A Performance Comparison of CNN Models for Bean Phenology Classification Using Transfer Learning Techniques

Teodoro Ibarra-Pérez; Ramón Jaramillo-Martínez; Hans C. Correa-Aguado; Christophe Ndjatchi; Ma del Rosario Martínez-Blanco; Héctor A. Guerrero-Osuna; Flabio D. Mirelez-Delgado; José I. Casas-Flores; Rafael Reveles-Martínez; Umanel A. Hernández-González

doi:10.3390/agriengineering6010048

A Performance Comparison of CNN Models for Bean Phenology Classification Using Transfer Learning Techniques

Teodoro Ibarra-Pérez, Ramón Jaramillo-Martínez, Hans C. Correa-Aguado, Christophe Ndjatchi, Ma del Rosario Martínez-Blanco, Héctor A. Guerrero-Osuna, Flabio D. Mirelez-Delgado, José I. Casas-Flores, Rafael Reveles-Martínez, Umanel A. Hernández-González

Unidad Profesional Interdisciplinaria de Ingeniería, Campus Zacatecas (UPIIZ)

Research output: Contribution to journal › Article › peer-review

Original language	Undefined/Unknown
Journal	AgriEngineering
DOIs	https://doi.org/10.3390/agriengineering6010048
State	Published - 18 Mar 2024

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10.3390/agriengineering6010048

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Ibarra-Pérez, T., Jaramillo-Martínez, R., Correa-Aguado, H. C., Ndjatchi, C., Martínez-Blanco, M. D. R., Guerrero-Osuna, H. A., Mirelez-Delgado, F. D., Casas-Flores, J. I., Reveles-Martínez, R., & Hernández-González, U. A. (2024). A Performance Comparison of CNN Models for Bean Phenology Classification Using Transfer Learning Techniques. AgriEngineering. https://doi.org/10.3390/agriengineering6010048

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title = "A Performance Comparison of CNN Models for Bean Phenology Classification Using Transfer Learning Techniques",

author = "Teodoro Ibarra-P{\'e}rez and Ram{\'o}n Jaramillo-Mart{\'i}nez and Correa-Aguado, {Hans C.} and Christophe Ndjatchi and Mart{\'i}nez-Blanco, {Ma del Rosario} and Guerrero-Osuna, {H{\'e}ctor A.} and Mirelez-Delgado, {Flabio D.} and Casas-Flores, {Jos{\'e} I.} and Rafael Reveles-Mart{\'i}nez and Hern{\'a}ndez-Gonz{\'a}lez, {Umanel A.}",

year = "2024",

month = mar,

day = "18",

doi = "10.3390/agriengineering6010048",

language = "Indefinido/desconocido",

journal = "AgriEngineering",

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Ibarra-Pérez, T, Jaramillo-Martínez, R, Correa-Aguado, HC, Ndjatchi, C, Martínez-Blanco, MDR, Guerrero-Osuna, HA, Mirelez-Delgado, FD, Casas-Flores, JI, Reveles-Martínez, R & Hernández-González, UA 2024, 'A Performance Comparison of CNN Models for Bean Phenology Classification Using Transfer Learning Techniques', AgriEngineering. https://doi.org/10.3390/agriengineering6010048

TY - JOUR

T1 - A Performance Comparison of CNN Models for Bean Phenology Classification Using Transfer Learning Techniques

AU - Ibarra-Pérez, Teodoro

AU - Jaramillo-Martínez, Ramón

AU - Correa-Aguado, Hans C.

AU - Ndjatchi, Christophe

AU - Martínez-Blanco, Ma del Rosario

AU - Guerrero-Osuna, Héctor A.

AU - Mirelez-Delgado, Flabio D.

AU - Casas-Flores, José I.

AU - Reveles-Martínez, Rafael

AU - Hernández-González, Umanel A.

PY - 2024/3/18

Y1 - 2024/3/18

UR - https://doi.org/10.3390/agriengineering6010048

U2 - 10.3390/agriengineering6010048

DO - 10.3390/agriengineering6010048

M3 - Artículo

SN - 2624-7402

JO - AgriEngineering

JF - AgriEngineering

ER -

A Performance Comparison of CNN Models for Bean Phenology Classification Using Transfer Learning Techniques

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