Mickey - 1928 Open - source Text - to - Image Generation Model, Create Images of Mickey Mouse

Mickey 1928

Developed by Pclanglais

A text-to-image model fine-tuned based on Stable-Diffusion-xl, specifically designed for generating images of Mickey Mouse and related characters in their original 1928 design.

Image Generation #Public Domain Mickey #Retro Animation Style #LoRA Fine-tuning

Downloads 70

Release Time : 12/31/2023

Model Overview

This model utilizes LoRA fine-tuning technology to generate images of Mickey Mouse, Minnie, and Pete that conform to the 1928 public domain design, suitable for artistic creation and historical restoration scenarios.

Model Features

Historical Design Restoration

Strictly adheres to the original 1928 design, ensuring generated Mickey Mouse images belong to the public domain

LoRA Fine-tuning Optimization

Lightweight fine-tuning based on the Stable-Diffusion-xl foundation model, preserving original capabilities while adapting to specific character generation

Multi-scenario Adaptation

Supports generating Mickey Mouse images in various artistic styles (e.g., hand-drawn, pop art) and settings (e.g., theater, Paris)

Model Capabilities

Text-to-Image Generation

Stylized Image Generation

Historical Character Restoration

Use Cases

Artistic Creation

Historical Image Recreation

Generate Mickey Mouse images that match the original 1928 design

Useful for historical material restoration or nostalgic-themed creations

Stylized Art Creation

Combine Mickey Mouse with different artistic styles (e.g., pop art)

Example: 'Pop art painting of Mickey Mouse strolling in Paris'

Educational Entertainment

Historical Educational Materials

Generate teaching materials featuring public domain animation characters

🚀 Mickey-1928

Mickey-1928 is a fine - tuned version of Stable - Diffusion - xl. It is trained on 96 public - domain stills from 1928, capable of generating images of Mickey, Minnie, and to a lesser degree, Pete.

🚀 Quick Start

Mickey-1928 can generate images of Mickey, Minnie and, to a much lesser extent, Pete (with the prompt PeteLegPete). You can try different prompts to get various images, for example:

"drawing of Mickey, theater in background"
"drawing of Mickey inspiring the communist revolution"
"pop - art painting of Mickey walking in Paris"

✨ Features

Text - to - Image: It can convert text prompts into corresponding images.
Fine - Tuned on Public - Domain Data: Trained on 96 stills from 1928 public - domain cartoons.

📦 Installation

No installation steps are provided in the original document, so this section is skipped.

💻 Usage Examples

Basic Usage

You can use prompts like the ones below to generate images:

"drawing of Mickey, theater in background"

The output image can be found at mickey_theater.jpg.

Advanced Usage

You can try more complex prompts to get different styles of images. For example:

"pop - art painting of Mickey walking in Paris"

The output image can be found at mickey_paris.jpg.

📚 Documentation

Dataset

Since 2024, the first three cartoons of Mickey are in the public domain. The final dataset includes:

40 stills from Gallopin' Gaucho (in color)
22 stills from Plane Crazy
34 stills from Steamboat Willie.

The stills are not currently available in high quality and you should not expect consistently good results from Mickey - 1928. The color images from Gallopin' Gaucho are in 360x360 pixels. Hopefully with the cartoons now being part of the public domain, higher definition versions should be available.

The generated images aim to adhere to the 1928 design in order to have Mickey, Minnie and Pete in the public domain. This is still a work in progress: while the model is in development, generated images should be checked to ensure they really are in the public domain design.

📄 License

The model is licensed under CC0 - 1.0.

Property	Details
Model Type	Fine - tuned Stable - Diffusion - xl
Training Data	96 stills from public - domain cartoons in 1928, including 40 from Gallopin' Gaucho, 22 from Plane Crazy, and 34 from Steamboat Willie
Base Model	stabilityai/stable - diffusion - xl - base - 1.0
Pipeline Tag	text - to - image
Datasets	Pclanglais/Mickey - 1928 - dataset

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