Who are the commercial rPPG / camera vitals vendors?

This map lists 11 camera-based remote PPG vendors and contactless vitals SDKs, including FaceHeart, Oxehealth/LIO, Mindset Medical, Nuralogix/Anura, PanopticAI, Presage, Happitech, Shen.AI, Rouast Labs/VitalLens, Binah.ai, and Philips Biosensing. Rows are sorted by regulatory tier, then openness — not by claimed accuracy.

Which rPPG vendors have FDA 510(k) clearance?

As of 2026-10-25, vendors on this map with public FDA 510(k) listings under product code QME (21 CFR 870.2785) include: FaceHeart (K223622, K243966); LIO (Oxehealth) (K220899, K243687, K251200); Mindset Medical (K241633, K250078); Nuralogix / Anura (K253650); PanopticAI (K240890, K260066); Presage Technologies (K254169). Always verify the current decision letter on accessdata.fda.gov; labeling and indications can change.

What is FDA product code QME for camera vitals?

QME covers software for optical camera-based measurement of pulse rate, heart rate, breathing rate, and/or respiratory rate (21 CFR 870.2785). Cleared devices are Class II and are not intended to independently direct therapy. ChatPPG links 510(k) numbers; we do not invent clearances.

Does VitalLens publish public MAE figures?

VitalLens (Rouast Labs) is the only vendor on this map with a public validation row: vendor-reported MAE on a 422-person set (HR 1.57 bpm, RR 1.08 bpm, HRV-SDNN 10.18 ms) cited via arXiv:2510.27028. That is self-reported on their own set and is not comparable to other rows.

Open vs closed rPPG SDKs — who is dual-openness?

Most commercial camera-vitals SDKs are closed. On this map, Rouast Labs / VitalLens is dual: MIT-licensed client SDKs plus a closed cloud model behind a public API. Dual-openness is sorted above closed vendors within the same regulatory tier.

Is this an accuracy leaderboard?

No. Protocols, populations, and marketed claims differ. MAE appears only when a vendor cites a public study we can link, with a self-reported badge when the figure comes from the vendor's own evaluation set.

rPPG vendors and camera vitals SDKs

Name: ChatPPG rPPG vendor map
Creator: ChatPPG
License: https://creativecommons.org/licenses/by/4.0/

Looking for commercial remote PPG vendors or a contactless vitals SDK? This map puts 11 camera-based companies side by side on FDA 510(k) / QME clearance, CE claims, targets, modalities, openness, and public validation. Sorted by regulatory tier, then openness — not by claimed accuracy.

11
vendors
6
with FDA 510(k) listed
1
dual-openness
1
with public MAE

Last verified 2026-10-25 · version 1.1.0. Hub cards: organizations. Background: rPPG guide · rPPG FDA status · how rPPG works · camera-based rPPG.

Vendor map (11)

FDA rows link to public 510(k) entries on accessdata.fda.gov. CE rows are company claims unless noted. Public validation is blank (—) unless a citable study exists.

rPPG vendors by regulatory tier, targets, modalities, openness, validation, and docs
Company	Regulatory	Targets	Modalities	Openness / access	Public validation	Docs / GitHub
FaceHeartFaceHeart Vitals SDKFDA 510(k)	K223622HR K243966RR	HR, RR	RGB	ClosedSDK (mobile/web/edge) · B2B	—	Product
LIO (Oxehealth)LIO / Oxevision contactless vitalsFDA 510(k)	K220899 K243687 K251200labeling still to verify	HR, RR	RGB	ClosedHospital / behavioral health platform	—	Site
Mindset MedicalInformed Vital CoreFDA 510(k)	K241633 K250078	HR, RR	RGB	ClosedApp / B2B	—	—
Nuralogix / AnuraAnura / DeepAffexFDA 510(k)	K253650decided 2026-06-11	HR, RR, wellness	RGB	ClosedSDK + app · B2B	—	Site
PanopticAIVitals SDKFDA 510(k)	K240890pulse rate K260066Vital Signs 1.6.1-22 · decided 2026-05-21	HR, RR, SpO2, BP	RGB	ClosedSDK + cloud · B2B	—	Docs
Presage TechnologiesSmartSpectra Vital Signs Monitor / SDKFDA 510(k)	K254169pulse rate + respiratory rate · decided 2026-06-18	HR, RR	RGB	ClosedSDK (iOS/Android/desktop) + REST · free trial then B2B	—	Site
HappitechHeart / AF screening SDKCE (company claim)	CEcompany claim, not independently verified Company claim	HR, HRV, AF	RGB (finger cam)	ClosedSDK · B2B	—	—
Shen.AIShen.AI SDK (Wellness / Medical tiers)CE / ANVISA Medical (company claim)	CE/ANVISA Medicalcompany claim for Medical tier Company claim	HR, HRV, RR, BP, stress	RGB	ClosedB2B SDK	—	Docs
Rouast Labs / VitalLensVitalLens API · VitalLens 2.0Wellness only (not a medical device)	wellnessnot marketed as a medical device	HR, RR, HRV	RGB	Dual (open clients + closed model)Public API + MIT client SDKs (API key) · self-serve	self-reported, n=422 HR MAE: 1.57 bpm RR MAE: 1.08 bpm HRV-SDNN MAE: 10.18 ms arXiv:2510.27028	Docs GitHub
Binah.aiBinah SDK / Health Data PlatformWellness / self-assessment	wellnesspositioned for self-assessment, not as a medical device	HR, BP, stress, wellness	RGB, BT PPG	ClosedSDK + ready app · B2B	—	Site
Philips Biosensing rPPGBiosensing by rPPG / Vital Signs CameraNone cited (IP licensing)	—	HR, RR	RGB, IR	ClosedB2B IP / software licensing	—	Licensing

Last verified 2026-10-25. MAE cells use a self-reported badge when the figure comes from the vendor's own evaluation set.

