Caricature-XL Open-Source Comic Portrait Generation Module - Free Deployment for Realistic and Exaggerated Comic Effects

Caricature Xl

Developed by blink7630

LoRA module based on the SDXL foundation model, capable of generating photorealistic exaggerated comic portraits

Image Generation Open Source License:Other #Photorealistic comic #SDXL-LoRA fine-tuning #Exaggerated proportion close-ups

Downloads 152

Release Time : 11/14/2023

Model Overview

Through LoRA fine-tuning technology, this model achieves exaggerated comic-style image generation on the SDXL foundation model, excelling particularly in handling close-ups, half-body, and full-body portraits with exaggerated head proportions.

Model Features

Three composition modes

Specially trained for close-up shots, half-body, and full-body portraits to meet different scenario needs

Photorealistic style

Achieves photorealistic effects while maintaining exaggerated comic characteristics

Intelligent scene filling

Automatically uses studio backgrounds or empty rooms when no scene is specified, and intelligently selects horizontal or vertical compositions based on character features

Emotion control

Changes the default serious expression by adding emotion keywords

Model Capabilities

Generate exaggerated comic-style images

Control composition modes (close-up/half-body/full-body)

Adjust character expressions

Automatic scene generation

Use Cases

Creative arts

Celebrity exaggerated portraits

Create stylized exaggerated portraits for celebrities or public figures

Examples include exaggerated comics of Abraham Lincoln, Katy Perry, and other celebrities

Character design

Design unique exaggerated character images for games, animations, or illustrations

Examples include original characters like forest goblins and the Addams Family butler

Holiday-themed creations

Create holiday-related exaggerated style images

Examples include the Grinch wearing a Santa hat

Commercial applications

Advertising creativity

Produce eye-catching exaggerated style images for advertising campaigns

Examples include scenes of tropical resorts with cocktails

Social media content

Create unique visual content for social media

Examples include fun images like a boxer dog in a boxing ring

🚀 Caricature XL

This LoRA creates caricature portraits in a photorealistic style using SDXL Base as the base model. It offers various framings and has specific usage notes.

🚀 Quick Start

This LoRA leverages SDXL Base to generate caricature portraits in a photorealistic style. The trigger word is "caricature", and there are three intentionally trained framings/compositions:

Closeup
Half - body
Full body

You can start your prompt with one of the following (replace the italicized words with your own):

caricature closeup portrait of subject in wearing clothing style in location
caricature half - body portrait of subject in wearing clothing style in location
caricature full body portrait of subject in wearing clothing style in location

Important Notes

⚠️ Important Note

If you don't specify a location, the default background is a generic studio backdrop or empty room.

The LoRA will try to fill the frame, so use a tall portrait dimension for a tall person, a wide landscape for a wide face, etc.

Add emotion keywords to change the default unhappy expression.

A CFG of 3 or 3.5 will help avoid contrast issues as the training images were a little "hot".

Acknowledgment

Finally, I would like to thank Wizard Whitebeard for sharing his (at the time private) Gildenface LoRA with me! It was the inspiration for this LoRA and the source for my initial training images of horrible and marvelous distorted faces.

✨ Features

Framing Options: Provides three types of framings (closeup, half - body, full body) for caricature portraits.
Emotion Customization: Allows users to change the default unhappy expression by adding emotion keywords.
Background Flexibility: Defaults to a generic studio backdrop or empty room if no location is specified.

📚 Documentation

Model Information

Property	Details
Model Type	LoRA for text - to - image generation
Base Model	stabilityai/stable - diffusion - xl - base - 1.0
Tags	text - to - image, stable - diffusion, lora, diffusers, template:sd - lora, photorealistic, style, caricature

💻 Usage Examples

Image Examples for the Model

caricature portrait of abraham lincoln in a tall top hat in a victorian theater

caricature half - body portrait of jennifer coolidge drinking a cocktail at a tropical resort. She has a very large head.

caricature portrait of the grinch in a santa hat in front of an exquisitely decorated christmas tree, rich saturated colors

caricature full body portrait of a boxer dog wearing boxer shorts and boxing gloves in a boxing ring

caricature full body portrait of {happy|surprised} Katy Perry at mountain

caricature full length portrait of vivid colors very tall Marilyn Manson in a dark and gritty abandoned haunted house

caricature full body portrait of Lurch from the Addams family in front of a grand staircase in a haunted house

caricature full body portrait of a beautiful bride with an enormous head at in a flower garden surrounded by bouquets of vibrant beautiful flowers

caricature full length portrait of a forest gnome peeking

📄 License

The license for this project is Other.

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