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Hospitals operate in highly sensitive environments where hygiene, speed, and accountability directly impact patient safety. Medical staff constantly move between departments such as ICUs, laboratories, operating theaters, and emergency wards. In such dynamic conditions, traditional attendance systems based on fingerprint or card readers can pose hygiene risks and slow down operations. A face recognition attendance system in…