Classification of Lombok Pearls using GLCM Feature Extraction and Artificial Neural Networks (ANN)

This study used the second-order Gray Level Co-occurrence Matrix (GLCM) and pearl image classification using Artificial Neural Network (ANN). No previous research combines GLCM method with artificial neural networks in classification. The number of images this is 360 three labels, including 120 A images, AA AAA images. epochs were 10, 20, 30, 40, 50, 60, 70, 80. test results at epoch 10 got 80.00% accuracy, 20 90.00% 30 93.33% 40 94.44% accuracy. In comparison, 50 95.55% 60 96.66% 70 80 combination proposed methods can produce accuracy classifying such as results.