Cargando…
Using a Convolutional Siamese Network for Image-Based Plant Species Identification with Small Datasets
The application of deep learning techniques may prove difficult when datasets are small. Recently, techniques such as one-shot learning, few-shot learning, and Siamese networks have been proposed to address this problem. In this paper, we propose the use a convolutional Siamese network (CSN) that le...
| Autores principales: | , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2020
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148474/ https://www.ncbi.nlm.nih.gov/pubmed/32121572 http://dx.doi.org/10.3390/biomimetics5010008 |