How One‑Click VR Decoration Transforms Real‑Estate Visualization

What Is One‑Click Decoration?

One‑click decoration refers to an AI‑driven system that identifies different floor‑plan data, completes interior design, and presents various styling options to users, ultimately delivering the experience through VR for immersive browsing.

Project Background

The real‑estate industry relies on images, text, and video to convey property information, which directly impacts sales opportunities and user decision‑making. One‑click decoration treats spatial scenes as content, improving information acquisition efficiency, extending user dwell time, linking decorators with users, and turning the space scene into a commercial selling scenario for B‑side merchants.

Product Goals

Empower different business units by providing a comprehensive service.

Innovate by offering a fresh, immersive browsing experience that increases user dwell time.

Reconstruct the platform by transforming space scenes into a selling scenario, redefining relationships among platforms, users, and merchants.

Design Goals

Based on the product goals, the design aims to create realistic visual experiences, ensure the solution works across massive numbers of floor plans, and extend its applicability beyond real‑estate to other industries such as new retail.

Project Challenges

The project merges interior design, game design, and experience design, demanding high technical expertise. It must handle the complexity of adapting a 3D scene to millions of floor plans without a fixed pattern.

Fusion Design Thinking

The team adopts a fusion design mindset, integrating role, process, and output dimensions to address the interdisciplinary nature of the project.

Design Strategy

Explore technical boundaries: understand the VR and AI technologies that power the solution.

Test model solutions: evaluate which 3D models meet project requirements and document six model‑related specifications.

Decompose design elements: break down visual effects into reusable components such as model, material, lighting, and rendering.

Strategize design language: turn these components into a consistent, machine‑readable design language.

Technical Foundations

The system relies on two core technologies: VR for generating hard‑construction models, material maps, and lighting based on floor plans; AI for soft‑furnishing placement and lighting decisions.

Soft‑Furnishing Language

Three steps guide the placement language: (1) recognize and segment space into placement and circulation zones; (2) confirm layout based on zone type (e.g., linear, L‑shaped kitchens); (3) apply object linkage and spatial constraints to ensure realistic arrangement.

Material Language

VR uses PBR materials for realistic rendering, with platform‑specific parameter sets that empower team members and align visual output with physical properties.

Lighting Language

Lighting strategy includes: (1) inventory of basic lighting parameters; (2) two rule sets—one for designer‑specified indoor lights, another derived from hard‑construction models via mathematical calculations; (3) determination of light sources for each room, distinguishing primary and secondary lights.

Rendering Language

Rendering addresses mirror reflections and indirect lighting by establishing radiation volumes based on model data, enabling special effects and global illumination.

Design Language Strategy

Four language families—soft‑furnishing, material, lighting, and rendering—are formalized into reusable, implementable specifications that train machine programs to automatically generate interior visuals from diverse data.

Conclusion

One‑click decoration offers a novel way for users to obtain property information, with plans to expand style libraries and introduce differentiated designs to serve a broader audience and increase product visibility.