Identification of Tomato Disease Types and Detection of Infected Areas Based on Deep Convolutional Neural Networks and Object Detection Techniques

Table 4

Training time.

Object detection architecture	DCNN	Training time (h)
Faster R-CNN	VGG-16	20.38
	ResNet-50	21.60
	ResNet-101	23.25
	MobileNet	12.52
Mask R-CNN	ResNet-50	22.40
	ResNet-101	23.82

Bold faces indicate the minimum training time of the model.