pytorch diffusers stable-diffusion text-to-image diffusion-models-class dreambooth-hackathon science

DreamBooth model for the pprotein concept trained by jonathang on the jonathang/dreambooth-hackathon-images-protein3 dataset.

This is a Stable Diffusion model fine-tuned on the pprotein concept with DreamBooth. It can be used by modifying the instance_prompt: a 3d model of pprotein

This model was created as part of the DreamBooth Hackathon 🔥. Visit the organisation page for instructions on how to take part!

Examples

<table> <tr> <td>Generated Image of "a 3d diagram of pprotein in the style of "<br>"Kandinsky"</td> <td>Generated Image of "a 3d diagram of pprotein in the style of "<br>"Van Gogh"</td> <td>Generated Image of "a 3d diagram of pprotein in the style of "<br>"Warhol"</td> </tr> <tr> <td align="center"><img src="https://imgur.com/lhDA041.png" style="height:200px"> </td> <td align="center"><img src="https://imgur.com/iug4k7D.png" style="height:200px"> </td> <td align="center"><img src="https://imgur.com/eIMiTVG.png" style="height:200px"> </td> </tr> <tr> <td>Generated Image of "a 3d diagram of pprotein in the style of "<br>"Leonardo da Vinci"</td> <td>Generated Image of "a 3d diagram of pprotein in the style of "<br>"Frida Kahlo"</td> <td>Generated Image of "a 3d diagram of pprotein in the style of "<br>"Salvador Dahli"</td> </tr> <tr> <td align="center"><img src="https://imgur.com/hzKGWC2.png" style="height:200px"> </td> <td align="center"><img src="https://imgur.com/loc8rLa.png" style="height:200px"> </td> <td align="center"><img src="https://imgur.com/8nK81TA.png" style="height:200px"> </td> </tr> <tr> <td>Generated Image of "Tree in the style of"<br>"3d diagram of pprotein"</td> <td>Generated Image of "Soda Can in the style of"<br>"3d diagram of pprotein"</td> <td>Generated Image of "Vase in the style of"<br>"3d diagram of pprotein"</td> </tr> <tr> <td align="center"><img src="https://imgur.com/czOlY11.png" style="height:200px"> </td> <td align="center"><img src="https://imgur.com/uhwueGs.png" style="height:200px"> </td> <td align="center"><img src="https://imgur.com/gSIrHAh.png" style="height:200px"> </td> </tr> </table>

Description

This is a Stable Diffusion model fine-tuned on thing images for the science theme.

Usage

from diffusers import StableDiffusionPipeline

pipeline = StableDiffusionPipeline.from_pretrained('jonathang/pprotein-thing')
image = pipeline().images[0]
image