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pakiino/sketch2stl-datasets

sketch2stl datasets CMU 24-679 Project 1 · Serena Sun & PK. Source CAD data: Fusion 360 Gallery Reconstruction r1.0.1 (Autodesk, license included). Folder For Manual (counts toward the ≥500) Synthetic / derived (training only) ML1_stroke_recognizer/ ML 1: what kind of stroke is this? (line, arc, circle, rect, polyline) · trained from scratch 325 hand-drawn + 197 human-reviewed Fusion strokes = 522 29,387 synthetic strokes ML2_smart_suggestions/ ML 2: what should… See the full description on the dataset page: https://huggingface.co/datasets/pakiino/sketch2stl-datasets.

sourceHugging Faceotherupdated 1d agoView on Hugging Face

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sketch2stl datasets

CMU 24-679 Project 1 · Serena Sun & PK. Source CAD data: Fusion 360 Gallery Reconstruction r1.0.1 (Autodesk, license included).

Folder	For	Manual (counts toward the ≥500)	Synthetic / derived (training only)
`ML1_stroke_recognizer/`	ML 1: what kind of stroke is this? (line, arc, circle, rect, polyline) · trained from scratch	325 hand-drawn + 197 human-reviewed Fusion strokes = 522	29,387 synthetic strokes
`ML2_smart_suggestions/`	ML 2: what should this shape become? (ADD / CUT + thickness) · fine-tuned ResNet-18	—	19,273 extrude steps from 8,614 designs

Manual and synthetic data are in separate folders, as the brief requires. Each ML folder has its own README.

License and attribution

This is a modified portion of the Fusion 360 Gallery Dataset (Autodesk), not the Fusion 360 Gallery Dataset itself. It is provided for non-commercial research purposes only, under the terms of the Fusion 360 Gallery Dataset License (included here as Fusion_360_Gallery_Dataset_License.docx). Anyone who redistributes it must keep these terms and notices. The full original dataset is available at https://github.com/AutodeskAILab/Fusion360GalleryDataset. Please cite the Fusion 360 Gallery Dataset (Willis et al., "Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences", SIGGRAPH 2021).

The hand-drawn strokes (ML1_stroke_recognizer/manual/hand_drawn/) were authored by the project team.