BioSense Tracker Pro

Real-time rPPG heart rate tracking via webcam in Python

3 followers

Real-time rPPG heart rate tracking via webcam in Python

3 followers

Clinical-Grade rPPG Heart Rate Tracker using POS algorithm and Butterworth bandpass filtering. - ShakeelAhmed-NeuroAI/BioSense-Tracker-Pro

Free

Launch tags:Developer Tools•Artificial Intelligence•GitHub

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Maker

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Hey Product Hunt! 👋 I built BioSense Tracker Pro to make real-time non-contact pulse measurement accessible directly from standard webcams—no specialized optical sensors, smartwatches, or wearable hardware required. Key Features & Signal Pipeline: • Uses the Plane-Orthogonal-to-Skin (POS) algorithm to extract the RGB pulse signal directly from subtle facial color changes. • Implements a Butterworth bandpass filter focused on the physiological 50–150 BPM range. • Automatic forehead ROI tracking to eliminate motion artifacts and noise. • Includes both open-source Python code and a 1-click launcher (.bat) for quick testing. Would love to get your feedback on the signal processing approach, UI, or performance across different webcam setups!

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2mo ago

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