Review Article
Remote Sensing Image Classification: A Comprehensive Review and Applications
| Dataset | Total number of images | Total number of classes | Image size | Year |
| UCM [1] | 2100 | 21 | 256 × 256 | 2010 | SIRI-WHU | 2400 | 12 | 200 × 200 | 2016 | RSSCN7 | 2800 | 7 | 400 × 400 | 2015 | Brazilian coffee scene | 2876 | 2 | 64 × 64 | 2015 | SAT4/SAT6 | 500000/405000 | 4 and 6 | 28 × 28 | 2015 | AID | 10000 | 30 | 600 × 600 | 2017 | NWPU-RESISC45 | 31500 | 45 | 256 × 256 | 2017 | OPTIMAL | 1860 | 31 | 256 × 256 | 2018 | WHU-RS19 | 1005 | 19 | 600 × 600 | 2012 | NWPU VHR-10 dataset | 800 | 10 | VHR | 2014 | DIOR and DIOR-R datasets | 23,463 | 20 | VHR | 2020 | IKONOS | 1000 | 10 | 64 × 64 | 2008 | In-house dataset | 606 | 6 | 4500 × 6000 | 2011 | SPOT image dataset | 912 | 3 | 512 × 512 | 2013 | ORNL dataset | 690 | 5 | 512 × 512 | 2014 |
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