Abstract: This paper presents a real-time fatigue detection system using facial landmark analysis for simulated driving environments. The system employs a standard webcam with OpenCV and Dlib ...

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Abstract: This study investigates the effects of varying federated learning (FL) arrangements and non-independent and identically distributed (Non-IID) data partitions on model performance. The ...

🔍 Rethinking Unified Models: We identify two critical limitations in existing unified multi-person eyeblink detection models: (1) feature granularity conflict between face localization and eyeblink ...