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 …

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 …

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 …

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 …

Automated Sorting System for Tahiti Lemons Using Raspberry PI

C Janampa-Paitan, JE Flores-Llallico… - … Robot Systems  …, 2023 - ieeexplore.ieee.org
… automated system for the classification of Tahiti lemons by size … For the simulation of the
classification of Tahiti lemons by size … the creation of the evaluation function of color percentage …

Development of novel prototype of orange sorting machine

VT Nguyen, NK Nguyen - Engineering Research Express, 2024 - iopscience.iop.org
… (Citrus maxima) and the mandarin species (Citrus reticulata) [… that is specifically engineered
to grade orange based on size … designing color-based product classification system applying …

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 …

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 …

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. …