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Artificial Intelligence
Real-time rPPG heart rate tracking via webcam in Python
Clinical-Grade rPPG Heart Rate Tracker using POS algorithm and Butterworth bandpass filtering. - ShakeelAhmed-NeuroAI/BioSense-Tracker-Pro
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!
About Artificial Intelligence on Product Hunt
“Real-time rPPG heart rate tracking via webcam in Python”
Artificial Intelligence was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #58 on the daily leaderboard. Clinical-Grade rPPG Heart Rate Tracker using POS algorithm and Butterworth bandpass filtering. - ShakeelAhmed-NeuroAI/BioSense-Tracker-Pro
On the analytics side, Artificial Intelligence competes within Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Artificial Intelligence performed against the three products that launched closest to it on the same day.
Who hunted Artificial Intelligence?
Artificial Intelligence was hunted by Shakeel Ahmed. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Artificial Intelligence including community comment highlights and product details, visit the product overview.
Shakeel Ahmed