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Sequential transfer learning based on hierarchical clustering for improved performance in deep learning based food segmentation

Accurately segmenting foods from optical images is a challenging task, yet becoming possible with the help of recent advances in Deep Learning based solutions. Automated identification of food items opens up possibilities of useful applications like nutrition intake monitoring. Given large variation...

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Detalles Bibliográficos
Autores principales: Siemon, Mia S. N., Shihavuddin, A. S. M., Ravn-Haren, Gitte
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7803986/
https://www.ncbi.nlm.nih.gov/pubmed/33436650
http://dx.doi.org/10.1038/s41598-020-79677-1