人脸识别签到系统
前言
基于python+face_recognition+opencv+pyqt5+百度AI实现的人脸识别、语音播报、语音合成、模拟签到系统(1)
效果图如下:
演示视频:
项目介绍
##### 功能
使用python3+写的,使用face_recognition(python开源的人脸识别库)进行人脸识别 ,使用opencv2进行打开显示摄像头图片等,使用pyqt5是ui界面,使用百度AI中的百度语音合成实现语音播报和语音合成,使用对excel的操作以及人脸识别实现模拟签到。
##### 使用方法
. 只需要把一张具有人脸信息的图片按名字命名放到相应的文件夹中,在text.txt文本中输入详细信息,即可使用。
. github上有演示视频,详细演示了所能实现的功能
##### else
学习python不久,很多知识都是网上找的,做的也比较匆忙,所以配置什么的直接使用我当时参考的链接。
项目环境搭建
(Windows下)
1.首先安装python 以及IDE
python下载(本项目使用的3.6)
然后装pycharm (推荐)下载链接
设置 字体 风格
https://blog.csdn.net/vernice/article/details/50934869 https://www.cnblogs.com/Will-guo/p/6321828.html
对pycharm的一些配置
2.安装opencv
https://jingyan.baidu.com/article/e75aca8503c548142fdac660.html
按链接的操作做 就行
确保电脑有pip(python3会预装)
pip install opencv-python 会自己安装cv2和numpy模块
可以使用cmd中 python-import cv2 再次import numpy 没提示错误就说明装好了
3.安装face_recognition
使用pip install下载不了需要安装dlib
https://my.oschina.net/u/2428854/blog/1797473 使用这个链接 按照步骤操作
首先要装vs2015 然后装boost、 cmake 、 dlib、最后再装face_recognition
比较费时间 电脑上有下载好的D:\张文豪\资源\软件 vs2015 E:\人脸识别\文件\安装face_recognition 这里面是需要用到的boost cmake dlib
https://blog.csdn.net/qq_15192373/article/details/78623741
可以参考这个 python3.6使用anconda安装 face_recogntion就会很简单
4.安装pyqt5
对pyqt5和pycharm进行连接
https://blog.csdn.net/u013044310/article/details/80777840
安装Anaconda我装 的是3-4.40 版本 里面有很多关于python的库 其中就包括pyqt5 和qtdesigner
然后需要将他们配置到pycharm中 便于使用
5.使用百度语音合成模块
申请百度账号进入百度ai创建应用 获取appid api key 等 语音合成代码里面要用到
https://ai.baidu.com/tech/speech/tts 百度ai
6.pip install XXX
有些库需要用到 可能anaconda上面并没有 需要自己使用pip isntall进行安装 这是主函数里面用到的一些库
以下几个库需要试一下电脑上是否有 可以使用 win+r–cmd–python–import XXX 如果没有提示错误就说明已经安装了XXX
baidu-aip 百度AI的模块 语音合成需要用
xlrd,xlwt,xlutils (三个是分开的)操作excel 读 写 结合读写
threading 使用多线程
time 时间库
datatime 关于时间的库
后三个不一定需要安装 安装之前试一试
else
功能介绍在 https://blog.csdn.net/Nirvana_6174/article/details/82824871
项目地址:https://github.com/niehen6174/Face-recognition-check-in-system
其他人脸识别模块介绍 http://niehen.cn/category/%e4%ba%ba%e8%84%b8%e8%af%86%e5%88%ab/
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