Transfer Learning for Medicinal Plant Leaves Recognition: A Comparison with and without a Fine-Tuning Strategy

Plant leaves are another common source of information for determining plant species. According to the dataset that has been collected, we propose transfer learning models VGG16, VGG19, and MobileNetV2 to examine the distinguishing features to identify medicinal plant leaves. We also improved algorit...

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Veröffentlicht in:	International journal of advanced computer science & applications 2022, Vol.13 (9)
Hauptverfasser:	Ayumi, Vina, Ermatita, Ermatita, Abdiansah, Abdiansah, Noprisson, Handrie, Jumaryadi, Yuwan, Purba, Mariana, Utami, Marissa, Putra, Erwin Dwika
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Data collection Deep learning Feature extraction Herbal medicine Learning Training
Online-Zugang:	Volltext
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