IronDressAI 👕: AI-Powered Wrinkle Removal Application

An innovative AI application that automatically removes wrinkles from clothing in images using fine-tuned SDXL-Turbo model, featuring both automatic and manual masking capabilities for precise wrinkle detection and removal.

IronDressAI is an application that leverages the power of Stable Diffusion XL Turbo to digitally "iron" wrinkled clothing in photographs. Through parameter-efficient fine-tuning using LoRA on a curated dataset, we developed a specialized model that produces high-quality, wrinkle-free results while maintaining the original garment's texture and design.

Technologies Used:

SDXL-Turbo (Base Model)

Kohya LoRA (Model Training)

MediaPipe (Automatic Masking)

NextJS (Frontend)

Replicate (Model Deployment)

Cog (Docker Containerization)

HuggingFace (Dataset Management)

The application features both automatic masking using MediaPipe and an intuitive manual masking interface, allowing users to precisely select wrinkled areas for processing. Deployed as a containerized application through Replicate, it offers seamless API integration and real-time processing capabilities.

IronDressAI was a team project and is open-source: https://github.com/Team-Iron-The-Dress/WebUI_for_Iron_the_dress_custom

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