SAMS

山姆

使用实时面部识别系统的智能出勤管理系统的桌面GUI

屏幕截图

GUI：

添加新学生：

add-1	add-2

附加3	附加4

更新学生的出勤率：

攻击	Excel表

设计

该项目有2个模块：

第一个，“添加学生”模块，将新学生添加到系统中。图像通过网络摄像头拍摄。图像的二进制数据是通过本地服务器从GUI前端体系结构发送到后端体系结构的，该架构负责将文件保存在应用程序所居住的本地目录（资产）中的“ .jpeg”格式中。然后，所有图像都从资产文件夹中逐一加载，然后通过Python的OpenCV库确定其128-D面部编码。

第二个，“出勤”模块主要负责实现项目的目标。然后将Excel表相应地更新为已确定面部所需的卷数。

最后，这两个模块都已合并在一起，并使用Python的EEL库将其包装到可执行的应用程序中，该库是可执行的跨平台IE UNIX，Linux和Windows如果要求正确安装了要求并且其路径已正确指定。该最终系统也可以在Web浏览器中使用。

包装结构

 SAMS App                  # Root Package (ZIP Format)
.
├── Contains              
│   ├── Assets            # Images of the new students a/c to roll no captured for training
│   ├── Web               # All the front end files
│   └── attendance.py     # Python code for establishing server and doing OpenCV work
|   └── requirements.txt  # Requirements file
|______________________   

安装

克隆回购和安装要求：

git clone https://github.com/saket13/SAMS
cd path_to_SAMS
pip3 install requirements.txt

修改catting.py文件，并将项目文件的路径放置：

DIRECTORY_PATH = ' /Users/saket/Downloads/SAMS/ '                             # Put here the PROJECT DIRECTORY PATH
IMAGE_DIRECTORY_PATH = ' /Users/saket/Downloads/SAMS/assets/ '                # Put here the ASSESTS FOLDER PATH 

用法

在根模式下运行代码（OpenCV需要它）：

 python3 attendance . py ( In Web Browser Mode )

注册新学生后

Press CTRL + C to stop and 
run python3 attendance.py again to train new faces

参加出席

Run code in root mode and
Click On ' Take Attendance ' Button 

未来的想法和戒酒

• 将其完全部署在云上 - AWS，Azure或GCP

• 图像必须直立，只有单脸。也添加侧向的选项。

• 为管理员制作仪表板

贡献

欢迎拉动请求。对于重大更改，请先开设一个问题，以讨论您想更改的内容。

请确保及时更新测试。

接触

如果您需要任何帮助，则可以与我联系。

访问：-saketsaumya.info

执照

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