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--- |
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license: creativeml-openrail-m |
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tags: |
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- pytorch |
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- diffusers |
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- stable-diffusion |
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- text-to-image |
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- diffusion-models-class |
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- dreambooth-hackathon |
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- landscape |
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datasets: harveymannering/jurassic-coast |
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widget: |
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- text: a photo of ioprt cliff with a dog |
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--- |
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# 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 |
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<table> |
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<tr> |
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<td><b>In the style of different artists</b> |
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<br>"a photo of ioprt cliff in the style of monet"</td> |
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<td><br>"a photo of ioprt cliff in the style of raphael"</td> |
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</tr> |
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<tr> |
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<td> |
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<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> |
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</td> |
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<td> |
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<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> |
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</tr> |
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<tr> |
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<td><b>Adding things to the environment</b><br>"a photo of ioprt cliff with a dog"</td> |
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<td><br>"a photo of ioprt cliff with a boat"</td> |
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</tr> |
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<tr> |
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<td> |
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<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> |
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<td> |
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<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> |
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<tr> |
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<td><b>Making changes to the environment</b><br>"a photo of a sunset at ioprt cliff"</td> |
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<td><br>"a photo of ioprt cliff in the desert"</td> |
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</tr> |
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<tr> |
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<td> |
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<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> |
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<td> |
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<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> |
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</table> |
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## Usage |
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```python |
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from diffusers import StableDiffusionPipeline |
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pipeline = StableDiffusionPipeline.from_pretrained('harveymannering/jurassic-coast') |
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image = pipeline().images[0] |
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image |
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``` |
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