computer-vision-5

CAD Reconstruction

3260 papers • 126 benchmarks • 313 datasets

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Benchmarks

These leaderboards are used to track progress in cad-reconstruction-5

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Libraries

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Use these libraries to find cad-reconstruction-5 models and implementations

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Most implemented papers

Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences

Autodesk Research Usa KARL D.D. WILLIS, A. YEWEN PU, Jieliang Luo, Usa Autodesk Research, Hang Chu, Massachusetts Wojciech Matusik, Tao Du, J. Lambourne, Armando Solar-Lezama•Thu Dec 31 2020

A standard CAD reconstruction task, together with evaluation metrics, and results from a neurally guided search approach for learning CAD reconstruction from sequential 3D CAD data are outlined.

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End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans

Angela Dai, M. Nießner, A. Avetisyan•Sun Jun 09 2019

A novel, end-to-end approach to align CAD models to an 3D scan of a scene, enabling transformation of a noisy, incomplete3D scan to a compact, CAD reconstruction with clean, complete object geometry.

85 0

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SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations

Pu Li, Jianwei Guo, Xiaopeng Zhang, Dongming Yan•Sat Mar 18 2023

SECADNet is introduced, an end- to-end neural network aimed at reconstructing compact and easy-to-edit CAD models in a self-supervised manner and advocate the use of implicit fields for sketch representation, which allows for creating CAD variations by interpolating latent codes in the sketch latent space.

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