Proc3D: Procedural 3D Generation and Parametric Editing of 3D Shapes with LLMs
5 days ago
- #Procedural Modeling
- #3D Generation
- #Large Language Models
- Proc3D introduces a system for generating editable 3D models with real-time modifications.
- Uses procedural compact graph (PCG) to represent 3D models, enabling intuitive manual and automated adjustments.
- Supports modifications via sliders, checkboxes, and natural language prompts using LLMs like GPT-4o and LLAMA-3.
- Achieves 400x speedup in editing efficiency compared to conventional regeneration methods.
- Improves ULIP scores by 28%, enhancing alignment between 3D models and text prompts.
- Facilitates highly accurate text-based image editing applications.