Classification of Pandavas Figure in Shadow Puppet Images using Convolutional Neural Networks

Indonesia is a nation with various ethnicities and rich cultural backgrounds that span from Sabang to Merauke. One of the products Indonesian society shadow puppet. Shadow puppet has been internationally renowned as masterpiece art recognized by UNESCO. The development very dependent on technological sophistication it may shift existing traditional culture out memory nation. Practices modern life busy activities people exacerbate condition make ignore culture. This study seeks preserve making puppets object classification. We use deep learning algorithm called convolutional neural network (CNN) classify 430 images into 4 classes. proportion training, validation test data 70 20 10. experiments show most efficient model obtained 3 convolution layer. It reaches an accuracy rate 0.93 drop 0.2