SCAMPS provides 2,800 synthetic face videos with aligned cardiac and respiratory waveforms for camera physiology research (NeurIPS 2022 Datasets; arXiv:2206.04197). Released under the Research Use of Data Agreement v1.0 for non-commercial research.
- License
Research Use of Data Agreement v1.0 (R-UDA) — non-commercial research Computational Use; no commercial product/service use
- Type
- Dataset
- DOI
- Not reported
- Licence
- Research Use of Data Agreement v1.0 (R-UDA) — non-commercial research Computational Use; no commercial product/service use
- Access
- Not reported
- Subjects
- Not reported
- PPG sites
- Not reported
- Setting
- Not reported
- Wrist
- Not reported
- Raw waveforms
- Not reported
- Tasks
- Not reported
- Updated
- Oct 24, 2026
Original description
Camera physiological measurement is a rapidly growing field of computer vision and computational photography that leverages imaging devices, signal processing and machine learned models to perform non-contact recovery of vital physiological processes. Data plays an important role in both training and evaluating these models. However, generalization can be weak if the training data are not representative and systematic evaluation can be challenging if testing data do not contain the variations and diversity necessary.
SCAMPS is a dataset of synthetics containing 2,800 videos (1.68M frames) with aligned cardiac and respiratory signals and facial action intensities. The RGB frames are provided alongside segmentation maps.
Verbatim fromGitHub· Description from the repository README; licence: NOASSERTION
Key numbers
How it works
No model in the hub reports results on this dataset yet.
- Reference labels
- hr, resp rate, hrv
Models trained or evaluated on it
FAQ
What signals does SCAMPS include?
SCAMPS includes video, PPG and respiration data.
How do I get SCAMPS, and what is its licence?
It is hosted on GitHub at https://github.com/danmcduff/scampsdataset. Licence: Research Use of Data Agreement v1.0 (R-UDA) — non-commercial research Computational Use; no commercial product/service use.
Cite
No citation metadata yet.
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). SCAMPS: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/scamps
BibTeX
@misc{chatppg_dataset_scamps,
author = {{ChatPPG}},
title = {{SCAMPS: dataset record}},
year = {2026},
month = oct,
version = {2026-10},
howpublished = {\url{https://chatppg.com/research/datasets/scamps}},
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: "SCAMPS: dataset record" authors: - name: "ChatPPG" url: "https://chatppg.com/research/datasets/scamps" repository-artifact: "https://chatppg.com/research/snapshots/2026-10" version: "2026-10" date-released: "2026-10-24"
History
Record updated
- BP4D-Dyadic / Inter-StanceSame signals: PPG, Respdyadic multimodal corpus with face video + finger PPG + continuous BP (Binghamton, FG 2026)90 subjects · PPG · EDA · BP
- COHFACESame signals: PPG, RespIdiap rPPG face videos + BVP/respiration (40 subjects)40 subjects · PPG · Resp · Video
- ITB synchronized radar + RGB camera + wrist PPG/IMU cardiorespiratory dataset (IEEE DataPort, 2025)Same signals: PPG, Resp31 subjects · PPG · rPPG · ECG
- MAHNOB-HCISame signals: PPG, Respmultimodal emotion / implicit tagging (face video + physiology)30 subjects · PPG · ECG · Resp