license: creativeml-openrail-m
tags:
- pytorch
- diffusers
- stable-diffusion
- text-to-image
- diffusion-models-class
- dreambooth-hackathon
- landscape
widget:
- text: a photo of norweigen-fjords fjords
DreamBooth model for the norweigen-fjords concept trained by StatsGary on the StatsGary/dreambooth-hackathon-images dataset.
This is a Stable Diffusion model fine-tuned on the norweigen-fjords concept with DreamBooth. It can be used by modifying the instance_prompt: a viking on the fjords
This model was created as part of the DreamBooth Hackathon 🔥. Visit the organisation page for instructions on how to take part!
Description
This is a Stable Diffusion model fine-tuned on fjords images for the landscape theme. Below are some examples of the images generated on the back of the model:
Lobster swimming in a Fjord
The below example uses a prompt similar to lobster swimming in a fjord to generate the output:
Viking warrior in a Fjord
This represents a generated Viking warrior on or near a Fjord. The prompt used to generate is prompt=a viking warrior on a fjord:
A yellow submarine (inspired by The Beetles)
Here, we see a yellow submarine inspired by the popular Beetles album. The prompt used to generate is prompt=a beetles like yellow submarines on a fjord*:
A cruise ship on a fjord
This is based on the prompt=a cruise ship on a fjord:
Taj Mahal on a Fjord
This generates landmarks near or on the fjord:
Watersports on a Fjord
This is an example of a kayaker on a fjord - generated using prompt="a kayaker on a fjord":
What about a surfer on a fjord:
Godzilla wading through a Fjord
This one is a generated image of Godzilla wading through a Fjord:
How about T-Rex
On the theme of Godzilla, what about T-Rex:
Paintings on a Fjord
We could explore what a Da Vinci type painting would look like on a Fjord:
A pet rabbit on a Fjord
What about your pet rabit:
Pop Art of a Fjord
This is a pop art of a Fjord:
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Generating your own predictions
The following Python code will allow you to get up and running quickly, just replace the prompt field for your own generation, wait for HuggingFace to compute and you should have your own Stable Diffusion object generated against a backdrop of the fjords. Idyllic!
from diffusers import StableDiffusionPipeline
pipeline = StableDiffusionPipeline.from_pretrained('StatsGary/norweigen-fjords-fjords')
image = pipeline(prompt='a viking on a fjord').images[0]
image
Supporting article(s)
I have undertaken a blog to explain this:
- Fjord stable diffusion model: https://hutsons-hacks.info/stable-diffusion-model-for-generating-images-of-fjords
- Stable diffusion application with Streamlit: https://hutsons-hacks.info/stable-diffusion-application-with-streamlit