https://github.com/daspartho/bored-ape-diffusion

diffusion model for unconditional image generation of Bored Apes
https://github.com/daspartho/bored-ape-diffusion

bored-ape-yacht-club boredapes diffusers diffusion diffusion-models huggingface-datasets huggingface-diffusers image-generation

Last synced: 11 months ago
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diffusion model for unconditional image generation of Bored Apes

• Host: GitHub
• URL: https://github.com/daspartho/bored-ape-diffusion
• Owner: daspartho
• License: mit
• Created: 2022-12-03T03:36:00.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-12-18T18:38:28.000Z (about 3 years ago)
• Last Synced: 2025-03-30T04:11:49.588Z (12 months ago)
• Topics: bored-ape-yacht-club, boredapes, diffusers, diffusion, diffusion-models, huggingface-datasets, huggingface-diffusers, image-generation
• Language: Jupyter Notebook
• Homepage: https://huggingface.co/daspartho/bored-ape-diffusion
• Size: 892 KB
• Stars: 8
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Bored Ape Diffusion

Diffusion model for unconditional image generation of [Bored Apes](https://opensea.io/collection/boredapeyachtclub)

The trained [Model](https://huggingface.co/daspartho/bored-ape-diffusion) is uploaded on HuggingFace Hub.

## Example

![example](https://user-images.githubusercontent.com/59410571/205454220-eb365897-7239-4feb-8826-4203ac651c6c.png)

## Usage

```python

from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('daspartho/bored-ape-diffusion')

image = pipeline().images[0]

image

```

## Training

The model is trained on [this dataset](https://huggingface.co/datasets/daspartho/bored-ape) of 10000 Bored Ape images I've uploaded on HuggingFace Hub.

Notebook for training the model is available [here](https://github.com/daspartho/bored-ape-diffusion/blob/main/main.ipynb).

## Acknowledgement

Special thanks to the awesome [Diffusion Models class](https://github.com/huggingface/diffusion-models-class) by Jonathan Whitaker and the HuggingFace team.