关键词: Art Autoencoder Batik Diffusion Generative adversarial network Heritage Nitik

来  源:   DOI:10.1016/j.dib.2024.110671   PDF(Pubmed)

Abstract:
Batik holds profound cultural significance within Indonesia, serving as a tangible expression of the nation\'s rich heritage and intricate philosophical narratives. This paper introduces the Batik Nitik Sarimbit 120 dataset, originating from Yogyakarta, Indonesia, as a pivotal resource for researchers and enthusiasts alike. Comprising images of 60 Nitik patterns meticulously sourced from fabric samples, this dataset represents a curated selection of batik motifs emblematic of the region\'s artistic tradition. The Batik Nitik Sarimbit 120 dataset offers a comprehensive collection of 120 motif pairs distributed across 60 distinct categories. By providing a comprehensive repository of batik motifs, the Batik Nitik Sarimbit 120 dataset facilitates the training and validation of machine learning algorithms, particularly through the utilization of generative method. This enables researchers to explore and innovate in the realm of batik pattern generation, fostering new avenues for creativity and expression within this venerable art form. In essence, the Batik Nitik Sarimbit 120 dataset stands as a testament to the collaborative efforts of cultural institutions and academia in preserving and promoting Indonesia\'s rich batik heritage. Its accessibility and richness make it a valuable resource for scholars, artists, and enthusiasts seeking to delve deeper into the intricate world of Indonesian batik.
摘要:
蜡染在印度尼西亚拥有深刻的文化意义,作为国家丰富的遗产和错综复杂的哲学叙事的有形表达。本文介绍了BatikNitikSarimbit120数据集,起源于日惹,印度尼西亚,作为研究人员和爱好者的关键资源。包含从织物样品中精心采购的60Nitik图案的图像,这个数据集代表了该地区艺术传统的蜡染图案的精选。BatikNitikSarimbit120数据集提供了分布在60个不同类别中的120个图案对的全面集合。通过提供全面的蜡染图案库,BatikNitikSarimbit120数据集有助于机器学习算法的训练和验证,特别是通过利用生成方法。这使研究人员能够在蜡染图案生成领域进行探索和创新,在这种古老的艺术形式中培养创造力和表达的新途径。实质上,蜡染NitikSarimbit120数据集证明了文化机构和学术界在保护和促进印度尼西亚丰富的蜡染遗产方面的合作努力。它的可获得性和丰富性使其成为学者的宝贵资源,艺术家,和爱好者寻求更深入地研究印度尼西亚蜡染的复杂世界。
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