task_categories:image-classification task_categories:zero-shot-image-classification license:cc0-1.0 region:us
---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    sequence:
      class_label:
        names:
          '0': airplane
          '1': bare soil
          '2': buildings
          '3': cars
          '4': chaparral
          '5': court
          '6': dock
          '7': field
          '8': grass
          '9': mobile home
          '10': pavement
          '11': sand
          '12': sea
          '13': ship
          '14': tanks
          '15': trees
          '16': water
  splits:
  - name: train
    num_bytes: 278244208
    num_examples: 3000
  download_size: 278126146
  dataset_size: 278244208
license: cc0-1.0
task_categories:
- image-classification
- zero-shot-image-classification
---
# Dataset Card for "AID_MultiLabel"

## Dataset Description

- **Paper:** [AID: A benchmark data set for performance evaluation of aerial scene classification](https://ieeexplore.ieee.org/iel7/36/4358825/07907303.pdf)
- **Paper:** [Relation Network for Multi-label Aerial Image Classification]()

### Licensing Information

CC0: Public Domain


## Citation Information
Imagery:

[AID: A benchmark data set for performance evaluation of aerial scene classification](https://ieeexplore.ieee.org/iel7/36/4358825/07907303.pdf)

Multilabels:

[Relation Network for Multi-label Aerial Image Classification](https://ieeexplore.ieee.org/iel7/36/4358825/08986556.pdf)
```
@article{xia2017aid,
  title        = {AID: A benchmark data set for performance evaluation of aerial scene classification},
  author       = {Xia, Gui-Song and Hu, Jingwen and Hu, Fan and Shi, Baoguang and Bai, Xiang and Zhong, Yanfei and Zhang, Liangpei and Lu, Xiaoqiang},
  year         = 2017,
  journal      = {IEEE Transactions on Geoscience and Remote Sensing},
  publisher    = {IEEE},
  volume       = 55,
  number       = 7,
  pages        = {3965--3981}
}
@article{hua2019relation,
  title        = {Relation Network for Multi-label Aerial Image Classification},
  author       = {Hua, Yuansheng and Mou, Lichao and Zhu, Xiao Xiang},
  year         = {DOI:10.1109/TGRS.2019.2963364},
  journal      = {IEEE Transactions on Geoscience and Remote Sensing}
}
```