workflow of developing deep learning model for detecting face mask.
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Actualizado 10 jun 2020
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Nota del editor: 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.

Citar como

Wanbin Song (2024). 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. Recuperado .

Compatibilidad con la versión de MATLAB
Se creó con R2020a
Compatible con cualquier versión desde R2020a
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Versión Publicado Notas de la versión
1.0.0

Para consultar o notificar algún problema sobre este complemento de GitHub, visite el repositorio de GitHub.
Para consultar o notificar algún problema sobre este complemento de GitHub, visite el repositorio de GitHub.