VIRTUAL INTERIOR DESIGN USING MACHINE LEARNING AND 3D RENDERING

Abstract: - The integration of 3D rendering with augmented reality (AR) and virtual reality (VR) technologies has revolutionized interior house design by offering immersive and interactive experiences. This project presents a novel system that combines AR/VR with machine learning (ML) to create personalized, real-time visualizations of interior spaces. By leveraging advanced 3D modeling tools, photorealistic rendering techniques, and user-centric design principles, the system enables users to explore and modify virtual interior environments interactively. The incorporation of ML algorithms ensures adaptive recommendations tailored to user preferences and spatial constraints, while AR/VR enhances engagement by allowing users to visualize and refine designs within real-world or immersive settings. This approach democratizes high-quality interior design, reducing iteration cycles, improving user satisfaction, and fostering innovative design solutions. The proposed system addresses challenges like computational demands and data scalability while setting a new standard for efficiency and accessibility in interior design..

Keywords: Augmented Reality, Virtual Reality, 3D Rendering, Machine Learning, Interior Design, Real-Time Visualization, User Interaction.