Images 3Dmodel
An experimental natural language to 3D model generation pipeline based on an improved pre-trained multi-view diffusion model
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Release Time : 5/2/2025
Model Overview
This project achieves a pipeline from natural language descriptions to 3D model generation by improving pre-trained multi-view diffusion models, primarily exploring the potential of AI-assisted 3D content creation using natural language input.
Model Features
Natural Language to 3D Conversion
Supports natural language input, internally maps text to representative images or multi-view descriptions, and ultimately generates 3D models
Academic Research-Oriented
As a graduation project, it primarily explores the potential of AI-assisted 3D content creation
Based on Pre-trained Models
Developed based on the LGM model by Google Research team, not an original architecture
Model Capabilities
Natural Language Understanding
3D Model Generation
Multi-view Image Generation
Use Cases
3D Content Creation
Rapid Prototyping
Quickly generate 3D model prototypes through natural language descriptions
Simplifies the 3D modeling process
Educational Demonstration
Used to showcase the conversion process from natural language to 3D models
Intuitively demonstrates AI-assisted creation technology
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