毕业设计---基于人脸识别的Web端考勤系统

深藏阁楼爱情的钟 2023-02-15 05:21 104阅读 0赞

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## 一，前景摘要 ##

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### 1.1，背景简介 ###

1.  本文是对自己的毕业设计项目做一个综合性的归纳，涉及了一些重要板块的编程代码。
2.  是一个基于web端的人脸识别项目，希望有相关需要的同学可以从中得到收获。
3.  由于只在大二时粗略学过python语言，且错过秋招备战春招等原因，于5月份开始一个月内完成。
4.  框架等都是从头开始学习，大部分内容重复，代码极度不简洁。如发现错误欢迎指正。
5.  百度网盘链接：https://pan.baidu.com/s/161t1U0rAY7axadZmTRV\_bQ 提取码: mbzk

### 1.2，知识储备  ###

*  HTML：[https://blog.csdn.net/weixin\_44264744/article/details/104129183][https_blog.csdn.net_weixin_44264744_article_details_104129183]
 *  CSS基础：[https://blog.csdn.net/weixin\_44264744/article/details/104132573][https_blog.csdn.net_weixin_44264744_article_details_104132573]
 *  JavaScript：[https://blog.csdn.net/weixin\_44264744/article/details/104174133][https_blog.csdn.net_weixin_44264744_article_details_104174133]
 *  Python语言：[https://blog.csdn.net/weixin\_44264744/article/details/105339873][https_blog.csdn.net_weixin_44264744_article_details_105339873]
 *  Django官网：[https://docs.djangoproject.com/en/3.0/intro/tutorial02/][https_docs.djangoproject.com_en_3.0_intro_tutorial02]
 *  BootStrap官网：[https://www.bootcss.com/][https_www.bootcss.com]
 *  HighCharts官网：[https://www.highcharts.com.cn/docs/start-helloworld][https_www.highcharts.com.cn_docs_start-helloworld]

### 1.3，参考网站综述： ###

*  刘江博客：[https://www.liujiangblog.com/course/django/138D][https_www.liujiangblog.com_course_django_138D]
 *  文章分页：[https://www.cnblogs.com/donghaiming/p/11007505.html][https_www.cnblogs.com_donghaiming_p_11007505.html]
 *  表单写法：[https://www.cnblogs.com/tyler-bog/p/11040914.html][https_www.cnblogs.com_tyler-bog_p_11040914.html]
 *  博学谷项目：[https://xuexi.boxuegu.com/video.html?courseId=1150][https_xuexi.boxuegu.com_video.html_courseId_1150]
 *  多列表渲染：[https://blog.csdn.net/qq\_41448891/article/details/90318298][https_blog.csdn.net_qq_41448891_article_details_90318298]  
 *  Django零基础：[https://www.bilibili.com/video/BV1Wt411K7QH?from=search&seid=13601957935054218903][https_www.bilibili.com_video_BV1Wt411K7QH_from_search_seid_13601957935054218903]
 *  登陆注册详细版：[https://www.cnblogs.com/robindong/p/9610057.html][https_www.cnblogs.com_robindong_p_9610057.html]

### 1.4，平台所需 ###

*  操作系统：Windows 64位
 *  第三方库：OpenCV，numpy，os，urlib，io，time，dlib等
 *  开发语言：Python
 *  数据库：sqlLite3
 *  编辑器：Pycharm
 *  包管理工具：Anaconda

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## 二，主要页面效果展示 ##

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### 2.1，注册页面 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70][]

### 2.2，邮箱验证页面 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 1][]

### 2.3，登陆页面  ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 2][]

### 2.4，登出页面  ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 3][]

### 2.5，主页面 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 4][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 5][]

###  2.6，老师发布课程 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 6][]

### 2.7，老师课程情况 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 7][]

### 2.8，课程签到发布 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 8][]

### 2.9，老师查看考勤状况 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 9][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 10][]

### 2.10，学生选择课程 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 11][]

### 2.11，学生选课清单 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 12][]

### 2.12，学生考勤情况 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 13][]

### 2.13，学生考勤签到 ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 14][]

### 2.14，人脸颜值测测： ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 15][]

### 2.15，视频教程学习： ###

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 16][]

