Table 11.

Pretrained models used in potato disease detection.

Authors	Model	# parameters	Input size
Afonso et al. [37]	ResNet18 and ResNet50	NM	224 × 224 × 3
Tiwari et al. [39]	VGG16, VGG19, and Inception-v3	NM	224 × 224 × 3
Gao et al. [41]	Encoder-decoder based on SegNet	29M	512 × 512 × 3
Lee et al. [43]	VGG16 and VGG19	138M and 143M	NM
Asif et al. [46]	AlexNet, VggNet, ResNet, and LeNet	NM	256 × 256 × 3
Sholihati et al. [53]	VGG16 and VGG19	NM	224 × 224 × 3
Sert [92]	GoogLeNet, SequezeNet, and AlexNet	NM	NM

Note: NM = not mentioned; M = millions.