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heart-rate-estimation

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Sehartariq / intelligent-activity-recognition-and-physiological-monitoring-system-MLP

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Intelligent Health Monitoring System that analyzes PPG and accelerometer data to perform activity recognition, heart rate estimation, and SpO₂ calculation. The system combines signal processing, window-based feature extraction, and MLP models with a Streamlit interface for visualization.

deep-learning tensorflow scikit-learn activity-recognition feature-extraction accelerometer-data mlp-regressor mlp-classifier biomedical-signal-processing streamlit ppg-signal physiological-parameters-monitoring heart-rate-estimation oxygen-saturation
  • Updated Jan 1, 2026
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