All Technologies Used
Motivation
The client needed to eliminate long and costly 3D rendering cycles that delayed approvals and frustrated customers, while also overcoming the limitations of existing design apps that worked only with preset interiors. They wanted a fast, intuitive tool that could instantly visualize new wallpapers on any user-uploaded photo, helping clients make confident decisions and reducing the agency’s manual effort for repeated design iterations.
Main Challenges
Clients frequently request realistic previews of interior designs, particularly with new wallpapers, but traditional 3D rendering takes several days and is expensive. Azati proposed creating a lightweight AI-based application capable of delivering realistic results in seconds using a smartphone camera, reducing time and cost while maintaining high visual quality.
Existing mobile apps only work with predefined interior images and offer very limited customization, failing to meet client expectations. Azati suggested implementing semantic segmentation and lighting-aware rendering, allowing the application to model any user-uploaded photo and apply wallpapers realistically for a fully personalized interior preview.
Detecting and separating room elements such as walls, floors, ceilings, niches, arches, and furniture is technically challenging. Azati designed AI algorithms that accurately segment all structural and decorative components to ensure correct placement of wallpapers and realistic depth perception in the final image.
Applying wallpapers convincingly requires realistic lighting and depth adjustments. Azati introduced advanced lighting and depth analysis to adapt wallpapers naturally to the room’s existing illumination, preventing artificial-looking results and ensuring photorealistic previews.
Our Approach
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Real-Time Visualization
- Instantly change wallpapers on smartphone photos
- Preview multiple options interactively
- No need for external 3D rendering software
- Facilitates quick design decision-making
AI-Powered Semantic Segmentation
- Automatically identifies all room surfaces
- Accurately applies wallpapers to complex structures
- Supports diverse room layouts and elements
- Improves realism and reduces manual editing
Smart Lighting & Depth Detection
- Adjust wallpapers according to existing light sources
- Preserve realistic depth and perspective
- Ensure natural integration with furniture and decor
- Enhance visual accuracy for decision-making
Multiple Wallpaper Options
- Access a wide range of wallpaper designs
- Compare multiple options in real-time
- Support custom pattern uploads
- Facilitate creative experimentation and planning
Business Value
Time Efficiency: Reduced interior visualization time from days to seconds, streamlining the client approval process.
Enhanced Customer Experience: Enabled clients to interactively test design options and make decisions faster.
Digital Innovation in Design: Replaced traditional 3D rendering with accessible AI-based modeling, democratizing design visualization.
