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Starvector
Overview :
StarVector is an advanced generative model designed to transform images and text instructions into high-quality scalable vector graphics (SVG) code. Its key advantages lie in its ability to handle complex SVG elements and excel across various graphic styles and complexities. As an open-source resource, StarVector drives innovation and efficiency in graphic design, suitable for various applications including design, illustration, and technical documentation.
Target Users :
Suitable for designers, developers, and researchers, especially those who need to convert images into high-quality SVG graphics. StarVector provides powerful tools and flexibility to meet professional design and development needs.
Use Cases
Generate icon SVGs from images for quick website graphic design.
Generate accurate flowcharts and diagrams for technical documentation, improving work efficiency.
Generate specific graphics based on text descriptions, enhancing the flexibility of creative design.
Features
Multimodal architecture: Processes image and text information for accurate SVG generation.
Complexity handling: Intelligently identifies geometric shapes and structural elements to generate high-quality graphics.
Data foundation: Based on the SVG-Stack dataset of over 2 million SVG samples, ensuring consistency and diversity.
High performance: Excels in image-to-SVG and text-to-SVG generation tasks, surpassing existing methods.
Ease of use: Provides simple code examples to help users get started quickly.
Open-source: Available for researchers and developers to foster community collaboration and development.
Supports various graphic types: Suitable for icons, logos, technical diagrams, and more.
Robust evaluation framework: Comprehensive quality assessment through SVG-Bench.
How to Use
1. Install dependent libraries, such as PIL and transformers.
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2. Load the StarVector pre-trained model and processor.
3. Read and process the input image.
4. Use the model to generate SVG code.
5. Visualize or further process the generated SVG code.
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