The company has also been able to animate their CPPN-generated art and fine-tune Stable Diffusion to meet specific criteria such as following the brand palette and avoiding glitches. They have also combined the strengths of CPPNs and Stable Diffusion to create a pipeline that preserves original colors and composition. JetBrains anticipates greater levels of customization and versatility in the future and is excited about the possibilities these technologies will unlock in the graphics generation field.
Key takeaways:
- JetBrains has been refining their approach to creating art for use as website elements and release graphics, with a focus on freeing graphic designers from routine tasks.
- They have developed tools for generating art, initially using WebGL-based tools, and more recently, tools based on deep neural networks which allow for a higher degree of personalization.
- They have also developed CPPNs (Compositional Pattern-Producing Networks) which are among the simplest generative networks and can produce beautiful abstract patterns.
- JetBrains has also been working with Stable Diffusion, a method that offers a high level of versatility and visual fidelity, making it a perfect backbone for their art generators.