Chargement en cours...
Domain knowledge integration into deep learning for typhoon intensity classification
In this report, we propose a deep learning technique for high-accuracy estimation of the intensity class of a typhoon from a single satellite image, by incorporating meteorological domain knowledge. By using the Visual Geometric Group’s model, VGG-16, with images preprocessed with fisheye distortion...
Enregistré dans:
| Publié dans: | Sci Rep |
|---|---|
| Auteurs principaux: | , , , , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Nature Publishing Group UK
2021
|
| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8217498/ https://ncbi.nlm.nih.gov/pubmed/34155252 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-92286-w |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|