Fresh Tea Sprouts Detection via Image Enhancement and Fusion SSD

Table 2

Comparisons of different methods for FTSD on the testing dataset.

Method	Backbone network	FPS	AP	AP50	AP75
Faster R–CNN	VGG16	11.0	77.9	86.3	81.4
Faster R–CNN	ResNet50	6.3	80.4	89.0	84.7
R–FCN	ResNet50	21.5	80.9	89.3	85.1
R–FCN	ResNet101	14.7	81.1	90.0	86.1
YOLOv3	Darknet-53	31.0	80.9	89.8	85.0
SSD	VGG16	37.2	79.6	88.9	84.1
SSD	ResNet50	25.4	80.7	89.1	85.0
DSSD	ResNet50	22.0	81.5	90.1	86.9
FSSD	VGG16	50.2	81.0	89.9	86.0
FTSD-IEFSSD	ResNet50	15.1	83.9	92.8	88.9