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Sd Class Wikiart From Bedrooms
This is a diffusion model initialized with Google's DDPM bedroom image model and fine-tuned on the WikiArt dataset for unconditional image generation.
Downloads 278
Release Time : 12/6/2022
Model Overview
This model is an image generator based on diffusion models, specifically fine-tuned for artistic style images, capable of generating images with artistic styles.
Model Features
Artistic Style Image Generation
Fine-tuned on the WikiArt dataset, capable of generating images with artistic styles
Based on Diffusion Models
Utilizes diffusion model technology to achieve high-quality image generation
Lightweight Fine-tuning
Adapts to new artistic styles after only 5000 training steps
Model Capabilities
Unconditional Image Generation
Artistic Style Image Generation
Use Cases
Creative Design
Artistic Creation Assistance
Provides inspiration and materials for artists
Generates images with artistic styles
Design Concept Generation
Quickly generates diverse design concepts
Generates design sketches in various styles
Education
Diffusion Model Teaching Example
Used to demonstrate the fine-tuning process of diffusion models
Shows style transfer from bedroom images to artistic images
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