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Itinai.com a realistic user interface of a modern ai powered ba94bb85 c764 4faa 963c 3c93dfb87a10 1

This AI Research from China Introduces ‘City-on-Web’: An AI System that Enables Real-Time Neural Rendering of Large-Scale Scenes over Web Using Laptop GPUs

Researchers at the University of Science and Technology of China have introduced “City-on-Web,” a method to render large scenes in real-time by partitioning scenes into blocks and employing varying levels-of-detail (LOD). This approach enables efficient resource management, reducing bandwidth and memory requirements, and achieves high-fidelity rendering at 32 FPS with minimal GPU usage.

 This AI Research from China Introduces ‘City-on-Web’: An AI System that Enables Real-Time Neural Rendering of Large-Scale Scenes over Web Using Laptop GPUs

Real-Time Neural Rendering of Large-Scale Scenes on Web Using AI

Challenges and Solutions

The rendering of extensive scenes in real-time demands significant computational resources, often exceeding the limitations of client devices. Researchers at the University of Science and Technology of China have proposed Cityon-Web, a method that addresses these challenges.

Cityon-Web employs block partitioning and Levels-of-Detail (LOD) to manage scenes efficiently. It precomputes rendering primitives into 3D atlas textures organized within a sparse grid in each block, facilitating real-time rendering. This approach significantly reduces the bandwidth and memory requirements of rendering extensive scenes, leading to smoother user experiences, especially on less powerful devices.

The experiments show that City-on-Web achieves photorealistic rendering at 32 frames per second (FPS) with minimal resource utilization compared to existing methods, making it practical for real-world applications.

Practical AI Solutions for Middle Managers

If you want to evolve your company with AI, consider the following steps:

  1. Identify Automation Opportunities: Locate key customer interaction points that can benefit from AI.
  2. Define KPIs: Ensure your AI endeavors have measurable impacts on business outcomes.
  3. Select an AI Solution: Choose tools that align with your needs and provide customization.
  4. Implement Gradually: Start with a pilot, gather data, and expand AI usage judiciously.

Spotlight on a Practical AI Solution

Consider the AI Sales Bot from itinai.com/aisalesbot, designed to automate customer engagement 24/7 and manage interactions across all customer journey stages.

For AI KPI management advice and continuous insights into leveraging AI, connect with us at hello@itinai.com or follow us on Telegram or Twitter.

Discover how AI can redefine your sales processes and customer engagement. Explore solutions at itinai.com.

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Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

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