#14 · Primary category: 3D Generation & Asset Creation
BrickGPT
[ICCV 2025 Best Paper] Official repository for BrickGPT, the first approach for generating physically stable toy brick models from text prompts.
Project last updated:05/21/26
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1.7K
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114
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6
License
MIT
Why we included this project
BrickGPT turns a text prompt into a toy brick model you can actually snap together, rather than a render that merely looks plausible. The generation pipeline bakes in stability and connectivity constraints, and the output comes as LDraw files plus brick-by-brick text layouts that any LDraw-compatible tool can open. For people working on 3D assembly or procedural modeling, it's a solid reference for how to fine-tune an LLM to emit constrained structural sequences instead of free-form geometry. The repo bundles inference, a Gradio demo, per-brick texturing, and a mesh-to-brick converter, so the whole path from prompt to a design ready to print or build is covered. One caveat: the recommended physics-based stability check runs on Gurobi, which requires a license, though a lighter fallback mode exists.
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