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Table 3 Comparison of different network architectures for maize tassels counting on the test set of MTC dataset

From: TasselNet: counting maize tassels in the wild via local counts regression network

Network

Sequences

Overall

Zhengzhou2011

Taian2010_2

Taian2011_2

Taian2012_2

Taian2013_2

Gucheng2014

Jalaid2015_2

Jalaid2015_3

MAE

MSE

MAE

MSE

MAE

MSE

MAE

MSE

MAE

MSE

MAE

MSE

MAE

MSE

MAE

MSE

MAE

MSE

LeNet

4.4

5.4

6.3

8.0

2.9

3.7

6.4

7.9

4.9

5.8

**3.8

5.0

16.3

17.0

28.7

33.0

7.2

11.3

AlexNet

4.9

6.1

5.2

6.6

2.5

2.9

4.8

5.8

4.0

5.0

5.3

6.5

16.0

16.6

20.7

25.2

6.6

9.6

VGG-VD16-Net

2.1

2.7

10.6

12.4

13.1

15.9

5.5

10.0

4.3

5.4

10.0

11.3

10.7

11.2

20.8

24.9

9.3

12.4

  1. The lowest error is italicised