
From Ordinary Video to Real-Time Vital Signs.
A computer vision model based on remote Photoplethysmography (rPPG) technology. By detecting microscopic, periodic changes in skin color and brightness triggered by blood volume pulses, the model extracts heart rate without any physical sensors or user cooperation.
· Input: Video streams from ordinary cameras (1080p+); works across varied lighting; supports multi-person monitoring in enclosed environments.
· Output: Real-time JSON response providing Heart Rate (HR).
Why Top-Tier Enterprises Choose MinsightAI.
· True Non-Contact Stealth: Requires no wearables, patches, or active cooperation. It transforms standard cameras from “image recorders” into “life-signal sensors,” providing a non-invasive layer of safety for high-stakes environments.
· Next-Gen PhysFormer/++ Architecture: Moving beyond traditional signal processing, our model utilizes a deep-learning Transformer architecture to achieve superior robustness against light variations, facial occlusions, and diverse skin tones.
· Dynamic Noise Suppression: Featuring “Dynamic Face Anchoring” and “Blind Source Separation,” the system effectively filters out environmental light noise and motion artifacts that typically cause other rPPG models to fail.
· Real-World Hardened: Unlike lab-only models, MinsightAI’s model is trained on high-pressure field data (e.g., waiting room at police force), ensuring high generalization in complex, real-world deployment scenarios.
| Scenario | Metric | Error Margin (vs. Wearables) |
| Close-Up (< 1.5m) | Heart Rate (HR) | ± 5 bpm |
| High-Angle (2.5m – 3m) | Heart Rate (HR) | ± 10 bpm |
Integrate Anywhere, Scale Everywhere.
· Cloud API: Rapid integration via RESTful API for web and mobile applications.
· Private Cloud: Deploy on your own infrastructure (AWS, Azure, GCP) for total data control.
· On-Premise / Edge: Optimized for NVIDIA Triton and local servers in air-gapped or low-bandwidth environments.
Start building with our Heart Rate Recognition Model API today.
Copyright © 2026 MinsightAI All Right Reserved