Teen-Outfit Open-source AI Model - Freely Convert Text and Generate Trendy Teenager Clothing Images

Teen Outfit

Developed by prithivMLmods

LoRA model based on FLUX.1 development version, specializing in text-to-image conversion for teen fashion clothing

Image Generation Open Source License:Openrail #Trendy Clothing Generation #LoRA Fine-tuning #Teen Fashion Design

Downloads 37

Release Time : 11/11/2024

Model Overview

This model is a text-to-image diffusion model specifically designed for teen fashion clothing, capable of generating high-quality clothing images based on text descriptions.

Model Features

Teen Fashion Specialization

Specifically designed for teen fashion clothing, accurately capturing youthful fashion elements

High-Detail Generation

Capable of generating high-quality clothing images with intricate details such as text patterns and accessories

Multiple Style Support

Supports generating various teen fashion styles from casual wear to varsity jackets

Model Capabilities

Text-to-Image Generation

Clothing Design Visualization

Trendy Clothing Creative Generation

Use Cases

Fashion Design

Clothing Concept Design

Designers can quickly generate clothing concept images

Generate high-quality clothing display images

E-commerce Product Display

Generate virtual clothing display images for e-commerce platforms

Showcase multiple clothing styles without physical photography

Education

Fashion Education

Used for case demonstrations in fashion design teaching

Quickly generate clothing examples in various styles

🚀 Teen-Outfit

This project focuses on generating trendy teen outfit images. It uses a LoRA model based on a base model, allowing users to generate various teen outfit images by inputting specific text prompts.

Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

⚠️ Important Note

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

✨ Features

Generate a variety of teen outfit images with different styles and details.
Support for specific trigger words to generate targeted images.

📦 Installation

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Teen-Outfit"
trigger_word = "Teen Outfit"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

💻 Usage Examples

Basic Usage

You should use Teen Outfit to trigger the image generation.

Advanced Usage

The model supports different text prompts to generate various teen outfit images. For example:

"Teen Outfit, a teal and white jacket is adorned with a white hoodie. The jacket has a white stripe down the left side of the jacket, and two white stripes on the right and left side. On the left sleeve, there is a text written in a cursive font that is in black ink that reads 'X' and 'X'. The jacket is positioned against a stark white backdrop, creating a striking contrast."

📚 Documentation

Model description

prithivMLmods/Teen-Outfit Image Processing Parameters

Property	Details	Property	Details
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat & Steps	25 & 2990
Epoch	16	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 17 [ Hi-RES ]

Best Dimensions

1024 x 1024 (Default)

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.

📄 License This model is licensed under creativeml-openrail-m.

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