About PERCEPTION GRAPH

 Styling is a crucial yet complex aspect of art creation. Our AI-powered perception engine simplifies this process by analyzing users' initial designs and recommending new styles that enhance their work. It then applies these styles, generating high-resolution images for users to review and select. The entire end-to-end styling process is highly efficient, taking just 30 seconds to produce four unique style variations.

Image Synthesis with Latent Diffusion Models is a method that uses artificial intelligence to create images based on text descriptions or other input. Instead of working directly with full images, it simplifies the process by focusing on compressed representations of images, called "latent spaces," which are smaller and easier to process. This approach makes it faster and more efficient while still producing high-quality results. It's used for tasks like creating new images, editing parts of existing images, or improving image quality.