r/u_slakashkumar

Built an XR system that recognizes heart signals using just a camera would love feedback
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Built an XR system that recognizes heart signals using just a camera would love feedback

We started exploring a simple question:

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That led us into remote photoplethysmography (rPPG) estimating heart rate using subtle pixel variations from the face captured through a webcam/camera.

From there, we started thinking:

What if physiology wasn’t just shown as numbers… but experienced spatially?

So we built CardioVerse an XR concept where:

  • heart rate drives a reactive environment
  • emotions influence colors and atmosphere
  • blood flow and hormones become visual elements
  • AR overlays can show physiological state
  • VR mode turns the body into a navigable “digital twin”

Some scenarios we explored:

  • XR glasses in a meeting room showing calm/stress states (consent-based)
  • immersive VR “inside the body” visualization
  • phone-based AR self-analysis using camera input only

Current stack:

  • rPPG (CHROM / POS methods)
  • OpenCV + signal processing
  • Three.js / WebXR
  • real-time BPM streaming via WebSocket

Would genuinely love feedback on:

  • the product direction
  • technical realism
  • XR interaction ideas
  • ethical/privacy considerations
  • possible healthcare / wellness use cases

Linked in Post

u/slakashkumar — 3 days ago