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Leaf Recognition Based on Joint Learning Multiloss of Multimodel Convolutional Neural Networks: A Testing for Vietnamese Herb

A new modification of multi-CNN ensemble training is investigated by combining multiloss functions from state-of-the-art deep CNN architectures for leaf image recognition. We first apply the U-Net model to segment leaf images from the background to improve the performance of the recognition system....

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Detalles Bibliográficos
Autores principales: Dat, Trinh Tan, Le Thien Vu, Pham Cung, Truong, Nguyen Nhat, Anh Dang, Le Tran, Thanh Sang, Vu Ngoc, Bao, Pham The
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486519/
https://www.ncbi.nlm.nih.gov/pubmed/34603432
http://dx.doi.org/10.1155/2021/5032359