Table 3 Main results for evaluation on the ImageNet dataset.
From: Deep learning-enabled mobile application for efficient and robust herb image recognition
DNN strategy | Top1 acc (%) | Top5 acc (%) |
|---|---|---|
large DNN (ResNeXt-101) | 79.2 | 94.3 |
small DNN (ResNet-50) | 75.3 | 92.2 |
small DNN + transfer | 78.4 | 94.5 |
small DNN + transfer + cut (\(\alpha =0.5\)) | 74.8 | 92.4 |
