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All Projects → hpc203 → FaceMaskDetection-dnn

hpc203 / FaceMaskDetection-dnn

Licence: other
用opencv的dnn模块实现人脸口罩检测，包含C++和Python两种版本的实现

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opencvdeep-learningdnnfacemask-detection

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View All Similar Projects ➔

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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