Meta_Album_SPT_Micro

OpenML dataset with id 44240

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Full work available at URL: https://api.openml.org/data/v1/download/22109123/Meta_Album_SPT_Micro.arff

Upload date: 11 October 2022
Copyright license: Creative Commons Attribution-NonCommercial 4.0 International

Dataset Characteristics

Number of classes: 20
Number of features: 3 (numeric: 1, symbolic: 0 and in total binary: 0 )
Number of instances: 800
Number of instances with missing values: 800
Number of missing values: 800

Description

Meta-Album Sports Actions Dataset (Micro)

* The 100-Sports dataset(https://www.kaggle.com/datasets/gpiosenka/sports-classification) is a collection of sports images covering 73 different sports. Images are 224x224x3 in size and in .jpg format. Images were gathered from internet searches. The images were scanned with a duplicate image detector program and all duplicate images were removed. For Meta-Album, the dataset is preprocessed and images are resized into 128x128 pixels using Open-CV.

Dataset Details

![1]

Meta Album ID: HUM_ACT.SPT Meta Album URL: https://meta-album.github.io/datasets/SPT.html Domain ID: HUM_ACT Domain Name: Human Actions Dataset ID: SPT Dataset Name: Sports Actions Short Description: 100 Sports Dataset \# Classes: 20 \# Images: 800 Keywords: human actions, sports Data Format: images Image size: 128x128

License (original data release): CC0 1.0 Public Domain License URL(original data release): https://www.kaggle.com/gpiosenka/sports-classification https://creativecommons.org/publicdomain/zero/1.0/

License (Meta-Album data release): CC0 1.0 Public Domain License URL (Meta-Album data release): https://creativecommons.org/publicdomain/zero/1.0/

Source: 100 Sports Image Classification Source URL: https://www.kaggle.com/gpiosenka/sports-classification

Original Author: Gerald Piosenka Original contact: https://www.kaggle.com/gpiosenka/contact

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/

Cite this dataset

``` @article{100-sports,

   title={100 Sports Image Classification},
   author={Gerald Piosenka},
   url={https://www.kaggle.com/datasets/gpiosenka/sports-classification},
   publisher= {Kaggle}

} ```

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] For details on the dataset preprocessing, please see the [supplementary materials] Supporting code can be found on our [GitHub repo] Meta-Album on Papers with Code [Meta-Album]

Other versions of this dataset**

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