Create README.md

README.md

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+---
+license: apache-2.0
+tags:
+- vision-language
+- image-to-cad
+- cad
+- cadquery
+- qwen2-vl
+- 3d
+---
+# CADReasoner
+
+CADReasoner is a vision–language model for **iterative CAD reverse engineering**. It generates a **runnable CadQuery program** and refines it over multiple iterations using geometric feedback from the discrepancy between the target and the current prediction.
+
+**Accepted to CVPR 2026 Findings Track**  
+**Paper:** https://arxiv.org/abs/2603.29847  
+**Code:** https://github.com/zhemdi/CADReasoner  
+**HF paper page:** https://huggingface.co/papers/2603.29847
+
+## Overview
+
+Unlike single-pass Image2CAD methods, CADReasoner performs iterative program editing. At each step, it uses multi-view geometric inputs together with the previous prediction to improve reconstruction quality.
+
+## Intended use
+
+This model is intended for research on:
+- CAD reverse engineering
+- Image2CAD
+- multimodal geometric reasoning
+- iterative program synthesis
+
+## Usage
+
+Please use the inference and evaluation scripts from the repository.
+
+Example:
+```bash
+python3 test.py --dataset <test_dataset> --checkpoint <checkpoint> --n_iters <n_iters> --outdir <outdir>
+```
+Limitations
+	•	Research-only model
+	•	May generate invalid or non-executable CadQuery code
+	•	Quality depends on preprocessing and rendering setup
+	•	Outputs should be validated before downstream engineering use
+
+Citation
+```bibtex
+@article{kabisov2026cadreasoner,
+  title={CADReasoner: Iterative Program Editing for CAD Reverse Engineering},
+  author={Kabisov, Soslan and Kirichuk, Vsevolod and Volkov, Andrey and Savrasov, Gennadii and Barannikov, Marina and Konushin, Anton and Kuznetsov, Andrey and Zhemchuzhnikov, Dmitrii},
+  journal={arXiv preprint arXiv:2603.29847},
+  year={2026}
+}
+```