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巴蒂克·尼蒂克·萨林比特120数据集
Agus Eko Minarno1,2, Indah Soesanti1, Hanung Adi Nugroho1
1Department of Electrical and Information Engineering, Universitas Gadjah Mada, Indonesia.
Data in brief
|July 25, 2024
概括
巴蒂克尼蒂克萨里姆比特120数据集为机器学习提供120个印度尼西亚巴蒂克图案对. 该资源有助于产生新的巴蒂克图案,通过数字创新保护文化遗产.
科学领域:
- 文化遗产研究 文化遗产研究
- 计算机视觉 计算机视觉
- 数字艺术 数字艺术 数字艺术
背景情况:
- 巴蒂克是一个重要的印度尼西亚文化遗产,体现了丰富的传统和哲学叙事.
- 现有的巴蒂克图案数字资源有限,阻碍了研究和数字保存.
- 尼蒂克·萨里姆比特风格代表了印尼巴蒂克艺术中一个特定的,重要的类别.
研究的目的:
- 介绍和描述Batik Nitik Sarimbit 120数据集. 为了介绍和描述Batik Nitik Sarimbit 120数据集.
- 为研究和数字生成巴蒂克图案提供一个全面的资源.
- 为了促进机器学习应用在保护和创新印尼巴蒂克遗产.
主要方法:
- 策划了来自60个不同类别的120个Nitik Sarimbit batik图案对的数据集.
- 来自印尼约加雅加特的原始织物样本的高质量图像.
- 组织数据集用于训练和验证机器学习算法,包括生成方法.
主要成果:
- 现在可以使用Batik Nitik Sarimbit 120数据集,包括60个类别的120个图案对.
- 该数据集使Nitik Sarimbit batik图案的详细分析和探索成为可能.
- 便于开发生成模型,用于创建新的巴蒂克设计.
结论:
- 巴蒂克尼蒂克·萨林比特120数据集是研究人员,艺术家和文化机构的宝贵资源.
- 该数据集支持通过数字奖学金保护和促进印尼巴蒂克遗产.
- 它为使用机器学习和生成技术的巴蒂克艺术创新打开了新的可能性.
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