Deep Neural Networks for Automatic Flower Species Localization and Recognition

Table 2

The performance of Average Precision (AP) for different object detection models.

Object detection model	Backbone pretrained model	AP, IoU
		@ [IoU = 0.5 : 0.95]		@ [IoU = 0.5]		@ [IoU = 0.75]
		@ 100 proposals	@ 300 proposals	@ 100 proposals	@ 300 proposals	@ 100 proposals	@ 300 proposals
Faster-RCNN	Inception V2	0.71	0.65	0.91	0.83	0.81	0.74
	ResNet 50	0.69	0.61	0.76	0.79	0.73	0.66
	ResNet 101	0.75	0.68	0.86	0.77	0.79	0.71
SSD	MobileNet V2	0.65		0.76		0.69