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Dataset

ECG-Fitness

fitness-machine face video + ECG (CVUT, Spetlik BMVC 2018)

ECGVideoGated access
Get data Cite

ECG-Fitness pairs fitness-machine face video with two-lead ECG for 17 subjects across speaking, rowing, elliptical, and bike activities (BMVC 2018). Access is by signed request through the CVUT project landing page.

At a glance
Type
Dataset
Host
Not reported
DOI
Not reported
Licence
Not reported
Access
Gated / on request
Subjects
17
Signals
ECGVideo
PPG sites
Not reported
Setting
Not reported
Wrist
Not reported
Raw waveforms
Not reported
Tasks
Not reported
Updated
Oct 24, 2026
ECG-Fitness: ChatPPG research summary card

Key numbers

17
Subjects
1
Reference labels
HR

How it works

Inputs
ECG-Fitness
Your model
Outputs / tasks

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

Reference labels
hr

Models trained or evaluated on it

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

FAQ

How many subjects are in ECG-Fitness?

ECG-Fitness has data from 17 subjects, as listed in its research record.

What signals does ECG-Fitness include?

ECG-Fitness includes video and ECG data.

How do I get ECG-Fitness, and what is its licence?

It is available from https://cmp.felk.cvut.cz/~spetlrad/ecg-fitness/. Access is controlled by the host (for example registration, credentialing or a data use agreement), so check the source page for the steps. No licence is recorded for it here, so check the terms on the source page before you use it.

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). ECG-Fitness: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/ecg-fitness

BibTeX
@misc{chatppg_dataset_ecg_fitness,
  author       = {{ChatPPG}},
  title        = {{ECG-Fitness: dataset record}},
  year         = {2026},
  month        = oct,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/ecg-fitness}},
  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: "ECG-Fitness: dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/ecg-fitness"
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