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Design of Prediction Tools for Banana Maturity Based on Image Processing
Sandra Malin Sutan; Istifar Yogi Prayogi; Retno Damayanti And Gunomo Djoyowasito

Department of Agricultural Engineering, Faculty of Agricultural Technology, University of Brawijaya, Malang, Indonesia


Abstract

Image processing is a method to process image become information consist of phisycal condition of product. Image processing applications in agriculture are currently developing very rapidly, especially for the prediction of fruit quality and maturity. The purpose of this study is to design a tool to predict the maturity of bananas. The type of banana used in this study is barlin banana (musa paradisiaca. L) with maturity levels 1, 3, 5 and 7. While the image processing characteristics used are data R, G and B which are captured by the TCS3200 sensor. From a number of experiments, a distinguishing factor is obtained for the RGB value for each level of maturity, maturity 1 with the value of G> B; maturity 3 with Value R> G, Value (R-G) <9 and G Value ≥ 142; maturity 5 with a value of R> G, a value of 9 ≤ (R-G) and a value of G ≥ 142; maturity 7 with a value of R> G and a value of 142 ≥ G. The results of the prediction of the banana maturity using this tool for maturity 1 accuracy prediction 100%, maturity 3 accuracy predictions 80%, maturity 5 accuracy prediction 100% and maturity 7 accuracy predictions 60%.

Keywords: Banana, Image Processing, Maturity, Prediction, TCS3200

Topic: AGRICULTURAL ENGINEERING

Link: https://ifory.id/abstract/XgzGaDcEjRqe

Conference: INTERNATIONAL CONFERENCE ON GREEN AGRO-INDUSTRY AND BIOECONOMY (ICGAB 2019)

Plain Format | Corresponding Author (Istifar Yogi Prayogi)

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