StarVector: A Transformer-based Image-to-SVG Vectorization Model

StarVector is a Transformer-based image-to-SVG vectorization model, with 8B and 1B parameter models released on Hugging Face. It achieves state-of-the-art results on the SVG-Bench benchmark, excelling at vectorizing icons, logos, and technical diagrams, demonstrating superior performance in handling complex graphical details. The model leverages extensive datasets for training, encompassing a wide range of vector graphic styles, from simple icons to intricate colored illustrations. Compared to traditional vectorization methods, StarVector generates cleaner, more accurate SVG code, better preserving image details and structural information.