Datasets:
| 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} | |
| } | |
| ``` |