Skip to main content

Table 4 Detection mAP of 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)

0.6653

0.6462

0.6435

0.6575

GSGC (5)

0.6570

0.7077

0.6405

0.6857

YSYC (5)

0.6546

0.6590

0.7163

0.7085

GSYC + GSGC + YSYC (30)

0.6050

0.6413

0.6520

0.6763