Table 2.

Training parameters for YOLOv5 and Faster R-CNN.

Parameters	YOLOv5	Faster R-CNN
		ResNet50 (FPN)	VGG16, MVGG16	MobileNetv2, InceptionV3
Batch Size	YL = 8, Ym, Ys = 16	2	2	2
Epochs	1200	100	100	100
Learning Rate	0.0032	0.005	0.0001	0.0001
Optimizer	SGD	SGD	Adam	Adam
Anchor Sizes	Dynamic	32, 64, 128, 256, 512	8, 16, 32, 64, 128, 256, 512	8, 16, 32, 64, 128, 256, 512