SceneGenAgent: Precise Industrial Scene Generation with Coding Agent

Understand

The modeling of industrial scenes is essential for simulations in industrial manufacturing.

• While large language models (LLMs) have shown significant progress in generating general 3D scenes from textual descriptions, generating industrial scenes with LLMs poses a unique challenge due to their demand for precise measurements and positioning, requiring complex planning over spatial arrangement.
• To address this challenge, we introduce SceneGenAgent, an LLM-based agent for generating industrial scenes through C# code.
• SceneGenAgent ensures precise layout planning through a structured and calculable format, layout verification, and iterative refinement to meet the quantitative requirements of industrial scenarios.