Indonesian Wayang Type

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Indonesian Wayang Type

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Indonesian Wayang Type

Use Case

Indonesian Wayang Type

Description

Explore a comprehensive dataset of Indonesian Wayang puppetry, featuring six unique types for AI recognition.

Description:

Indonesia’s wayang tradition is a testament to its deep cultural history. However, with modern influences and a fading connection to traditional art forms, wayang puppetry risks being forgotten. The “Dalang” project seeks to bridge the gap between tradition and technology, making it easier to classify and understand the various types of wayang through machine learning.

The Importance of Wayang
Wayang is more than just puppetry; it’s a representation of Indonesian folklore, philosophy, and societal values. Each type of wayang tells a different story and has distinct characteristics, making its preservation essential for future generations. Wayang performances are intricate, often combining shadow play, narration, and music to depict age-old legends.

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Dataset Goals

This dataset is specifically designed to aid in the classification and recognition of six prominent types of wayang. The project aims to collect diverse and high-quality images for each class, providing a comprehensive resource for machine learning applications and cultural studies.

Dataset Collection Process
The dataset was carefully curated from public sources such as Google Images and Bing Images. Our objective was to gather high-resolution, diverse images to ensure accurate classification across different wayang types. All images are strictly for educational purposes, acknowledging the ownership of their respective sources.

Usage and Application

This dataset can be utilized to train AI models that help automate the recognition and classification of Indonesian wayang puppets. In addition to its cultural preservation mission, the dataset has broader applications in educational tools, virtual museums, and academic research into Southeast Asian culture.

Technological Approach
Using the “Dalang” system, machine learning models analyze wayang images to classify them based on type, origin, and other metadata. The system uses deep learning to recognize distinct patterns in the puppets, such as shape, design, and features, contributing to a comprehensive cultural database.

Conclusion

The Indonesian wayang dataset is not just a collection of images; it represents a critical step in preserving and reviving a fading tradition. By leveraging modern technology, we aim to keep wayang puppetry relevant and accessible for generations to come, fostering global recognition and appreciation.