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Artificial Intelligence

Real-time rPPG heart rate tracking via webcam in Python

Details

External ID
1262002
Source
PH
Company
—
Product
Artificial Intelligence
Website domain
producthunt.com
Launched
Sept. 27, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Developer Tools, Artificial Intelligence, GitHub
Fetched at
Sept. 29, 2026, 1:01 a.m.
Updated at
Sept. 29, 2026, 1:01 a.m.

Description

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

Enrichment

Theme
healthcare operations and clinical workflows
Vertical
Healthcare
Function
Dev tools
Audience
Developer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
webcam heart rate tracking library for python developers
Manually corrected
False

Could you build this?

No Implementing clinical-grade remote photoplethysmography (rPPG) from webcam video requires specialized signal processing, biomechanical optics understanding, and mathematical algorithms.

What it would actually take: Requires computer vision for facial landmark tracking (MediaPipe/OpenCV) coupled with Plane-Orthogonal-to-Skin (POS) algorithms, CHROM algorithms, and Butterworth bandpass filtering on spatial-temporal RGB signals to extract pulse waves. Specialized expertise in biomedical optics, signal processing, and artifact suppression (for movement and ambient light changes) is required.

Competitors

Other products that read as similar to this one — 108 launches clear the similarity bar, closest 8 shown.

Attention rank: #63 of 109 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 326 days after the earliest competitor.

Other launches for this product

Same idea, different domain

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