Skip to main content

Table 3 average detection accuracy (ADA) (\(\%\)) of the Faster R-CNN on different SPIKE dataset models

From: Detection and analysis of wheat spikes using Convolutional Neural Networks

Test images

Base

Extended model

GSYC (%)

+ GSGC (%)

+ YSYC (%)

GSYC++ (%)

GSYC (20)

93.4

92.2

91.7

92.9

GSGC (5)

89.6

94.5

87.4

93.7

YSYC (5)

84.8

86.5

93.1

92.3

GSYC + GSGC + YSYC (30)

89.8

90.7

91.9

93.2