{"repo":"Rouast-Labs/vitallens-python","free":true,"listed":false,"github":"https://github.com/Rouast-Labs/vitallens-python","clone":"git clone https://github.com/Rouast-Labs/vitallens-python.git","description":"Python package for estimation of vital signs such as heart rate, HRV, and respiratory rate from face video.","language":"Python","stars":86,"topics":["remote-sensing","rppg","vital-signs","vitals","healthcare","heart-rate","photoplethysmography","ppg","remote-photoplethysmography","video-processing"],"license":"MIT","category":"media-processing","readme_excerpt":"vitallens-python Estimate vital signs such as heart rate, HRV, and respiratory rate from video in Python. vitallens is the official Python client for the VitalLens API , a service for estimating physiological vital signs like heart rate (HR), respiratory rate (RR), and heart rate variability (HRV) from facial video. The library provides: - High-Fidelity Accuracy: A simple interface to the VitalLens API for state-of-the-art estimation (heart rate, respiratory rate, HRV). - Local Fallbacks: Implementations of classic rPPG algorithms ( pos , chrom , g ) for local, API-free processing. - Flexible Input: Support for video files and in-memory np.ndarray . - Real-time Streaming: stream() context manager for low-latency live inference. - Face Detection: Integrated fast face detection and ROI management. Using a different language? Check out our JavaScript client and iOS SDK. Installation Quickstart Try it instantly (No API Key) You can test the library immediately using classic local algorithms (like pos ). This runs entirely on your machine. Get High-Fidelity Accuracy (with API Key) To get improved accuracy and advanced metrics like Respiratory Rate and HRV , use the vitallens method. You can get a free key from the API Dashboard. Real-time Streaming Process live frames from a webcam or stream. Documentation For full API reference, advanced configuration, proxy usage, and result schemas, visit the documentation at docs.rouast.com/python . Troubleshooting - Prerequisites: Requires py","default_branch":null,"files":null,"tree":[],"storefront":"/r/Rouast-Labs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Rouast-Labs/vitallens-python/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}