DecorVision AI

DecorVision AI represents a paradigm shift in spatial computing for the real estate and interior design sectors. Built on a proprietary fine-tuned Flux-based Diffusion architecture, the platform specializes in high-fidelity semantic segmentation and photorealistic style transfer. By 2026, it has positioned itself as the industry leader for 'Vision-to-Render' workflows, allowing users to transform raw architectural sketches or empty room photographs into fully furnished, lighting-optimized environments in under 30 seconds. Unlike generic generative models, DecorVision AI maintains strict structural integrity, ensuring that walls, windows, and load-bearing elements remain unaltered while the interior aesthetics are reimagined. The technical core utilizes depth-map estimation and PBR (Physically Based Rendering) texture synthesis to ensure that virtual objects interact naturally with real-world light sources. This tool is designed for enterprise scalability, offering robust API endpoints for CRM integration, allowing real estate marketplaces to automate virtual staging across thousands of listings simultaneously, significantly reducing the cost-per-listing compared to traditional 3D modeling services.