A real-time Emotion and Drowsiness Detection application built with Python, Streamlit, OpenCV, MediaPipe, and FER (Facial Expression Recognition).
The system uses a webcam to detect facial emotions and signs of fatigue such as frequent blinking.
Built by Abdullahi Bundi • 2025
- 🎥 Real-time webcam processing
- 😊 Emotion detection (happy, sad, angry, neutral, etc.)
- 😴 Fatigue detection using Eye Aspect Ratio (EAR)
- 📊 Live statistics in an interactive sidebar
- 🎛️ Camera controls (Start / Stop)
- ⚡ Optimized for performance and stability
- 🧠 Clean Streamlit UI (no threading errors)
- Python 3.10+
- Streamlit – Web-based UI
- OpenCV – Webcam & image processing
- MediaPipe – Facial landmarks detection
- FER – Emotion recognition model
- NumPy – Numerical computations