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Building SVGStud.io: Fine-tuning Stable Diffusion XL for Efficient SVG Generation
SVGStud.io provides AI-based generation of SVGs based on text or image prompts. This blog post explains our approach to SVG generation based on fine-tuning of Stable Diffusion XL (SDXL) to generate raster images optimized for conversion into SVGs. By applying an end-to-end training approach with a reward signal focused on vectorizability, aesthetics, and prompt adherence, we create high-quality, concise SVGs from AI-generated images, overcoming data scarcity and copyright challenges.