FLUX.1-dev LoRA Outfit Generator can create an outfit by detailing the color, pattern, fit, style, material, and type.

Examples:

A dress with Color: Red, Department: Dresses, Detail: Belted, Fabric-Elasticity: High Stretch, Fit: Fitted, Hemline: Flared, Material: Gabardine, Neckline: Off The Shoulder, Pattern: Floral, Sleeve-Length: Sleeveless, Style: Elegant, Type: Fit and Flare, Waistline: High

A dress with Color: Multicolored, Department: Dresses, Detail: Split, Fabric-Elasticity: High Stretch, Fit: Fitted, Hemline: Slit, Material: Gabardine, Neckline: V Neck, Pattern: Leopard, Sleeve-Length: Sleeveless, Style: Casual, Type: T Shirt, Waistline: Regular

A dress with Color: Brown, Department: Dresses, Detail: Zipper, Fabric-Elasticity: No Sretch, Fit: Fitted, Hemline: Asymmetrical, Material: Satin, Neckline: Spaghetti Straps, Pattern: Floral, Sleeve-Length: Sleeveless, Style: Boho, Type: Cami Top, Waistline: High

About:

FLUX.1-dev-LoRA-Outfit-Generator is an advanced AI model designed to create detailed outfit descriptions and visualizations. Built on the FLUX.1-dev base model, it specializes in generating fashion designs with precise attribute control, including color schemes, patterns, materials, and style elements.

Implementation Details

The model utilizes LoRA (Low-Rank Adaptation) technology and is trained on the H&M Fashion Captions Dataset, comprising 20.5k samples. It implements the AI Toolkit by Ostris for processing and generation capabilities. The model weights are available in Safetensors format for easy deployment.

Text-to-image generation capabilities
Detailed attribute control system
Integration with Diffusers pipeline
LoRA architecture for efficient fine-tuning

Core Capabilities

Generate detailed outfit descriptions with specific attributes
Control multiple fashion parameters including color, fabric, fit, and style
Support for various clothing types from dresses to outerwear
Accurate representation of fashion elements like necklines, hemlines, and patterns

Q: What are the recommended use cases?

The model is ideal for fashion designers, e-commerce platforms, and digital fashion applications. It can be used for generating outfit concepts, creating detailed product descriptions, and exploring fashion design variations.

Outfit Generator - H&M Outfit Generator