Deep Neural Networks for Automatic Flower Species Localization and Recognition

Table 4

The performance of F1-score for different object detection models.

Object detection model	Backbone pretrained model	F1-score
		@ 100 proposals	@ 300 proposals
Faster-RCNN	Inception V2	0.87	0.81
	ResNet 50	0.78	0.77
	ResNet 101	0.79	0.66
SSD	MobileNet V2	0.71