metadata
tags:
- text-to-image
- stable-diffusion
- garment generation
- multi-modality
license: apache-2.0
language:
- en
library_name: diffusers
IMAGGarment-1: Fine-Grained Garment Generation for Controllable Fashion Design
Project Page | Paper | Code
Introduction
IMAGGarment-1 addresses the challenges of multi-conditional controllability in personalized fashion design and digital apparel applications. Specifically, IMAGGarment-1 employs a two-stage training strategy to separately model global appearance and local details, while enabling unified and controllable generation through end-to-end inference. In the first stage, we propose a global appearance model that jointly encodes silhouette and color using a mixed attention module and a color adapter. In the second stage, we present a local enhancement model with an adaptive appearance-aware module to inject user-defined logos and spatial constraints, enabling accurate placement and visual consistency.
