STC Reviebagshdgw 1(hgjhgkhddsfghjk).pptx

semniar

1. Presentation on “VR Application in Real-Estate” Under the Guidance of Dr. Manisha Dhage . Presented by Prayag Adage (TA02) Marathwada Mitra Mandal's College of Engineering, Pune Department of Artificial Intelligence & Data Science

2. Presentation Outline Introduction of seminar topic Need or Motivation of chosen topic Aim/Objectives References Used Department of AI&DS , MMCOE Pune 1

3. Introduction: - VR is transforming the real estate industry in marketing, sales, and designs. Provides immersive, interactive experiences for potential buyers, architects, and developers. - Allows exploration of properties remotely which enables visualization of designs before construction. - Facilitates real-time collaboration, Incorporates AI-powered features and sets new standards in the real estate market. - Offers a comprehensive and cutting-edge solution for the industry. Department of AI&DS , MMCOE Pune 2 MARATHWADA MITRA MANDAL’S COLLEGE OF ENGINEERING Karvenagar , Pune An Autonomous Institute Department of Artificial Intelligence and Data Science

4. Need or Motivation of chosen topic: -Innovative Solutions and Overcoming Traditional Limitations: Addressing the industry's demand for new solutions by offering immersive virtual tours. -Enhanced Visualization and Real-Time Collaboration: Facilitating pre-construction visualization, virtual staging, and real-time collaboration among architects, builders, and client. -Market Demand and Technological Advancement: Addressing the need for innovative solutions in real estate through VR and AI technologies, providing a competitive edge and expanding market reach. - Client Convenience and Efficiency: Enhancing client experience with remote property exploration, personalized design recommendations, and streamlined sales processes, while reducing costs and environmental impact. Department of AI&DS , MMCOE Pune 2 MARATHWADA MITRA MANDAL’S COLLEGE OF ENGINEERING Karvenagar , Pune An Autonomous Institute Department of Artificial Intelligence and Data Science

5. AIM: To revolutionize the real estate industry by integrating immersive VR and AI technologies for enhanced property visualization and client engagement. Department of AI&DS , MMCOE Pune 2 MARATHWADA MITRA MANDAL’S COLLEGE OF ENGINEERING Karvenagar , Pune An Autonomous Institute Department of Artificial Intelligence and Data Science

6. References Used: Department of AI&DS , MMCOE Pune 2 MARATHWADA MITRA MANDAL’S COLLEGE OF ENGINEERING Karvenagar , Pune An Autonomous Institute Department of Artificial Intelligence and Data Science SrNo . Links Insight 1. https://ieeexplore.ieee.org/document/9545695 Explores VR's role in marketing communication, finding strong correlations between VR attributes and purchase intentions 2. https://ieeexplore.ieee.org/document/8384578 Discusses the integration of AI and VR in real estate apps, emphasizing 360° VR environments 3. https://ieeexplore.ieee.org/document/9401939/ Combines GANs and VAEs with self-attention for generating high-quality samples, enhancing data balance and model robustness 4. https://ieeexplore.ieee.org/document/10511244/ Reviews DA algorithms in MCMC methods, discussing their theoretical foundations, convergence properties, and applications. 5. https://ieeexplore.ieee.org/document/9522540/ Explores the integration of Generative AI with IoT, using synthetic data to address data scarcity and enhance functionalities

7. Technology Stack: - Unity and Unreal Engine : The VR environments will be designed and developed, incorporating 3D models created in Blender, Autodesk 3ds Max, and SketchUp. - TensorFlow and PyTorch : It will be used to develop AI-powered features, which will be integrated into the VR application to enhance user experience. - Cloud platforms: The VR application will be deployed on cloud platforms (AWS, GCP, Azure) to ensure scalability, reliability, and efficient resource management. - Oculus Rift/Quest : The VR experience will be delivered through Oculus Rift/Quest, HTC Vive , and Microsoft HoloLens, providing users with various hardware options for interacting with the VR environments.

8. MARATHWADA MITRA MANDAL’S COLLEGE OF ENGINEERING Karvenagar , Pune An Autonomous Institute Department of Artificial Intelligence and Data Science THANK YOU!!! 5 Department of AI&DS , MMCOE Pune 3