Proceeding International Applied Business and Engineering Conference
Vol. 2 (2022): Proceeding International Applied Business and Engineering Conference 2022

Fruit Recognition and Weight Scale Estimation Based on Visual Sensing

Budi Sugandi (Politeknik Negeri Batam)
Ria Wahyu (Politeknik Negeri Batam)
Sindi Apriliana (Politeknik Negeri Batam)
Fitri Ramadani Putri (Politeknik Negeri Batam)

Article Info

Publish Date
09 Jan 2023

Abstract

This paper aims to develop a system to recognize fruit and estimate its weight scale based on visual sensing. The images of fruit are captured by camera and processed by image processing to be recognized and estimated their weight. The fruit recognition is performed based on average of RGB histogram. The RGB histogram of each fruit is calculated and saved as training data. To evaluate the recognition process, the testing data is compared with training data. The weight scale estmation is performed by calculating the height dan width of the detected fruit image. The regression equation is used to determine the weight of the fruit. The experiment was performed to 8 types of fuit with 10 samples data of each. The experiment results show the effectivenes of the algorithm to recognize and estimate the weight of fuit with average error 9.38 % of recognition and 4.85% of weight estimation.

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Journal Info
Proceeding International Applied Business and Engineering Conference
Website

Abbrev

iabec

Publisher

ABEC: Konsorsium Politeknik Se-Sumatra

Subject

Religion Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Social Sciences Transportation Other

Description

Proceedings of the Sumatra Polytechnic conference, scope: electrical engineering, mechanical engineering, computer engineering, civil engineering, social sciences, business administration, accounting, English, agriculture, ...