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cv-facial-filters's Introduction

实时人脸贴纸:基于3D人脸模型

Author: Candy?, maghsk, CeoxNim

项目说明

这是一个使用深度学习方法的实时人脸贴纸项目,代码全部使用python完成。

这是AI引论课CV实践课的一个课程大作业。

具体内容请见poster

poster

代码说明

main.py 是主程序,python main.py可以进入图形化界面。

默认使用CPU,如果要改用GPU,请手动修改main.py

a_fb.pya_mbn.py是各部分的拼接,不同之处在于一个使用faceboxes另一个使用mobilenet。

MEOW3DDFA里是3DDFA部分,其中a_3ddfa.py是接口。

deepface是使用GPU的人脸检测,方法是mobilenet

FaceBoxes是使用CPU的人脸检测,方法是faceboxes

(PS:我们在后期版本中弃用了MTCNN)

filters.py是添加贴纸的代码。

big-final.uiui.py等是GUI相关文件。

如果有任何运行问题,请联系 [email protected]

References

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