Workplace attendance tracking has undergone significant evolution with the advancement of biometric technologies. Traditional methods such as manual registers, punch cards, and ID swipes often create inefficiencies, inaccuracies, and administrative burden. A face recognition attendance system offers a modern alternative by using artificial intelligence to identify employees and record attendance automatically. This technology not only improves accuracy but also simplifies wor