Image Classification on Rickshaw Dataset (val)
79AccuracyResNet-18 (TL)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNet-18 (TL)Transfer Learning=true, Training Time (s)=2700, Model Size (MB)=44.72026.01 | 79 | 80 | 79 | 79 | |
| Custom CNNTransfer Learning=false, Training Time (s)=3000, Model Size (MB)=0.852026.01 | 77 | 77 | 77 | 77 | |
| VGG-16 (TL)Transfer Learning=true, Training Time (s)=8200, Model Size (MB)=5282026.01 | 76 | 77 | 76 | 76 | |
| ResNet-18Transfer Learning=false, Training Time (s)=3600, Model Size (MB)=44.72026.01 | 69 | 70 | 69 | 69 | |
| VGG-16Transfer Learning=false, Training Time (s)=4200, Model Size (MB)=5282026.01 | 64 | 65 | 64 | 64 |