metadata

license: creativeml-openrail-m
tags:
  - pytorch
  - diffusers
  - stable-diffusion
  - text-to-image
  - diffusion-models-class
  - dreambooth-hackathon
  - landscape
widget:
  - text: a photo of ppaine landscape at night, NIKON Z FX

Dreambooth Hackaton 23': How can we use a text-to-image generative model to explore the cinematographic appeal of Torres del Paine 🇨🇱?

Torres del Paine National Park is a national park encompassing mountains, glaciers, lakes, and rivers in southern Chilean Patagonia. It is also part of the End of the World Route, a tourist scenic route. Wikipedia

Reddit post: Dreambooth Hackaton: How can we use a text-to-image model to explore the cinematographic appeal of Torres del Paine 🇨🇱?

Description

DreamBooth model for the ppaine concept trained by alkzar90 on the alkzar90/torres-del-paine dataset.

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

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

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

Cinematographics rendering & Object/Artifacts insertion

Patagonia Landscape Model - Cinematographic Renderings/Artifacts Inmersion — Figure 1: **Cinematographics renderings and object/artifacts insertions in the Chilean Torres del Paine national park**. Text prompts for generated images up-to-down rows and left-to-right; (i) *"The ppaine landscape in the middle earth, cinematic light, lord of the ring style, epic"*, (ii) *"The ppaine landscape in the middle earth, a visible dragon skeleton bones, cinematic light, lord of the ring style, epic"*, (iii) *"A long branches forest in the ppaine landscape, mountain peaks at the background, cinematic light, realistic, lord of the ring style, epic"*, (iv) *"A futuristic jeep riding in ppaine landscape, cinematic light, technology*, (v) *"A futuristic tensor airship flying over the ppaine landscape at night, NIKON-Z-FX"*, (vi) *"A huge tensor bridge in the ppaine landscape, cinematic light, majestic, architecture"*.

Animal Statues

Condor statue in Torres del Paine landscape — Figure 2: **Animal statues in the Chilean Torres del Paine national park**. Text prompts for the image: *"A photo of an ancient stone condor statue in the ppaine landscape, michaelangelo, majestic, NIKON-Z-FX, 28mm"*,

Director's eye view

What does the director's cut concept mean? The definition by the Merriam-Webster dictionary is: "a version of a motion picture that is edited according to the director's wishes and that usually includes scenes cut from the version created for general distribution".

Patagonia Landscape Model - Wes Anderson's cut — Figure 3: **Illustration of the director cuts of the Chilean Torres del Paine national park, in Wes Anderson's eyes**. Text prompts for generated images left-to-right; (i) *"The ppaine landscape, Wes Anderson style, cinematic light"*, (ii) *"The ppaine landscape with a small house in the middle, Wes Anderson style, fish eye"*, (iii) *"The ppaine landscape with a small house in the middle, Wes Anderson style, fish eye"*.

Artistic Style Transfer

Patagonia Landscape Model - Artist Style Painting — Figure 4: **Artistic renderings of the Chilean Torres del Paine national park in the style of famous painters**. Text prompts for generated images up-to-down rows and left-to-right; (i) *"A painting of the ppaine landscape, Vincent Van Gogh style"*, (ii) *"A painting of the ppaine landscape, Michelangelo style"*, (iii) *"A painting of the ppaine landscape, Botero style"*, (iv) *"A painting of the ppaine landscape, Pierre-Auguste Renoir style"*, (v) *"A painting of the ppaine landscape, Leonardo Da Vinci style"*, (vi) *"A painting of the ppaine landscape, Rembrandt style"*.

Usage

from diffusers import StableDiffusionPipeline

pipeline = StableDiffusionPipeline.from_pretrained('alkzar90/ppaine-landscape')
image = pipeline().images[0]
image

References

Thanks to John Whitaker and Lewis Tunstall

Thanks to John Whitaker and Lewis Tunstall for writing out and describing the initial hackathon parameters at https://huggingface.co/dreambooth-hackathon.