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Powering Remote Photoplethysmography & Video-Based Vital Sign Monitoring

VitalLens

Monitor your heart-rate and respiration in real time with our free iOS app.

Explore App

VitalLens API

Integrate vital sign data into your projects with our robust API.

Explore API

Remote video-based vital sign monitoring

Physiological processes such as blood flow and respiration leave behind subtle visual cues. These cues include changes in skin color and upper body movement, which can be picked up by ordinary cameras.

This means that it is possible to monitor vital signs such as heart-rate and respiratory-rate remotely using everyday devices like smartphones.

Frequently asked questions

Remote photoplethysmography—rPPG for short—is a camera-only way of reading pulse-related colour changes in your face. Each heartbeat shifts the balance of red and green light reflected by skin; a neural network tracks those micro-changes frame-by-frame, cancels motion and lighting swings, and rebuilds the same photoplethysmogram waveform you’d get from a fingertip sensor. From that waveform it derives heart-rate, breathing rate and other vitals in real time. Learn more in our rPPG explainer article .

In its current public release, the VitalLens model was trained on 289 subjects across all six Fitzpatrick skin types. On the large, diverse Vital Videos benchmark it posts under 1 bpm average error for both heart-rate and respiratory rate, while running at 18 ms per frame.

Yes. Training data includes a dedicated Africa set, so Fitzpatrick types 5–6 see only a small drop in SNR compared with lighter tones.

App: All processing and raw video stay on-device—nothing leaves your phone.
API: You only upload pre-processed (pixelated & audio-removed) frames; those and the resulting vitals live briefly in server RAM and are deleted immediately per our Terms of Service.

What our users say

Our mission

Empowering global health through innovative, privacy-centric health monitoring solutions via user-friendly smartphone applications and robust APIs.