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faceid_remake's Introduction

下载数据集

如果不使用Google Colab运行，需要自己下载数据集。 VAP RGBD face database： http://www.vap.aau.dk/rgb-d-face-database/ 后5个解压到/faceid_val，剩下的解压到/faceid_train，注释faceID_train.py第一部分

训练

运行python faceID_train.py,训练的模型会保存到faceid_big_rgbd.h5 也可直接下载模型，链接：https://pan.baidu.com/s/1wPkrwyw1lO_kvpMC4GnmDw ,提取码：aewz

运行

运行python faceID_test.py，返回两组rgbd图像之间的距离dis

测试结果

与同一用户不同姿势间距离

与不同用户正脸间距离

参考： https://towardsdatascience.com/how-i-implemented-iphone-xs-faceid-using-deep-learning-in-python-d5dbaa128e1d

faceid_remake's People

Contributors

zj19941113 avatar

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