Table 5.

The overall accuracy (%) and standard deviation of the examined method, with 80% and 50% of the UC-Merced dataset as a training set.

Method	80% of UCM Dataset as a Training Set	50% of UCM Dataset as a Training Set
InceptionV3 mixed_8 (PCA) + ResNet50 avg pooling	97.67 ± 0.64	97.00 ± 0.65
InceptionV3 mixed_8 (PCA) + Xception avg pooling	97.86 ± 0.59	96.6 ± 0.65