ConceptCloth

Overview

ConceptCloth is a token-based garment personalization framework for controllable fashion generation.

Keywords

• Garment Personalization
• SDXL
• FLUX
• Diffusion Models
• Fashion Generation

Motivation

The project explores how concept tokens and reference images can guide garment generation while preserving identity, style, and controllable visual attributes.

Method

The framework is planned around:

• Garment concept token learning
• Reference image conditioning
• Diffusion-based generation
• Style and attribute control
• Evaluation of visual consistency

Status

Work in progress.test