Datasets:
metadata
license: cc-by-4.0
task_categories:
- video-classification
tags:
- action-recognition
- temporal-segmentation
- video
- computer-vision
size_categories:
- 1K<n<10K
The Breakfast Actions Dataset
Official dataset release by Serre Lab, Brown University.
A comprehensive dataset of breakfast preparation activities performed by 52 different individuals in 18 different kitchens (~77 hours of video, >4 million frames).
Dataset Specifications
- Participants: 52 individuals
- Locations: 18 kitchens
- Total recording: ~77 hours of video (>4 million frames)
- Resolution: 320x240 pixels
- Frame rate: 15 fps
- Activities: 10 breakfast preparation activities, 48 fine-grained action units
Files
- demo_bundle.rar — MATLAB demo for action recognition
- BreakfastII_15fps_qvga_sync.tar.gz — Video data
- breakfast_data.tar.gz — Dataset annotations
- segmentation_coarse.tar.gz — Coarse temporal segmentation
- segmentation_fine.tar.gz — Fine temporal segmentation
Citation
@inproceedings{kuehne2014language,
title={The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities},
author={Kuehne, Hilde and Arslan, Ali and Serre, Thomas},
booktitle={CVPR},
year={2014}
}