Review Article

Remote Sensing Image Classification: A Comprehensive Review and Applications

Table 4

Classification accuracy of SIRI-WHU on different CNN models.

AlgorithmYearPublicationAccuracy (%)

ResNet50 [22]2019PLOS ONE94.03
AlexNet [81]2019Journal of Geovisualization and Spatial Analysis90.20
GoogLeNet [78]2021Journal of Geosciences89.30
Inception-V3 [78]2021Journal of Geosciences89
VGGNet [78]2021Journal of Geosciences86.60
POVH [81]2019Journal of Geovisualization and Spatial Analysis80.14