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All Journal Dedikasi: Jurnal Pengabdian Kepada Masyarakat Journal of Informatics and Vocational Education
Rakha Piadika
Universitas Muhammadiyah Bangka Belitung
Religion Humanities Computer Science & IT Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Social Sciences Other

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Generation of Batik Cual Bangka Belitung Motif Variations Using Stable Diffusion Models Rakha Piadika; Zikri Wahyuzi; Arvi Pramudyantoro
Journal of Informatics and Vocational Education Vol. 9 No. 1 (2026): Journal of Informatics and Vocational Education - March
Publisher : Informatics Education Department, Faculty of Teacher Training and Education, Universitas Sebelas Maret

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/joive.v9i1.3215

Abstract

Batik Cual Bangka Belitung is a visual cultural heritage characterized by repetitive motifs, fine line details, and high ornament complexity, presenting significant challenges for digital exploration without compromising its visual identity. This study aims to generate variations of Batik Cual motifs using a prompt-guided image-to-image (img2img) approach based on the Stable Diffusion model with a single-reference image. Furthermore, the research analyzes the influence of the strength parameter on the delicate balance between structural similarity and generative visual variation. The dataset consists of 13 independently collected Batik Cual motifs, pre-processed through RGB conversion and standardized to a resolution of 512×512 pixels. Controlled experiments were conducted using varied strength values of 0.4, 0.6, and 0.8, while maintaining other parameters constant. Quantitative evaluation utilized the Structural Similarity Index Measure (SSIM) to assess structural integrity and CLIP similarity to measure semantic alignment between the prompt and output image. The results indicate that increasing strength consistently decreases SSIM values, signifying greater structural deviation from the reference image, whereas CLIP similarity remains relatively stable across configurations. Quantitatively, a strength of 0.4 offers the optimal combination of structural similarity and semantic suitability. However, qualitative assessments reveal that for certain motifs, a strength of 0.6 produces a more balanced variation between pattern innovation and motif character preservation. These findings confirm a measurable trade-off between identity preservation and generative exploration, demonstrating the potential of Stable Diffusion as a controlled method for developing Batik Cual digital assets.
PENGEMBANGAN SPOT FOTO KREATIF MELALUI PEMBUATAN FRAME FOTO DI WISATA LPHD BATU MENTAS Eko Pratama; Astrid Juliyanti; Dwi Fajaria; Putrianti; Ratri Kusumadita; Gea Cantika; Syandhu Dea Fermanda; Ayu Nuratika; Febrianus Jerabun; Rakha Piadika
Bestari: Jurnal Pengabdian Kepada Masyarakat Vol 5 No 3 (2025)
Publisher : Sekolah Tinggi Keguruan dan Ilmu Pendidikan (STKIP) Melawi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46368/dpkm.v5i3.4465

Abstract

The UNMUH BABEL Community Service Program (KKN) at the Batu Mentas Village Community Service Center (LPHD) is located in Badau Village, Belitung Regency, which boasts beautiful tropical forests, clear streams, large rock formations, and a camping area. However, visual facilities, such as photo spots, are still limited. This community service activity aimed to create a creative, triangular photo spot made from bamboo and wood that blends seamlessly with the surrounding environment. The method used was a participatory approach, involving tourism managers in every stage, from site identification and design planning to material processing, to installation and evaluation. The results of the activity showed that the photo spot received a positive response from tourism managers and has the potential to become an effective promotional tool through social media posts. This innovation is expected to increase tourist visits, strengthen the destination's image as a sustainable ecotourism destination, and provide economic benefits to the local community.
Co-Authors Arvi Pramudyantoro Astrid Juliyanti Ayu Nuratika Dwi Fajaria Eko Pratama Febrianus Jerabun Gea Cantika Putrianti Ratri Kusumadita Syandhu Dea Fermanda Zikri Wahyuzi