# UBFC-rPPG dataset

> Public dataset of face videos with a real pulse recorded alongside, for testing remote heart-rate methods; no form needed.

- **Open:** https://sites.google.com/view/ybenezeth/ubfcrppg
- **Type:** resource · **Category:** [Data analytics](https://orphic.adarshji.com/explore/category/data-analytics.md)
- **Tags:** dataset, computer-vision
- **First found:** 2026-10-30 · **Web page:** https://orphic.adarshji.com/explore/ubfc-rppg-dataset

## Use it to

- test a heart-rate-from-video model against ground truth

## From the same post

- [Deepfake detection from your pulse guide (@harixganesh)](https://orphic.adarshji.com/explore/deepfake-detection-from-your-pulse-guide-harixganesh.md): Plain-English guide to spotting deepfakes from the pulse visible in skin colour (remote photoplethysmography, as in Intel's FakeCatcher),… · resource · https://orphic.adarshji.com/explore/deepfake-detection-from-your-pulse-guide-harixganesh/files
- [FakeCatcher paper](https://orphic.adarshji.com/explore/fakecatcher-paper.md): Ciftci, Demir and Yin's paper (Binghamton/Intel) 'FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals', the basis… · resource · https://arxiv.org/abs/1901.02212
- [rPPG-Toolbox](https://orphic.adarshji.com/explore/rppg-toolbox.md): NeurIPS 2023 open-source toolbox for remote photoplethysmography: run classic (POS, CHROM) and deep models that read heart rate from face… · repo · https://github.com/ubicomplab/rPPG-Toolbox
- [yarPPG](https://orphic.adarshji.com/explore/yarppg.md): Hobby Python project with a deep-dive tutorial that goes from webcam video to heart rate step by step; good for seeing rPPG work quickly. · tool · https://samproell.github.io/yarppg/deepdive

## More in Data analytics

- [BigQuery](https://orphic.adarshji.com/explore/bigquery.md): Google Cloud's data warehouse; its AI.FORECAST function can use the TimesFM model to forecast from tables with SQL. · tool · https://cloud.google.com/bigquery
- [TimesFM](https://orphic.adarshji.com/explore/timesfm.md): Google Research's open-source pretrained time-series foundation model that forecasts from your data with zero training, giving best-case to… · repo · https://github.com/google-research/timesfm
- All of them: https://orphic.adarshji.com/explore/category/data-analytics.md

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