L2MXception: an improved Xception network for classification of peach diseases
L2MXception: an improved Xception network for classification of peach diseases
About this item
Full title
Author / Creator
Yao, Na , Ni, Fuchuan , Wang, Ziyan , Luo, Jun , Sung, Wing-Kin , Luo, Chaoxi and Li, Guoliang
Publisher
England: BioMed Central Ltd
Journal title
Language
English
Formats
Publication information
Publisher
England: BioMed Central Ltd
Subjects
More information
Scope and Contents
Contents
Peach diseases can cause severe yield reduction and decreased quality for peach production. Rapid and accurate detection and identification of peach diseases is of great importance. Deep learning has been applied to detect peach diseases using imaging data. However, peach disease image data is difficult to collect and samples are imbalance. The pop...
Alternative Titles
Full title
L2MXception: an improved Xception network for classification of peach diseases
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_0b2833e3e2a348c9946e14de07ddb35b
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0b2833e3e2a348c9946e14de07ddb35b
Other Identifiers
ISSN
1746-4811
E-ISSN
1746-4811
DOI
10.1186/s13007-021-00736-3
