A Novel Computer Vision Model for Medicinal Plant Identification Using Log-Gabor Filters and Deep Learning Algorithms

Table 4

Description of pretrained networks.

No	Network	Image input size	Depth	No of features	Layer
1	Alexnet	227-By-227	8	4096	fc7
2	DenseNet201	224-By-224	201	1920	avg_pool
3	Googlenet	224-By-224	22	1024	pool5-7x7_s1
4	inceptionv3	299-By-299	48	2048	avg_pool
5	mobilenetv2	224-By-224	53	1280	global_average_pooling2d_1
6	resnet18	224-By-224	18	512	pool5
7	resnet50	224-By-224	50	2048	avg_pool
8	resnet101	224-By-224	101	2048	pool5
9	vgg16	224-By-224	16	4096	fc7
10	vgg19	224-By-224	19	4096	fc7