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CAD-Coder

Paper | Dataset | Project Page (Coming soon!)

Release Todo List

  • Release GenCADCode Dataset
  • Release CAD-Coder and variants on HF
  • Release Training Code

Overview

CAD-Coder generates CAD code (CadQuery Python) given an image input! Our model is a fine-tuned, open-source vision-langauge foundation model.

On a test-set of CAD images, we demonstrate that CAD-Coder out-performs state-of-the-art closed-source and open-source code-generating VLMs both in terms of valid syntax rate of output Python scripts and generated solid accuracy.

CAD-Coder Results

Dataset

To download our GenCAD-Code dataset, consisting of 163k image-CadQuery Python script pairs, follow the instructions on our corresponding GenCAD-Code dataset repo.

Paper

Our paper was accepted to IDETC 2025! Check out our pre-print here.

Training Code

Coming soon!

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