SAMS

山姆

使用實時面部識別系統的智能出勤管理系統的桌面GUI

屏幕截圖

GUI：

添加新學生：

add-1	add-2

附加3	附加4

更新學生的出勤率：

攻擊	Excel表

設計

該項目有2個模塊：

第一個，“添加學生”模塊，將新學生添加到系統中。圖像通過網絡攝像頭拍攝。圖像的二進制數據是通過本地服務器從GUI前端體系結構發送到後端體系結構的，該架構負責將文件保存在應用程序所居住的本地目錄（資產）中的“ .jpeg”格式中。然後，所有圖像都從資產文件夾中逐一加載，然後通過Python的OpenCV庫確定其128-D面部編碼。

第二個，“出勤”模塊主要負責實現項目的目標。然後將Excel表相應地更新為已確定面部所需的捲數。

最後，這兩個模塊都已合併在一起，並使用Python的EEL庫將其包裝到可執行的應用程序中，該庫是可執行的跨平台IE UNIX，Linux和Windows如果要求正確安裝了要求並且其路徑已正確指定。該最終系統也可以在Web瀏覽器中使用。

包裝結構

 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
|______________________   

安裝

克隆回購和安裝要求：

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

修改catting.py文件，並將項目文件的路徑放置：

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

在根模式下運行代碼（OpenCV需要它）：

 python3 attendance . py ( In Web Browser Mode )

註冊新學生後

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

參加出席

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

未來的想法和戒酒

• 將其完全部署在雲上 - AWS，Azure或GCP

• 圖像必須直立，只有單臉。也添加側向的選項。

• 為管理員製作儀表板

貢獻

歡迎拉動請求。對於重大更改，請先開設一個問題，以討論您想更改的內容。

請確保及時更新測試。

接觸

如果您需要任何幫助，則可以與我聯繫。

訪問：-saketsaumya.info

執照

 MIT License

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