COVID19 Face Mask Detection using Deep Learning

版本 1.0.0 (167.8 MB) 作者: Wanbin Song

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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更新时间 2020/6/10

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编者注: 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.

引用格式

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. 检索来源 2024/4/18.

需要

Support Packages must be installed to run entire example - Deep Learning Toolbox Importer for Caffe Models - MATLAB Support Package for USB Webcams - GPU Coder Interface for Deep Learning Libraries