Intro The Body Input The Context Input The Garment Generation The Fabrication Outro

"Every garment is a brand new start."

A system that listens, computes,
and translates human context
into what we wear.

Human Context + Computational System = Fabricated Garment + Adaptive Experience

Q: What is the context this project begins with?

A: Fashion, or ready-to-wear garments are built on many decisions, while people and environments are changing all the time. This system recognizes that difference, and tries to propose an alternative relationship.

Q: How does the system involve the wearer?

A: The wearer's physical body and daily context become the beginning of the design logic, so each garment iteration reflects the life it was made for.

Q: How is data used here?

A: Data acts as a design material, environmental, spatial, bodily, and emotional inputs collectively shape the garment form.

Q: How does this system reinterpret garment function?

A: Function becomes responsive rather than assigned. The hope is to bring function, aesthetic, and fabrication of the garment as one process.

Q: Why 3D printing?

A: It replaces the finality of cut fabric, allowing material to be formed, used, recycled, reclaimed, and reformed, without waste. Material circularity and on-demand fabrication can both contribute to a more sustainable industry.

Q: What does this mean culturally?

A: It shifts fashion away from hierarchy to a shared authorship between experience, environment, and design.

Q: And what does this system propose for the future of wear?

A: A circular, computational process where garments continually evolve alongside the people who live in them.

Pipeline Map

THE BODY INPUT

The system offers two solutions, 3D scanning the body or simply put in your measurements.

Body Measurement

Body Measurements

Measure Yourself For

Upper Bust 78

Bust 80

Under Bust 74

Waist 60

Upper Hip 78

Hip 90

B to W 13

W to H 20

The data forms a live parametric model that updates in real time.

Body Geometry

This step establishes the baseline geometry for garment generation.

THE CONTEXT INPUT

Simply answer the question

"What are you doing for today?"

The system reads your context, processes it, pulls the relevant data, and calculates what you need to wear for that day.

Text Analysis

Fit

Fit = 1 - [0.30 × temp_norm - 0.25 × activity_norm + 0.15 × (1 - comfort_pref_norm) + 0.20 × containment_norm + 0.10 × spatial_norm]

Mesh

Mesh = 0.35 × temp_norm + 0.25 × (1 - activity_norm) + 0.20 × formality_norm + 0.20 × aesthetic_norm

Thickness

Thickness = 0.50 × temp_norm + 0.25 × wind_norm + 0.25 × exposure_norm

Airflow

Airflow = 1 - [0.35 × temp_norm + 0.25 × humidity_norm + 0.25 × activity_norm - 0.15 × outdoor_norm]

Support

Support = 0.35 × demand_norm + 0.25 × stability_norm + 0.25 × formality_norm + 0.15 × wind_norm

Fit 0.73

Mesh 0.42

Thickness 0.89

Airflow 0.15

Support 0.67

Fit 0.31

Mesh 0.58

Thickness 0.94

Airflow 0.26

Support 0.81

Fit 0.52

Mesh 0.19

Thickness 0.76

Airflow 0.38

Support 0.64

Fit 0.47

Mesh 0.83

Thickness 0.29

Airflow 0.56

Support 0.92

THE GARMENT GENERATION

Garment Generation

THE FABRICATION

The generated geometry compiles into print-ready code.

Printed in flexible TPU, each layer follows the parametric form exactly.

Localized fabrication compresses the lifecycle, no global shipping, no mass storage, no distance between maker and wearer.

Shorter cycles, smaller footprint, stronger connection.

Data

→

Geometry

→

Code

→

Print

→

Wear

Fabrication 01

Fabrication 02

test prints

Each garment is generated from the context of life itself : weather, movement, emotion, intent, and more. It's not fashion reacting to trend, but form reacting to existence.

Instead of searching for identity, the wearer creates it. Instead of fitting into a system, the system fits around them.

The body becomes the designer. The garment becomes the record.

It doesn't tell someone else's story.
It listens to yours.