Airplanes Dataset

Dataset details

Last updated: 15 Dec 2022
Meta Album ID VCL.APL
Domain ID VCL
Domain Name Vehicles
Set Number 1
Dataset ID APL
Dataset Name Airplanes
Short Description Airplanes dataset with different aiplane models
Long Description The original Airplanes dataset (https://zenodo.org/record/3464319) comprises more than 9 000 remote sensing images acquired from Google Earth satellite imagery, including 21 different types of aircraft from around 36 airports. All the images were carefully labeled by seven specialists in the field of remote sensing image interpretation. Each class can have 230 to 846 images, where each image contains only one complete aircraft, and they have variable resolutions. To preprocess this dataset, we cropped the images from either side to make them square, and then we resized them into 128x128 px using an anti-aliasing filter.
# Classes 21
# Images 9625
Keywords vehicles, airplanes
Data Format images
Image size 128x128
License
(original data release)		 Creative Commons Attribution 4.0 International
License URL
(original data release)		 https://zenodo.org/record/3464319
https://creativecommons.org/licenses/by/4.0/legalcode
License
(Meta-Album data release)		 Creative Commons Attribution 4.0 International
License URL
(Meta-Album data release)		 https://creativecommons.org/licenses/by/4.0/legalcode
Source Muti-type Aircraft of Remote Sensing Images: MTARSI
Source URL https://zenodo.org/record/3464319
Original Author Wu, Zhize
Original contact
Meta Album author Philip Boser
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 44251 Download
Mini 44295 Download
Extended 44329 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 

@dataset{wu_zhize_2019_3464319,
  author       = {Wu, Zhize},
  title        = {{Muti-type Aircraft of Remote Sensing Images: MTARSI}},
  month        = may,
  year         = 2019,
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.3464319},
  url          = {https://doi.org/10.5281/zenodo.3464319}
}
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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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