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## 三，使用配置 ##

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### 3.1，安装配置教程 ###

*  [Pycharm的破解安装][Pycharm]&[配置教程][Pycharm]
 *  [Pycharm创建Django项目][Pycharm_Django] 
 *  [pycharm每次新建项目都要重新安装一些第三方库解决办法][pycharm]
 *  Pycharm导入anaconda环境    [PyCharm+Anaconda环境配置][PyCharm_Anaconda]  
 *  [大多数库的下载地址][Link 1]  [查找Python安装目录][Python]

### 3.2， 包的安装 ###

*  注意：包的安装注意彼此之间的版本兼容问题，同时版本不同代码编写有时也不同
 *  方法一：Anaconda Prompt中：pip install 库名 -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com 镜像加速
 *  方法二：下载.whl文件，通过命令行cd 到对应目录下，在通过pip进行安装  [大多数库的下载地址][Link 1]
 *  方法三：Anaconda Navigator安装：点击绿色圈，选最左侧第二行environment，root，not installed  搜索对应包名，安装
 *  注意：
    
     *  包的安装注意彼此之间的版本兼容问题，同时版本不同代码编写有时也不同
     *  urllib和urllib2在Python3之后的版本中合并，安装应：pip install urllib3
     *  Python3.7版本安装tensorflow最好指定14/pip install tensorflow==1.15 
     *  Python3.7对应的Dlib版本需3.7，网上大多3.6版本，[链接如下][Link 2]
     *  人脸检测Opencv对应的[haarcascades文件][haarcascades]

### 3.3，常见命令行操作 ###

*  切换到E盘：E:
 *  切换上一个：cd ..
 *  切换到指定路径：cd  路径名
 *  pip操作版本更新：python -m pip install --upgrade pip
 *  强制安装对应库： pip install --ignore-installed  <库名>
 *  查看python版本：python -V
 *  查看anaconde安装的包：conda list

### 3.4，创建一个Django项目 ###

*  方法一：通过命令行创建
    
     *  pip install django==1.8.2 //下载对应的包 
     *  去对应目录下，cmd，回车打开命令行（OR  用\*\*管理员打开切换\*\*到合适的目录哦）![2020060613284062.png][]
     *  django-admin startproject 项目名  //创建项目 ，\*\*cd  项目名\*\*  ，到对应项目下
     *  python manage.py startapp app  // 建立app，若pycharm需先venv\\Scripts\\activate
     *  python manage.py runserver//启动项目
 *  方法二：通过Pycharm创建项目
    
     *  打开Pycharm，点击file，选择new project，点击Django，Location为创建的项目位置
     *  点击File，点击Settings，选择Project interpreter，右侧显示对应安装的包：
        
         *  一般选择Anaconda，进行配置添加  Pycharm导入anaconda环境    [PyCharm+Anaconda环境配置][PyCharm_Anaconda]  
         *  [此外可单独创建一个项目放置配置好的包，之后创建其它项目，导入该项目包的配置][pycharm]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 17][]

### 3.5，环境配置 ###

详细请看：[https://blog.csdn.net/weixin\_44264744/article/details/105339873][https_blog.csdn.net_weixin_44264744_article_details_105339873]  五，框架之Django

**资源目录：**

![20200606134934550.png][]

**app项目：**

![20200606135037216.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80NDI2NDc0NA_size_16_color_FFFFFF_t_70 18][]

**Setting配置：**

......
    INSTALLED_APPS = [
        'django.contrib.admin',
        'django.contrib.auth',
        'django.contrib.contenttypes',
        'django.contrib.sessions',       #自带的session缓存模式
        'django.contrib.messages',
        'django.contrib.staticfiles',
        'face',    #添加app名字
    ]
    ......
    DATABASES = {                               #数据库配置  sqlite3
        'default': {
            'ENGINE': 'django.db.backends.sqlite3',
            'NAME': os.path.join(BASE_DIR, 'db.sqlite3'),
        }
    }                               
    ......
    DATABASES={  
        'default': {
            'ENGINE': 'django.db.backends.mysql',   #数据库类型
            'NAME':'ttsx',                          #名字
            'HOST':'localhost',                     # 地址
            'PORT':'3306',                          #端口
            'USER':'xxxxx',                         #账号
            'PASSWORD':'xxxx',                      #密码
    }} #model.py 开头添加from future import unicode_literals,mysql连接需要安装Pillow   
    ...... 
    LANGUAGE_CODE = 'zh-hans'   #改换成中国时区
    TIME_ZONE = 'Asia/Shanghai'
    ......
    STATIC_URL = '/static/'      
    STATICFILES_DIRS = [
        os.path.join(BASE_DIR, 'static')  #无论目录是APP/根或是其它 方便查找static  
    ]

