Table 6 Test results of different models without data augmentation
From: Houseplant leaf classification system based on deep learning algorithms
Method | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) |
|---|---|---|---|---|
Improved technique | 98.60 | 98.67 | 98.60 | 98.61 |
Original ResNet-50 | 98.20 | 98.26 | 98.20 | 98.20 |
MobileNet_v2 | 97.00 | 97.15 | 97.00 | 97.01 |