LAI and SPAD estimation on Wheat canopy dataset (test)
10.08Average Inference Time (ms)ShuffleNet V2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ShuffleNet V2Parameters (M)=0.38, Model size (MB)=1.572025.12 | 10.08 | 99.22 | |
| MobileNet V3Parameters (M)=3.00, Model size (MB)=11.652025.12 | 13.13 | 76.14 | |
| ResNet18Parameters (M)=11.22, Model size (MB)=42.872025.12 | 14.15 | 70.67 | |
| MobileNet V2Parameters (M)=2.27, Model size (MB)=8.882025.12 | 14.16 | 70.61 | |
| MCVI-SANetParameters (M)=0.10, Model size (MB)=0.462025.12 | 17.05 | 58.64 | |
| EfficientNet B0Parameters (M)=4.05, Model size (MB)=15.742025.12 | 18.12 | 55.2 | |
| ResNet50Parameters (M)=23.60, Model size (MB)=90.332025.12 | 32.22 | 31.04 | |
| EfficientNet V2-SParameters (M)=20.22, Model size (MB)=77.992025.12 | 51.08 | 19.58 |