The number of batik motifs in Indonesia is not comparable to the knowledge possessed by
the Indonesian people about batik motifs. The diversity of batik motifs can be a problem …

Batik is one of the traditional heritages of Indonesia, with each motif of batik having a
profound cultural and philosophical significance. This article introduces Batik Nitik 960 …

CNN has the ability to detect and recognize objects in an image, also can outperform
traditional methods in computer vision and pattern recognition tasks. CNN has been …

This study aims to apply the convolutional neural network (CNN) to classify batik based on
its manufacturing method, namely Batik Tulis which are hand drawn, Batik Cap where …

Batik is one of the Indonesian cultures that UNESCO has recognized. Â Batik has a variety of
unique and distinctive patterns that reflect the area of origin of the batik motif. Batik motifs …

One of the arts in Surakarta culture is batik cloth. A batik is a form of heritage from the
nation's ancestors whose manufacturing process must use specific tools and materials …

Batik is an Indonesian cultural heritage that should be preserved. Over time, many batik
motifs have sprung up, which can lead to mutual claims between craftsmen. Therefore, it is …

Augmentation is a technique to increase the amount of data artificially by making more
variations of the image such as changing the position of the image, changing the size of the …

The proliferation of digital image data necessitates robust solutions for image retrieval,
especially within specialized and culturally significant datasets. This study addresses the …

Some researchers propose using the Convolutional Neural Network (CNN) method to
classified batik images. It can extract features automatically without the need to define …