Table 5 Test results of different models with augmented dataset
From: Houseplant leaf classification system based on deep learning algorithms
Method | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) |
|---|---|---|---|---|
Improved technique | 99.00 | 99.03 | 99.00 | 99.01 |
Original ResNet-50 | 97.80 | 97.91 | 97.80 | 97.81 |
MobileNet_v2 | 97.20 | 97.30 | 97.20 | 97.20 |