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Time-Series Growth Prediction Model Based on U-Net and Machine Learning in Arabidopsis

Yield prediction for crops is essential information for food security. A high-throughput phenotyping platform (HTPP) generates the data of the complete life cycle of a plant. However, the data are rarely used for yield prediction because of the lack of quality image analysis methods, yield data asso...

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Detalles Bibliográficos
Autores principales: Chang, Sungyul, Lee, Unseok, Hong, Min Jeong, Jo, Yeong Deuk, Kim, Jin-Baek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8631871/
https://www.ncbi.nlm.nih.gov/pubmed/34858446
http://dx.doi.org/10.3389/fpls.2021.721512