muzishen/IMAGGarment
[TVCG 2026] 🎨 IMAGGarment🎨 : Fine-Grained Garment Generation with Controllable Structure, Color, and Logo. It supports precise and customizable garment synthesis guided by multi-conditions (e.g., sketch, color, logo), achieving high realism and controllability for digital fashion design.
Employs a two-stage diffusion-based architecture: a global appearance model (GAM) using mixed attention and color adapters for silhouette-color encoding, followed by a local enhancement model (LEM) with appearance-aware modules for precise logo placement and spatial constraints. Built on Stable Diffusion v1.5 with IP-Adapter integration, supporting end-to-end inference across sketch, color, logo, and mask conditions via the GarmentBench dataset and downloadable model weights on Hugging Face.
249 stars.
Stars
249
Forks
10
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 13, 2026
Commits (30d)
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