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Table 8 Evaluations of different methods on the MTC [9] dataset

From: TasselNetv2: in-field counting of wheat spikes with context-augmented local regression networks

Method

MAE

RMSE

JointSeg [41]

24.2

31.6

mTASSEL [42]

19.6

26.1

GlobalReg [43]

19.7

23.3

DensityReg [44]

11.9

14.8

CCNN [6]

21.0

25.5

TasselNet [9]

6.6

9.6

TasselNetv2

5.4

8.8

TasselNetv2\(^\dagger\)

5.3

9.4

  1. \(^\dagger\) means the model is finetuned from the pretrained VGG16. The best performance is in italics