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Artificial Intelligence · Capstone
Sewing Pattern Generator from Body Measurements
Drafts printable pattern pieces and a 3D preview from measurements
5-6 weeks build
Overview
Enter bust, waist, hip, shoulder and length measurements and the system drafts fitted pattern pieces for a bodice, skirt or kurta using parametric drafting rules. A small regression model fills in secondary measurements from the primary ones, pieces are exported as tiled A4 PDFs and SVGs with seam allowance, and a Three.js view wraps them over a scaled body to preview fit.
What makes it stand up
- 01Parametric drafting rules for bodice, skirt and kurta blocks
- 02Regression model estimating secondary measurements
- 03Seam allowance, notches and grainlines added automatically
- 04Tiled A4 PDF and SVG export for home printing
- 05Three.js 3D preview on a measurement-scaled body
Module breakdown
- 01
Measurement intake
Validated form with guidance on taking each measurement.
- 02
Estimation
Predicts derived measurements from the primary set.
- 03
Drafting engine
Builds pattern geometry from parametric rules.
- 04
Export
Generates tiled PDFs and SVGs with markings.
- 05
3D preview
Maps pieces onto a scaled body mesh in the browser.
After this, you will be able to
- Explain how drafting rules turn measurements into geometry
- Defend the role and limits of the estimation model
- Demo a pattern generated from the examiner's measurements
Technology stack
- Python
- NumPy
- FastAPI
- React
- Three.js
- PostgreSQL
- Level
- Capstone
- Domain
- Artificial Intelligence
- Build time
- 5-6 weeks
- Difficulty
You receive
- Complete, commented source code
- 60-90 page project report (IEEE format)
- Editable presentation deck
- Architecture, ER and UML diagrams
- Local setup and deployment guide
- Sample dataset or seed data
- Viva question bank with answers
- One 45-minute walkthrough call
- 30 days of doubt-clearing support