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Artificial Intelligence
Real-time rPPG heart rate tracking via webcam in Python
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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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
Artificial Intelligence was featured in Developer Tools (520.4k followers), Artificial Intelligence (479.9k followers) and GitHub (41.4k followers) on Product Hunt. Together, these topics include over 240.9k products, making this a competitive space to launch in.
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.
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Shakeel Ahmed