**url.py配置：**

from django.contrib import admin
    from django.urls import path, include 
    from face import views  #从对应app内导入函数
    
    urlpatterns = [
        path('admin/', admin.site.urls),
        path('register',views.Register), 
    ]

[100个好看的登陆注册页面][100]

[https_blog.csdn.net_weixin_44264744_article_details_104129183]: https://blog.csdn.net/weixin_44264744/article/details/104129183
[https_blog.csdn.net_weixin_44264744_article_details_104132573]: https://blog.csdn.net/weixin_44264744/article/details/104132573
[https_blog.csdn.net_weixin_44264744_article_details_104174133]: https://blog.csdn.net/weixin_44264744/article/details/104174133
[https_blog.csdn.net_weixin_44264744_article_details_105339873]: https://blog.csdn.net/weixin_44264744/article/details/105339873
[https_docs.djangoproject.com_en_3.0_intro_tutorial02]: https://docs.djangoproject.com/en/3.0/intro/tutorial02/
[https_www.bootcss.com]: https://www.bootcss.com/
[https_www.highcharts.com.cn_docs_start-helloworld]: https://www.highcharts.com.cn/docs/start-helloworld
[https_www.liujiangblog.com_course_django_138D]: https://www.liujiangblog.com/course/django/138D
[https_www.cnblogs.com_donghaiming_p_11007505.html]: https://www.cnblogs.com/donghaiming/p/11007505.html
[https_www.cnblogs.com_tyler-bog_p_11040914.html]: https://www.cnblogs.com/tyler-bog/p/11040914.html
[https_xuexi.boxuegu.com_video.html_courseId_1150]: https://xuexi.boxuegu.com/video.html?courseId=1150
[https_blog.csdn.net_qq_41448891_article_details_90318298]: https://blog.csdn.net/qq_41448891/article/details/90318298
[https_www.bilibili.com_video_BV1Wt411K7QH_from_search_seid_13601957935054218903]: https://www.bilibili.com/video/BV1Wt411K7QH?from=search&seid=13601957935054218903
[https_www.cnblogs.com_robindong_p_9610057.html]: https://www.cnblogs.com/robindong/p/9610057.html
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[Pycharm]: https://blog.csdn.net/qq_39036844/article/details/88390206?depth_1-utm_source=distribute.pc_relevant.none-task-blog-OPENSEARCH-4&utm_source=distribute.pc_relevant.none-task-blog-OPENSEARCH-4
[Pycharm_Django]: https://blog.csdn.net/howard2005/article/details/93491364?depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromBaidu-1&utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromBaidu-1
[pycharm]: https://blog.csdn.net/qq_31638535/article/details/80574513
[PyCharm_Anaconda]: https://blog.csdn.net/echo_he_666/article/details/94220139
[Link 1]: https://www.lfd.uci.edu/~gohlke/pythonlibs/
[Python]: https://www.cnblogs.com/miaoqianling/p/10629129.html
[Link 2]: https://blog.csdn.net/ljflinux/article/details/104286540
[haarcascades]: https://opencv.org/releases/%20sources/data/haarcascades
[2020060613284062.png]: https://img-blog.csdnimg.cn/2020060613284062.png
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[20200606134934550.png]: https://img-blog.csdnimg.cn/20200606134934550.png
[20200606135037216.png]: https://img-blog.csdnimg.cn/20200606135037216.png
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[100]: https://blog.csdn.net/line233/article/details/83512704?utm_medium=distribute.pc_relevant.none-task-blog-BlogCommendFromBaidu-5&depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromBaidu-5