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Ddpm Celebahq Finetuned Butterflies 2epochs
This is an image generation model based on the Diffusion Model, fine-tuned on a butterfly dataset.
Downloads 19
Release Time : 10/29/2023
Model Overview
The model is a diffusion model based on the DDPMPipeline architecture, specifically designed for unconditional image generation tasks. It was fine-tuned for 2 epochs on butterfly images, building upon pre-training on the CelebAHQ dataset.
Model Features
Diffusion Model Architecture
Utilizes advanced diffusion model technology to generate high-quality images
Fine-tuning
Optimized for a specific domain (butterfly images) based on pre-training with CelebAHQ
Unconditional Generation
Generates diverse images without requiring input conditions
Model Capabilities
Unconditional Image Generation
High-quality Image Synthesis
Domain-specific Image Generation
Use Cases
Creative Design
Butterfly Image Generation
Generate diverse butterfly images for artistic creation or design projects
Can produce realistic or artistic-style butterfly images
Education & Research
Biology Teaching Aid
Generate images of different butterfly species for educational display
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