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 |