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FaceMaskDetection-dnn

这个项目是基于原始的人脸口罩检测https://github.com/AIZOOTech/FaceMaskDetection 本项目是属于它的延伸,在AIZOOTech的项目里,提供了pytorch,tensorflow,caffe,keras,mxnet这五种深度学习框架的前向推理,检测人脸并判断是否佩戴了口罩。在本项目中,使用opencv里的dnn模块做深度学习前向推理,从而摆脱了在前向推理时对深度学习框架的依赖。在本项目中,只需要opencv,numpy,PIL,argparse这4个库,即可完成人脸口罩检测的深度学习前向推理任务,不再需要额外安装任何深度学习框架了。假如你的机器上的python环境里没有opencv,那你在终端输入 pip install opencv-python完成opencv的安装,然后运行python opencv_dnn_infer.py

用SSD网络检测人脸是否佩戴口罩 C++版本的主程序是main.cpp,如果运行程序时在readNet这一句出错,那很有可能是你的opencv版本问题,这时需要升级opencv的版本

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