Image Classification on Paddy Dataset (val)
76AccuracyResNet-18
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNet-18Training Time (s)=13680, Model Size (MB)=44.7, Transfer Learning=true2026.01 | 76 | 77 | 76 | 76 | |
| VGG-16Training Time (s)=28800, Model Size (MB)=528, Transfer Learning=true2026.01 | 70 | 72 | 70 | 71 | |
| ResNet-18Training Time (s)=20880, Model Size (MB)=44.7, Transfer Learning=false2026.01 | 38 | 41 | 38 | 39 | |
| Custom CNNTraining Time (s)=18000, Model Size (MB)=0.85, Transfer Learning=false2026.01 | 36 | 39 | 36 | 37 | |
| VGG-16Training Time (s)=41400, Model Size (MB)=528, Transfer Learning=false2026.01 | 29 | 30 | 29 | 29 |