FDA product code QME (camera vitals)

Most US clearances for optical camera-based pulse / heart / breathing / respiratory rate software use product code QME under 21 CFR 870.2785. Devices in this class analyze video to estimate rates and are not intended to independently direct therapy. On this map, FDA-tier rows currently include FaceHeart, LIO (Oxehealth), Mindset Medical, Nuralogix / Anura, PanopticAI, Presage Technologies.

Third-party QME directories (for example 510kdatabase.net or Innolitics) can help scan the category; ChatPPG still cites the FDA decision numbers above rather than scraping those sites as ground truth. For regulatory framing beyond this table, see rPPG FDA regulatory status.

FAQ

Who are the commercial rPPG / camera vitals vendors?: This map lists 11 camera-based remote PPG vendors and contactless vitals SDKs, including FaceHeart, Oxehealth/LIO, Mindset Medical, Nuralogix/Anura, PanopticAI, Presage, Happitech, Shen.AI, Rouast Labs/VitalLens, Binah.ai, and Philips Biosensing. Rows are sorted by regulatory tier, then openness — not by claimed accuracy.
Which rPPG vendors have FDA 510(k) clearance?: As of 2026-10-25, vendors on this map with public FDA 510(k) listings under product code QME (21 CFR 870.2785) include: FaceHeart (K223622, K243966); LIO (Oxehealth) (K220899, K243687, K251200); Mindset Medical (K241633, K250078); Nuralogix / Anura (K253650); PanopticAI (K240890, K260066); Presage Technologies (K254169). Always verify the current decision letter on accessdata.fda.gov; labeling and indications can change.
What is FDA product code QME for camera vitals?: QME covers software for optical camera-based measurement of pulse rate, heart rate, breathing rate, and/or respiratory rate (21 CFR 870.2785). Cleared devices are Class II and are not intended to independently direct therapy. ChatPPG links 510(k) numbers; we do not invent clearances.
Does VitalLens publish public MAE figures?: VitalLens (Rouast Labs) is the only vendor on this map with a public validation row: vendor-reported MAE on a 422-person set (HR 1.57 bpm, RR 1.08 bpm, HRV-SDNN 10.18 ms) cited via arXiv:2510.27028. That is self-reported on their own set and is not comparable to other rows.
Open vs closed rPPG SDKs — who is dual-openness?: Most commercial camera-vitals SDKs are closed. On this map, Rouast Labs / VitalLens is dual: MIT-licensed client SDKs plus a closed cloud model behind a public API. Dual-openness is sorted above closed vendors within the same regulatory tier.
Is this an accuracy leaderboard?: No. Protocols, populations, and marketed claims differ. MAE appears only when a vendor cites a public study we can link, with a self-reported badge when the figure comes from the vendor's own evaluation set.

Method

Rows come from the chatppg-feed-3 rPPG companies feed (data/research/feed-companies.json) plus public FDA 510(k) records verified 2026-10-25.
FDA camera vitals clearances commonly use product code QME (21 CFR 870.2785). We link accessdata.fda.gov 510(k) entries; we do not invent clearances.
Sort: FDA 510(k) listings first, then CE/ANVISA company claims, then wellness / no clearance cited. Within a tier, dual-openness before closed.
Public validation shows vendor-reported metrics only when a public paper or arXiv preprint is linked. Self-reported badge means the vendor's own test set.
We do not invent clearances. Entries marked "company claim" are not independently verified against notified-body certificates.
Watchlist (not yet mapped as full rows): Circadify (commercial SDK, no FDA QME listing verified this pass); Qompium FibriCheck (K232804 QME — primarily finger/PPG AF screening, not face-camera rPPG SDK positioning).

Cite or reuse this

CC BY 4.0ChatPPG compiled this data. You can copy, adapt and republish it, including in articles, slides, papers and AI tools, as long as you credit ChatPPG and link to this page. Please also cite the original studies for any number you use.

Attribution

Source: ChatPPG, ChatPPG rPPG vendor map, https://chatppg.com/research/rppg-vendors (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/rppg-vendors">ChatPPG, ChatPPG rPPG vendor map</a> (<a href="https://creativecommons.org/licenses/by/4.0/" rel="license">CC BY 4.0</a>)

Cite the page URL and the date you accessed it. Please also cite the original publications listed above.

APA

ChatPPG. (2026). ChatPPG rPPG vendor map [Data set]. ChatPPG Research Hub. https://chatppg.com/research/rppg-vendors

BibTeX

@misc{chatppg_rppg_vendors,
  author       = {{ChatPPG}},
  title        = {{ChatPPG rPPG vendor map}},
  year         = {2026},
  month        = oct,
  howpublished = {\url{https://chatppg.com/research/rppg-vendors}},
  note         = {ChatPPG Research Hub}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "ChatPPG rPPG vendor map"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/rppg-vendors"
date-released: "2026-10-25"