Table 1 Crop-wise mean average precision by Encoder Backbone (Selected Results).
From: Helmets Labeling Crops: Kenya Crop Type Dataset Created via Helmet-Mounted Cameras and Deep Learning
Model | Background | Banana | Maize | Rice | Sugarcane |
|---|---|---|---|---|---|
EfficientNet-B5 | 0.90 | 0.65 | 0.83 | 0.86 | 0.93 |
Xception | 0.93 | 0.65 | 0.87 | 0.90 | 0.93 |
DenseNet-161 | 0.94 | 0.70 | 0.87 | 0.89 | 0.93 |
ResNet-18 | 0.93 | 0.65 | 0.83 | 0.90 | 0.93 |
