Simulation of an Automated System to select Peruvian avocados by computer vision

Jarod Sebastian Linares Castro; Henry Fernando Munarriz Gamboa; Manuel Luis Vidalon Gutierrez; Jezzy James Huaman Rojas

doi:10.1109/ICECET63943.2025.11472180

Simulation of an Automated System to select Peruvian avocados by computer vision

Jarod Sebastian Linares Castro
, Henry Fernando Munarriz Gamboa
, Manuel Luis Vidalon Gutierrez
, Jezzy James Huaman Rojas

School of Electrical Engineering

Research output: Chapter in Book/Report › Conference contribution › peer-review

Abstract

The aim for this study is to develop a simulation of an automated Peruvian avocado classification system based on computer vision. In order to develop the computer vision process, the principle of learning by transfer was analyzed and a flowchart for Factory IO and TIA Portal simulation was created. An environmental system simulation was procured through the software Factory IO, as well as image processing through the Teachable Machine software. Whereby, the characteristics of the three avocado varieties were introduced, and the system had the ability to select the avocados with the data. In conclusion, the current design optimized the process by automatizing the selection and storage of the avocados reducing the execution time for both processes.

Original language	American English
Title of host publication	International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798331535599
DOIs	https://doi.org/10.1109/ICECET63943.2025.11472180
State	Indexed - 2025
Event	IEEE International Conference on Electrical, Computer and Energy Technologies, ICECET 2025 - Paris, France Duration: 3 Jul 2025 → 6 Jul 2025

Publication series

Name	International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025

Conference

Conference	IEEE International Conference on Electrical, Computer and Energy Technologies, ICECET 2025
Country/Territory	France
City	Paris
Period	3/07/25 → 6/07/25

Bibliographical note

Publisher Copyright:
© 2025 IEEE.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

agriculture
automation
Simulation
sorting

Access to Document

10.1109/ICECET63943.2025.11472180

Cite this

Linares Castro, J. S., Fernando Munarriz Gamboa, H., Vidalon Gutierrez, M. L., & James Huaman Rojas, J. (2025). Simulation of an Automated System to select Peruvian avocados by computer vision. In International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025 (International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICECET63943.2025.11472180

Linares Castro, Jarod Sebastian ; Fernando Munarriz Gamboa, Henry ; Vidalon Gutierrez, Manuel Luis et al. / Simulation of an Automated System to select Peruvian avocados by computer vision. International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025. Institute of Electrical and Electronics Engineers Inc., 2025. (International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025).

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title = "Simulation of an Automated System to select Peruvian avocados by computer vision",

abstract = "The aim for this study is to develop a simulation of an automated Peruvian avocado classification system based on computer vision. In order to develop the computer vision process, the principle of learning by transfer was analyzed and a flowchart for Factory IO and TIA Portal simulation was created. An environmental system simulation was procured through the software Factory IO, as well as image processing through the Teachable Machine software. Whereby, the characteristics of the three avocado varieties were introduced, and the system had the ability to select the avocados with the data. In conclusion, the current design optimized the process by automatizing the selection and storage of the avocados reducing the execution time for both processes.",

keywords = "agriculture, automation, Simulation, sorting",

author = "\{Linares Castro\}, \{Jarod Sebastian\} and \{Fernando Munarriz Gamboa\}, Henry and \{Vidalon Gutierrez\}, \{Manuel Luis\} and \{James Huaman Rojas\}, Jezzy",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; IEEE International Conference on Electrical, Computer and Energy Technologies, ICECET 2025 ; Conference date: 03-07-2025 Through 06-07-2025",

year = "2025",

doi = "10.1109/ICECET63943.2025.11472180",

language = "American English",

series = "International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025",

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}

Linares Castro, JS, Fernando Munarriz Gamboa, H, Vidalon Gutierrez, ML & James Huaman Rojas, J 2025, Simulation of an Automated System to select Peruvian avocados by computer vision. in International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025. International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025, Institute of Electrical and Electronics Engineers Inc., IEEE International Conference on Electrical, Computer and Energy Technologies, ICECET 2025, Paris, France, 3/07/25. https://doi.org/10.1109/ICECET63943.2025.11472180

Simulation of an Automated System to select Peruvian avocados by computer vision. / Linares Castro, Jarod Sebastian; Fernando Munarriz Gamboa, Henry; Vidalon Gutierrez, Manuel Luis et al.
International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025. Institute of Electrical and Electronics Engineers Inc., 2025. (International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025).

Research output: Chapter in Book/Report › Conference contribution › peer-review

TY - GEN

T1 - Simulation of an Automated System to select Peruvian avocados by computer vision

AU - Linares Castro, Jarod Sebastian

AU - Fernando Munarriz Gamboa, Henry

AU - Vidalon Gutierrez, Manuel Luis

AU - James Huaman Rojas, Jezzy

PY - 2025

Y1 - 2025

N2 - The aim for this study is to develop a simulation of an automated Peruvian avocado classification system based on computer vision. In order to develop the computer vision process, the principle of learning by transfer was analyzed and a flowchart for Factory IO and TIA Portal simulation was created. An environmental system simulation was procured through the software Factory IO, as well as image processing through the Teachable Machine software. Whereby, the characteristics of the three avocado varieties were introduced, and the system had the ability to select the avocados with the data. In conclusion, the current design optimized the process by automatizing the selection and storage of the avocados reducing the execution time for both processes.

AB - The aim for this study is to develop a simulation of an automated Peruvian avocado classification system based on computer vision. In order to develop the computer vision process, the principle of learning by transfer was analyzed and a flowchart for Factory IO and TIA Portal simulation was created. An environmental system simulation was procured through the software Factory IO, as well as image processing through the Teachable Machine software. Whereby, the characteristics of the three avocado varieties were introduced, and the system had the ability to select the avocados with the data. In conclusion, the current design optimized the process by automatizing the selection and storage of the avocados reducing the execution time for both processes.

KW - agriculture

KW - automation

KW - Simulation

KW - sorting

UR - https://www.scopus.com/pages/publications/105037178497

U2 - 10.1109/ICECET63943.2025.11472180

DO - 10.1109/ICECET63943.2025.11472180

M3 - Conference contribution

AN - SCOPUS:105037178497

T3 - International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025

BT - International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE International Conference on Electrical, Computer and Energy Technologies, ICECET 2025

Y2 - 3 July 2025 through 6 July 2025

ER -

Linares Castro JS, Fernando Munarriz Gamboa H, Vidalon Gutierrez ML, James Huaman Rojas J. Simulation of an Automated System to select Peruvian avocados by computer vision. In International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025. Institute of Electrical and Electronics Engineers Inc. 2025. (International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025). doi: 10.1109/ICECET63943.2025.11472180

Simulation of an Automated System to select Peruvian avocados by computer vision

Abstract

Publication series

Conference

Bibliographical note

UN SDGs

Keywords

Access to Document

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Cite this