## Meta-Album Stanford 40 Actions Dataset (Extended)
*
The Stanford 40 Actions dataset(http://vision.stanford.edu/Datasets/40actions.html) contains images of humans performing 40 actions. There are 9 532 images in total with 180-300 images per action class. The dataset is designed for understanding human actions in still images. For Meta-Album, the dataset is preprocessed and images are resized into 128x128 pixels using Open-CV.
### Dataset Details
Meta Album ID: HUM_ACT.ACT_40
Meta Album URL: [https://meta-album.github.io/datasets/ACT_40.html](https://meta-album.github.io/datasets/ACT_40.html)
Domain ID: HUM_ACT
Domain Name: Human Actions
Dataset ID: ACT_40
Dataset Name: Stanford 40 Actions
Short Description: Stanford 40 Actions dataset with images of humans performing 40 actions.
\# Classes: 40
\# Images: 3389
Keywords: human actions
Data Format: images
Image size: 128x128
License (original data release): Cite paper to use dataset
License (Meta-Album data release): CC BY-NC 4.0
License URL (Meta-Album data release): [https://creativecommons.org/licenses/by-nc/4.0/](https://creativecommons.org/licenses/by-nc/4.0/)
Source: Stanford 40 Actions
Source URL: http://vision.stanford.edu/Datasets/40actions.html
Original Author: B. Yao, X. Jiang, A. Khosla, A.L. Lin, L.J. Guibas, and L. Fei-Fei.
Original contact: bangpeng@cs.stanford.edu
Meta Album author: Jilin He
Created Date: 01 March 2022
Contact Name: Ihsan Ullah
Contact Email: meta-album@chalearn.org
Contact URL: [https://meta-album.github.io/](https://meta-album.github.io/)
### Cite this dataset
```
@INPROCEEDINGS{6126386,
author={Yao, Bangpeng and Jiang, Xiaoye and Khosla, Aditya and Lin, Andy Lai and Guibas, Leonidas and Fei-Fei, Li},
booktitle={2011 International Conference on Computer Vision},
title={Human action recognition by learning bases of action attributes and parts},
year={2011},
pages={1331-1338},
doi={10.1109/ICCV.2011.6126386}
}
```
### Cite Meta-Album
```
@inproceedings{meta-album-2022,
title={Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification},
author={Ullah, Ihsan and Carrion, Dustin and Escalera, Sergio and Guyon, Isabelle M and Huisman, Mike and Mohr, Felix and van Rijn, Jan N and Sun, Haozhe and Vanschoren, Joaquin and Vu, Phan Anh},
booktitle={Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
url = {https://meta-album.github.io/},
year = {2022}
}
```
### More
For more information on the Meta-Album dataset, please see the [[NeurIPS 2022 paper]](https://meta-album.github.io/paper/Meta-Album.pdf)
For details on the dataset preprocessing, please see the [[supplementary materials]](https://openreview.net/attachment?id=70_Wx-dON3q&name=supplementary_material)
Supporting code can be found on our [[GitHub repo]](https://github.com/ihsaan-ullah/meta-album)
Meta-Album on Papers with Code [[Meta-Album]](https://paperswithcode.com/dataset/meta-album)
### Other versions of this dataset
[[Micro]](https://www.openml.org/d/44247) [[Mini]](https://www.openml.org/d/44291)