Table 2 Performance measurement of the model for validation using cross-species.
From: Construction of deep learning-based disease detection model in plants
Validation | Disease | Pre-trained model | Performance | |||
|---|---|---|---|---|---|---|
Accuracy | Precision | Recall | F1-score | |||
Crop cross | Early blight | GoogLeNet | 100.00% | 100.00% | 100.00% | 100.00% |
Late blight | GoogLeNet | 97.51% | 97.55% | 97.51% | 97.50% | |
Cropped image | Early blight | GoogLeNet | 95.56% | 95.99% | 95.56% | 95.65% |
Late blight | VGG19 | 70.62% | 80.15% | 70.62% | 64.53% | |
