Table 7 Testing result of leaf count have obtained by different architectures on merged dataset (Test set size = 300 images).

From: A CNN-based model to count the leaves of rosette plants (LC-Net)

Models

Test loss\(\downarrow\)

Abs DiC\(\downarrow\)

MSE\(\downarrow\)

\(R^{2}\uparrow\)

Percentage agreement (%)\(\uparrow\)

VGG21

0.6163

0.717

1.2325

0.9348

50.31

Alex Net21

0.728

0.7563

1.456

0.944

48.75

Ubbans et. al.3

4.3088

0.7203

1.1691

0.9493

46.72

Proposed LC-Net

0.2371

0.4313

0.5924

0.9726

63.75

  1. Significant values are in bold.
Back to article page