mlsanityData to 14 Oct 2026

GarmentCode: Programming Parametric Sewing Patterns

arXiv 2306.03642 ↗First posted 6 Jun 2023cs.GRcited by 27

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Abstract (arXiv)

Garment modeling is an essential task of the global apparel industry and a core part of digital human modeling. Realistic representation of garments with valid sewing patterns is key to their accurate digital simulation and eventual fabrication. However, little-to-no computational tools provide support for bridging the gap between high-level construction goals and low-level editing of pattern geometry, e.g., combining or switching garment elements, semantic editing, or design exploration that maintains the validity of a sewing pattern. We suggest the first DSL for garment modeling -- GarmentCode -- that applies principles of object-oriented programming to garment construction and allows designing sewing patterns in a hierarchical, component-oriented manner. The programming-based paradigm naturally provides unique advantages of component abstraction, algorithmic manipulation, and free-form design parametrization. We additionally support the construction process by automating typical low-level tasks like placing a dart at a desired location. In our prototype garment configurator, users can manipulate meaningful design parameters and body measurements, while the construction of pattern geometry is handled by garment programs implemented with GarmentCode. Our configurator enables the free exploration of rich design spaces and the creation of garments using interchangeable, parameterized components. We showcase our approach by producing a variety of garment designs and retargeting them to different body shapes using our configurator. Project page: https://igl.ethz.ch/projects/garmentcode/

Key facts. Cited by 27 papers in the map (data through 14 Oct 2026). First posted on arXiv 6 Jun 2023.

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Citing papers per year: 2023: 1; 2024: 7; 2025: 6; 2026: 13.

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  1. 2024DressCode: Autoregressively Sewing and Generating Garments from Text Guidancecited by 44
  2. 2023DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulationcited by 41
  3. 2024GarmentCodeData: A Dataset of 3D Made-to-Measure Garments With Sewing Patternscited by 28
  4. 2024ChatGarment: Garment Estimation, Generation and Editing via Large Language Modelscited by 23
  5. 2024Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesiscited by 18
  6. 2024Multimodal Latent Diffusion Model for Complex Sewing Pattern Generationcited by 12
  7. 2025ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightnesscited by 9
  8. 2025GarmentDiffusion: 3D Garment Sewing Pattern Generation with Multimodal Diffusion Transformerscited by 9
  9. 2025PDT: Point Distribution Transformation with Diffusion Modelscited by 8
  10. 2026SOMA: Unifying Parametric Human Body Modelscited by 6
  11. 2025GarmageNet: A Multimodal Generative Framework for Sewing Pattern Design and Generic Garment Modelingcited by 4
  12. 2025GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generationcited by 3
15 more
  1. 2026Image2Garment: Simulation-ready Garment Generation from a Single Imagecited by 3
  2. 2026NGL: Natural Garment Language for Training-Free Sewing Pattern Estimationcited by 2
  3. 2026Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editingcited by 2
  4. 2026ReWeaver: Towards Simulation-Ready and Topology-Accurate Garment Reconstructioncited by 1
  5. 2026Learning Sewing Patterns via Latent Flow Matching of Implicit Fieldscited by 1
  6. 2026PatternGSL: A Structured Specification Language for Template-Free and Simulation-Ready 3D Garmentscited by 1
  7. 2024Self-Supervised Vision Transformer for Enhanced Virtual Clothes Try-Oncited by 0
  8. 2024AIpparel: A Multimodal Foundation Model for Digital Garmentscited by 0
  9. 2025Towards Vision-Language-Garment Models for Web Knowledge Garment Understanding and Generationcited by 0
  10. 2026AutoSew: A Geometric Approach to Stitching Prediction with Graph Neural Networkscited by 0
  11. 2026FIT: A Large-Scale Dataset for Fit-Aware Virtual Try-Oncited by 0
  12. 2026FitVTON: Fit-aware Virtual Try-On via Body-Garment Size Controlcited by 0
  13. 2026Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patternscited by 0
  14. 2026DiT-Garment: Garment Dynamics with Diffusion Transformerscited by 0
  15. 2026Inverse Garment Design with Visual Agentscited by 0