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Dataset

MCD-rPPG

multi-camera face video + PPG/ECG + 13 biomarkers (ACM MM 2025)

PPGECGVideoHugging FaceCC BY 4.0
Get data DOI Cite

MCD-rPPG is an open 600-subject multi-view face-video dataset for remote PPG and health-biomarker estimation (ACM MM 2025; arXiv:2508.17924). Hugging Face release kyegorov/mcd_rppg is CC BY 4.0 with synchronized PPG/ECG and three consumer camera views.

License
CC BY 4.0
At a glance
Type
Dataset
Host
Hugging Face (opens in a new tab)
DOI
10.1145/3746027.3758255 (opens in a new tab)
Licence
CC BY 4.0 (opens in a new tab)
Access
Not reported
Subjects
600
Signals
PPGECGVideo
PPG sites
Not reported
Setting
Not reported
Wrist
Not reported
Raw waveforms
Not reported
Tasks
Not reported
Updated
Oct 24, 2026

Original description

MCD-rPPG (Multi-Camera Dataset for Remote Photoplethysmography) is a large-scale multimodal dataset designed for remote photoplethysmography (rPPG) and health biomarker estimation from facial video. ## Dataset Details

MCD-rPPG (Multi-Camera Dataset for Remote Photoplethysmography) is a large-scale multimodal dataset designed for remote photoplethysmography (rPPG) and health biomarker estimation from facial video. The dataset addresses critical limitations of existing rPPG datasets, including small size, privacy concerns with facial videos, and lack of diversity in recording conditions.

The dataset comprises 3,600 synchronized video recordings from 600 subjects, captured under varied conditions (resting and post-exercise) using multiple consumer-grade cameras at different angles. Each recording is paired with 100 Hz PPG and ECG signals, along with 13 extended health biomarkers.

Verbatim fromHugging Face· Description from the Hugging Face card; licence as stated on the card

MCD-rPPG: ChatPPG research summary card

Key numbers

600
Subjects
5
Reference labels
HR, BP, SPO2, RESP RATE

How it works

Inputs
MCD-rPPG
Your model
Outputs / tasks

No model in the hub reports results on this dataset yet.

Reference labels
hr, bp, spo2, resp rate, stress

Models trained or evaluated on it

No model in the hub reports results on MCD-rPPG yet. Be the first: results submitted with a paper are added here.

FAQ

How many subjects are in MCD-rPPG?

MCD-rPPG has data from 600 subjects, as listed in its research record.

What signals does MCD-rPPG include?

MCD-rPPG includes video, PPG and ECG data.

How do I get MCD-rPPG, and what is its licence?

It is hosted on Hugging Face at https://huggingface.co/datasets/kyegorov/mcd_rppg. Licence: CC BY 4.0.

Cite

APA

MCD-rPPG [Data set]. (n.d.). huggingface. https://doi.org/10.1145/3746027.3758255

BibTeX

@misc{mcdrppgmcdrppg,
  title         = {{MCD-rPPG}},
  howpublished  = {huggingface},
  doi           = {10.1145/3746027.3758255}
}

Built from the hub record. Check it against the publisher before submitting.

Cite the ChatPPG record

Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.

APA

ChatPPG. (2026). MCD-rPPG: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/mcd-rppg

BibTeX
@misc{chatppg_dataset_mcd_rppg,
  author       = {{ChatPPG}},
  title        = {{MCD-rPPG: dataset record}},
  year         = {2026},
  month        = oct,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/mcd-rppg}},
  note         = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "MCD-rPPG: dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/mcd-rppg"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-10-24"

History

  1. Record updated

Same tasks, signals and research