Cargando…
Estimation of Botanical Composition in Mixed Clover–Grass Fields Using Machine Learning-Based Image Analysis
This study aims to provide an effective image analysis method for clover detection and botanical composition (BC) estimation in clover–grass mixture fields. Three transfer learning methods, namely, fine-tuned DeepLab V3+, SegNet, and fully convolutional network-8s (FCN-8s), were utilized to detect c...
| Autores principales: | , , , , , , , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7905353/ https://www.ncbi.nlm.nih.gov/pubmed/33643352 http://dx.doi.org/10.3389/fpls.2021.622429 |