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SVG360 introduces a three-stage pipeline for generating geometrically and color-consistent, editable multi-view Scalable Vector Graphics (SVGs) from a single SVG input. This framework produces cleaner, more compact SVG outputs with reduced path and color count, alongside enhanced cross-view stability compared to commercial tools.