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Datasets:
yangjiahao-x
/
NWPU-RESISC45

Tasks:
Image Classification
Zero-Shot Image Classification
Modalities:
Image
Formats:
parquet
Size:
10K - 100K
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
xet
 Community
1
NWPU-RESISC45
File size: 2,320 Bytes
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---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': airplane
          '1': airport
          '2': baseball diamond
          '3': basketball court
          '4': beach
          '5': bridge
          '6': chaparral
          '7': church
          '8': circular farmland
          '9': cloud
          '10': commercial area
          '11': dense residential
          '12': desert
          '13': forest
          '14': freeway
          '15': golf course
          '16': ground track field
          '17': harbor
          '18': industrial area
          '19': intersection
          '20': island
          '21': lake
          '22': meadow
          '23': medium residential
          '24': mobile home park
          '25': mountain
          '26': overpass
          '27': palace
          '28': parking lot
          '29': railway
          '30': railway station
          '31': rectangular farmland
          '32': river
          '33': roundabout
          '34': runway
          '35': sea ice
          '36': ship
          '37': snowberg
          '38': sparse residential
          '39': stadium
          '40': storage tank
          '41': tennis court
          '42': terrace
          '43': thermal power station
          '44': wetland
  splits:
  - name: train
    num_bytes: 381151705
    num_examples: 31500
  download_size: 424827902
  dataset_size: 381151705
license: other
task_categories:
- image-classification
- zero-shot-image-classification
---
# Dataset Card for "NWPU-RESISC45"

## Dataset Description

- **Paper** [Remote sensing image scene classification: Benchmark and state of the art](https://ieeexplore.ieee.org/iel7/5/8045830/07891544.pdf)

### Licensing Information

[CC-BY-SA]

## Citation Information

[Remote sensing image scene classification: Benchmark and state of the art](https://ieeexplore.ieee.org/iel7/5/8045830/07891544.pdf)

```
@article{cheng2017remote,
  title        = {Remote sensing image scene classification: Benchmark and state of the art},
  author       = {Cheng, Gong and Han, Junwei and Lu, Xiaoqiang},
  year         = 2017,
  journal      = {Proceedings of the IEEE},
  publisher    = {IEEE},
  volume       = 105,
  number       = 10,
  pages        = {1865--1883}
}
```