Development of an optimally designed real-time automatic citrus fruit grading–sortingmachine leveraging computer vision-based adaptive deep learning model

SK Chakraborty, A Subeesh, K Dubey, D Jat… - … Applications of Artificial …, 2023 - Elsevier
… for the development of an automatic machine that performs … , vision-based sorting and
weight-based grading of citrus fruits … function, filter size, dropout rate, epochs and batch size. The …

[HTML][HTML] Development of a Low-Cost Artificial Vision System as an Alternative for the Automatic Classification of Persian Lemon: Prototype Test Simulation

BV Granados-Vega, C Maldonado-Flores… - Foods, 2023 - mdpi.com
… ) has been developed based on the processing of digital images of Persian lemons with the
… of the peel, diameter, length, and color) of 90 lemons selected from the company Esperanza …

The citrus fruit sorting device automatically based on color method by using tcs320 color sensor and arduino uno microcontroller

P Sihombing, F Tommy, S Sembiring… - Journal of Physics …, 2019 - iopscience.iop.org
… Therefore, it is necessary to conduct a study by developing an orange fruit sorter which
automatically hopes to increase effectiveness and efficiency in sorting citrus fruits. Orange color

Simulation of an Automated Tahitian lemon grading system based on computer vision

JRO Zacarias, YC Sullca-Mendoza… - 2022 IEEE 13th …, 2022 - ieeexplore.ieee.org
… Tahitian lemon is characterized by its larger than average size… is to develop the simulation
of an Automated System for the … , since a lemon sorting counter system was implemented in …

AI‐enabled farm‐friendly automatic machine for washing, image‐based sorting, and weight grading of citrus fruits: Design optimization, performance evaluation, and …

SK Chakraborty, A Subeesh, R Potdar… - Journal of Field …, 2023 - Wiley Online Library
… to develop an automatic farm-friendly machine for real-time … reducing the size of the model
using filters of varying sizes 1 × … sample of citrus fruits having different weights and colors were …

[HTML][HTML] Real-Time Embedded Vision System for Online Monitoring and Sorting of Citrus Fruits

MA Nuño-Maganda, IA Dávila-Rodríguez… - Electronics, 2023 - mdpi.com
… propose a vision system for citrus fruits sorting by color and size, … to an existing mechanical
automatic citrus sorting machine. … We developed the proposed hardware architecture using a …

Load Cell and Arduino Technology as Lemon Fruit Classifier

D Origines Jr - Available at SSRN 3793375, 2021 - papers.ssrn.com
… is to develop a prototype that can weight of the sorted lemons … sort lemon sizes using PVC
pipe and servo motor as sorting device, … [4] Colour and size are the most important features for …

Development of Grading Machine for Citrus Fruits (Valencia Orange)

NS Elkaoud, AMM Elglaly - Journal of Soil Sciences and Agricultural …, 2019 - journals.ekb.eg
… In fact, this is the basis of the sorting of fruits based on their size. Proper … Size and color are
the two essential … The current research aims to the development of a sizing machine for citrus

Simulation of an Automated Tahitian Lemon Grading System Based on Computer Vision

YS Valenzuela Lino, JR Ortiz Zacarias… - 2024 - repositorio.continental.edu.pe
lemon is cha ra cterized by its la rger tha na verage size, ha s … is to develop the simulation of
an Automated System for the … , since a lemon sorting counter system was implemented in the …

Design of fruit segregation and packaging machine

G Khekare, S Verma, S Sur, R Haldkar… - 2020 International …, 2020 - ieeexplore.ieee.org
… In this work, a chosen lemon has been harvested before … enhances the development process
such as increasing the size of … lemon, the conveyor belt gets to start and moves for sorting. …