Table 1 Sample image numbers of the dataset used for model performance
From: Houseplant leaf classification system based on deep learning algorithms
Class name | Original dataset | Training set | Augmented Training set | Testing set |
|---|---|---|---|---|
Silver Lining Kiwi | 250 | 200 | 1200 | 50 |
Tradescantia Zebrine | 250 | 200 | 1200 | 50 |
Dieffenbachia | 250 | 200 | 1200 | 50 |
Callisia | 250 | 200 | 1200 | 50 |
Croton Plant | 250 | 200 | 1200 | 50 |
Epipremnum Aureum | 250 | 200 | 1200 | 50 |
Ficus Elastica | 250 | 200 | 1200 | 50 |
Gena Garchak | 250 | 200 | 1200 | 50 |
Geranium | 250 | 200 | 1200 | 50 |
Zambia | 250 | 200 | 1200 | 50 |