Image Classification on MangoImageBD (test)
98AccuracyEnhanced Baseline (Custom CNN)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Enhanced Baseline (Custom CNN)Time / Epoch (s)=36, Trainable (MB)=89.79, Frozen (MB)=0.212026.01 | 98 | 98 | 98 | 98 | |
| EfficientNetB0Mode=Pretrained, Time / Epoch (s)=27, Trainable (MB)=15.36, Frozen (MB)=0.162026.01 | 95 | 95 | 95 | 95 | |
| EfficientNetB0Mode=Transfer, Time / Epoch (s)=9.72, Trainable (MB)=0.07, Frozen (MB)=15.452026.01 | 93 | 93 | 93 | 93 | |
| MobileNetV2Mode=Transfer, Time / Epoch (s)=7.92, Trainable (MB)=0.07, Frozen (MB)=8.612026.01 | 92 | 92 | 92 | 92 | |
| CustomCNN2026.01 | 90.65 | 82.88 | 84.51 | 82.07 | |
| MobileNetV2Mode=Pretrained, Time / Epoch (s)=21, Trainable (MB)=8.56, Frozen (MB)=0.132026.01 | 58 | 52 | 58 | 52 |