Yuxuan Lin
All work

AID3

Bringing generative models into the design workflow.

Area
Creative tools
Year
2024
Stack
Blender, Diffusion, Flask
Links

A generative-AI 3D design plugin for Blender with prototype management, segmentation and Gaussian / mesh conversion, exploring a text-to-3D workflow with Transformer and Diffusion models and a Flask backend.

Problem

Generating a 3D result is only the start. Designers still need to manage prototypes, adjust geometry and fold generation into the tools they already know.

Key decisions

Tool integration
Integrated prototype management, segmentation and Gaussian–mesh conversion into Blender.
Model & service
Combined Transformer and Diffusion models with a Flask service to explore an interactive text-to-3D flow.

Outcome

Developed as a research assistant at Zhejiang University's ICI Lab, connecting generative capabilities with a design tool.

Related notes (Chinese)