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MIT

facenet-demo

数据准备:

①lfw数据集(lfw),bdyun下载:

链接:https://pan.baidu.com/s/1mnr8WCCVCb5wrwFaH_q2UA

提取码:vgs6

存放于 facenet/data

image

②facenet预训练权重(20170512-110547.pb),bdyun下载:

链接:https://pan.baidu.com/s/1Ejp-n_h5wC9hvB7aDojf5A

提取码:l76t

存放于 facenet/weight

image

③facenet预训练pkl文件(classifier.pkl)bdyun下载:

链接:https://pan.baidu.com/s/1rZNGK36sKuAA9dtuhpHIAg

提取码:ic5o

存放于 facenet/weight

image

运行环境

win10,python3.6.3

运行 bat_init_env.bat 下载依赖库

demo使用

运行 bat_align_dataset_mtcnn.bat 人脸对齐 生成 data/lfw_160

运行 bat_detect_face_images.bat 静态图人脸检测、人脸关键点检测

运行 bat_detect_face_camera.bat 摄像头人脸检测、人脸关键点检测

运行 bat_compare.bat 人脸对比

运行 bat_cluster.bat 人脸聚类

运行 bat_predict.bat 在人脸库查找某个人脸

运行 bat_train_tripletloss.bat 训练网络

MIT License Copyright (c) 2016 David Sandberg Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

简介

更改facenet源码目录的一些结构,下载即用。功能包括:一、摄像头人脸检测,关键点检测。二、静态图人脸检测,关键点检测。三、人脸对齐。四、人脸比较。五、人脸聚类。 展开 收起
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