The subject matter of the article is design an attendance system based on face recognition with anti-spoofing, alarm, and Email Automation to improve accuracy efficiency, highlighting its potential revolutionize traditional tracking methods. administration might be a tremendous load authority if it done manually. Therefore, goal this study reliable efficient that can replace manual approaches w...