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Towards automatic digital garment assembly
Not provided in the content
CADautomationmachine learninggarment design
2610.20651
Builder Relevance
1h ago70%
Abstract
The paper presents learning-based approaches to automate the assembly of digital garments from 2D patterns, reducing manual effort in garment CAD software.
Reality Card
Core Claim
The study achieves automation of sewing operations and arrangement of pattern panels for drape simulation using learning-based models.
Method / Result
The sewing model recovers seam and hem topologies for 63.3% of test garments.
Limitations
The main limitation is the reliance on a curated dataset, which may affect generalizability to other garment types.
Paper to code
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