Mango Variety Detection on MangoImageBD
85AccuracyResNet-18
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNet-18Training=Transfer Learning, Training Time (s)=26000, Model Size (MB)=44.72026.01 | 85 | 86 | 85 | 85 | |
| VGG-16Training=Transfer Learning, Training Time (s)=48000, Model Size (MB)=5282026.01 | 80 | 81 | 80 | 80 | |
| Custom CNNTraining=Scratch, Training Time (s)=30000, Model Size (MB)=0.852026.01 | 73 | 74 | 73 | 73 | |
| ResNet-18Training=Scratch, Training Time (s)=34000, Model Size (MB)=44.72026.01 | 61 | 63 | 61 | 62 | |
| VGG-16Training=Scratch, Training Time (s)=72000, Model Size (MB)=5282026.01 | 55 | 56 | 55 | 55 |