| --- |
| license: creativeml-openrail-m |
| tags: |
| - pytorch |
| - diffusers |
| - stable-diffusion |
| - text-to-image |
| - diffusion-models-class |
| - dreambooth-hackathon |
| - landscape |
| datasets: harveymannering/jurassic-coast |
| widget: |
| - text: a photo of ioprt cliff with a dog |
| --- |
| |
| # DreamBooth Hackathon model for the Isle of Portland concept trained by harveymannering on the [jurassic-coast](https://huggingface.co/datasets/harveymannering/jurassic-coast) dataset. |
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| The model was fine-tuned on the `cliff` prior for the landscape theme. I used the [jurassic-coast](https://huggingface.co/datasets/harveymannering/jurassic-coast) dataset which contains 14 images of a particular cliff on the Isle of Portland on the south coast of England. |
|
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| This is a Stable Diffusion model fine-tuned on the Isle of Portland (shortened to the rare token `ioprt`) concept with DreamBooth. It can be used by modifying the `instance_prompt`: **a photo of ioprt cliff** |
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| This model was created as part of the DreamBooth Hackathon 🔥. Visit the [organisation page](https://huggingface.co/dreambooth-hackathon) for instructions on how to take part! |
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|
|
| ## Examples |
|
|
| <table> |
| <tr> |
| <td><b>In the style of different artists</b> |
| <br>"a photo of ioprt cliff in the style of monet"</td> |
| <td><br>"a photo of ioprt cliff in the style of raphael"</td> |
| </tr> |
| <tr> |
| <td> |
| <a data-flickr-embed="true" href="https://www.flickr.com/photos/197317911@N06/52595583182/in/dateposted-public/" title="monet"><img src="https://live.staticflickr.com/65535/52595583182_2f3e1597a3.jpg" width="300" height="300" alt="monet"></a><script async src="//embedr.flickr.com/assets/client-code.js" charset="utf-8"></script> |
| </td> |
| <td> |
| <a data-flickr-embed="true" href="https://www.flickr.com/photos/197317911@N06/52596072366/in/dateposted-public/" title="raphael"><img src="https://live.staticflickr.com/65535/52596072366_b3142a805d.jpg" width="300" height="300" alt="raphael"></a><script async src="//embedr.flickr.com/assets/client-code.js" charset="utf-8"></script> </td> |
| </tr> |
| <tr> |
| <td><b>Adding things to the environment</b><br>"a photo of ioprt cliff with a dog"</td> |
| <td><br>"a photo of ioprt cliff with a boat"</td> |
| </tr> |
| <tr> |
| <td> |
| <a data-flickr-embed="true" href="https://www.flickr.com/photos/197317911@N06/52596072406/in/dateposted-public/" title="dog"><img src="https://live.staticflickr.com/65535/52596072406_f90bdeae1b.jpg" width="300" height="300" alt="dog"></a><script async src="//embedr.flickr.com/assets/client-code.js" charset="utf-8"></script> </td> |
| <td> |
| <a data-flickr-embed="true" href="https://www.flickr.com/photos/197317911@N06/52595583222/in/dateposted-public/" title="boat"><img src="https://live.staticflickr.com/65535/52595583222_ed4159e458.jpg" width="300" height="300" alt="boat"></a><script async src="//embedr.flickr.com/assets/client-code.js" charset="utf-8"></script> </tr> |
| <tr> |
| <td><b>Making changes to the environment</b><br>"a photo of a sunset at ioprt cliff"</td> |
| <td><br>"a photo of ioprt cliff in the desert"</td> |
| </tr> |
| <tr> |
| <td> |
| <a data-flickr-embed="true" href="https://www.flickr.com/photos/197317911@N06/52596072351/in/dateposted-public/" title="sunset"><img src="https://live.staticflickr.com/65535/52596072351_2af35dfef9.jpg" width="300" height="300" alt="sunset"></a><script async src="//embedr.flickr.com/assets/client-code.js" charset="utf-8"></script> </td> |
| <td> |
| <a data-flickr-embed="true" href="https://www.flickr.com/photos/197317911@N06/52596334474/in/dateposted-public/" title="desert"><img src="https://live.staticflickr.com/65535/52596334474_de30ac48fd.jpg" width="300" height="300" alt="desert"></a><script async src="//embedr.flickr.com/assets/client-code.js" charset="utf-8"></script> </tr> |
| </table> |
| |
| ## Usage |
|
|
| ```python |
| from diffusers import StableDiffusionPipeline |
| |
| pipeline = StableDiffusionPipeline.from_pretrained('harveymannering/jurassic-coast') |
| image = pipeline().images[0] |
| image |
| ``` |
|
|
