Table 4 Data Filtration Model Performance Comparison.
From: Helmets Labeling Crops: Kenya Crop Type Dataset Created via Helmet-Mounted Cameras and Deep Learning
Model | Parameters | Precision | Recall | F1 Score | Accuracy |
|---|---|---|---|---|---|
ResNet18 | 11M | 0.955 | 0.925 | 0.93 | 0.943 |
MobileNetv3 | 2.5M | 0.97 | 0.95 | 0.96 | 0.97 |
SqueezeNet | 1.2M | 0.98 | 0.985 | 0.98 | 0.99 |
