Sports Actions Dataset

Dataset details

Last updated: 15 Dec 2022
Meta Album ID HUM_ACT.SPT
Domain ID HUM_ACT
Domain Name Human Actions
Set Number 0
Dataset ID SPT
Dataset Name Sports Actions
Short Description 100 Sports Dataset
Long Description 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.
# Classes 73
# Images 10416
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/

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Dataset Info Datasheet

Download Dataset from OpenML

Dataset Version OpenML ID
Micro 44240 Download
Mini 44284 Download
Extended 44319 Download

Code to download dataset using OpenML API

      # import openml
      import openml
  
      # download dataset with DATASET_ID. DATASET_ID is OpenML ID
      dataset = openml.datasets.get_dataset(DATASET_ID)
  
      # display dataset info
      print(dataset.name)

Sample Images

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}
}
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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}
  }
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