Table 7.

Representation of distribution of frozen and unfrozen layers with classification performances.

Network	Frozen Layers	Unfrozen Layers
AlexNet	1–5	6–9
VGG-16	1–12	13–16
ResNet50	1–42	43–50
ResNet101	1–92	93–101
ResNet152	1–139	140–152