Pelican: Multi-step SVG generation with vLLMs (pelican.alexey.work)

Pelican, a new tool leveraging Vision Language Models (vLLMs), has been introduced to automate multi-step SVG generation, aimed at enhancing the design and execution of scalable vector graphics. This novel application allows users to analyze existing SVG designs critically, identify errors, and apply improvements in visual quality, composition, and detail, all within a structured workflow. By prompting the system with specific instructions, users can receive refined SVG code that aligns with their desired specifications. The significance of Pelican for the AI/ML community lies in its potential to streamline graphic design processes while integrating deep learning insights. The tool harnesses the capabilities of vLLMs to facilitate advanced image processing, which could have broad implications across design, advertising, and user interface development. As Pelican automates the refinement of SVG graphics, it not only enhances efficiency but also empowers designers to focus on creativity, ultimately transforming how graphical assets are produced and optimized in the digital space.