Table 2.
Results of 3 × 10CV of the models pre-trained on ImageNet images and fine-tuned on ABCPollen microscopic images.
Model | Average Accuracy | Std Dev of Accuracy |
---|---|---|
Orig_AlexNet | 91.78% | 0.00653 |
Orig_ResNet | 97.61% | 0.00260 |
Orig_VGG | 97.88% | 0.00173 |
Orig_SqueezeNet | 97.21% | 0.00201 |
Orig_DenseNet | 97.71% | 0.00357 |
Orig_InceptionV3 | 97.49% | 0.00387 |