Remote Sensing Image Classification: A Comprehensive Review and Applications

Table 5

Dataset description.

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