Klasifikasi Jenis Buah Apel Menggunakan Metode Orde 1 dengan Algoritma Multi Support-Vector Machines

Klasifikasi Jenis Buah Apel Menggunakan Metode Orde 1 dengan Algoritma Multi Support-Vector Machines

• By Safitri, Rizky, Ade; Nurdiani, Siti; Hadianti, Sri; Riana, Dwiza;
• Jurnal Nasional Terakreditasi
• 239
• 167 - 172

Apples are a type of fruit which has a variety of colors on its own skin, some are red, green and yellow. Apples also have many types and are easily found in the country and abroad. Each type of apple has different characteristics so that different opinions will be obtained by each individual which causes a different level of accuracy. Current classification technology can be used to assist the sorting process. This research uses first order method with multi SVM algorithm which aims to recognize apple patterns using texture analysis on grayscale images and color feature extraction on color images. The results of the feature extraction will be input for multi SVM to classify the types of apples. The data used in this study were of 50 images, consisting of 35 training data images and 15 test data. The results of this method's accuracy reached an accuracy rate of only 86%.

• Katakunci
• URL https://ejournal.bsi.ac.id/ejurnal/index.php/paradigma/article/view/6526/pdf
• Penerbit ,

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