ITB-mBatik Dataset

Published: 14 February 2023| Version 1 | DOI: 10.17632/7hzr5539ws.1


Institute Teknologi Bandung (ITB) modern Batik Dataset was created and designed as the first-ever high-quality symmetric pattern consisting of 1,216 images taken straight from design files for unsupervised image generation tasks purposes. At first, the dataset was created as training data for more efficient GAN and used as a working substitute due to the difficulty of finding a large amount of high-quality authentic Batik. We would like to thank Nurul Yafi for his massive contributions to this research. Without his work, this research would not have been possible. All the pattern images used in this dataset were taken directly from his work and shared under CC BY NC SA License. If you would like to use this work commercially, contact him directly at yafi04[at]



Max Planck Campus Tubingen, Institut Teknologi Bandung, Universitas Gadjah Mada, Samsung Research and Development


Computer Science, Machine Learning, Unsupervised Learning, Deep Learning, Generative Adversarial Network