metadata
license: mit
library_name: diffusers
pipeline_tag: image-to-image
tags:
- terrain
- planet
- diffusion
- procedural-generation
PlanetDiffusion
Pretrained weights for Authoring Terrestrial Planets with Diffusion Models (doi:10.1111/cgf.70390). Code: https://github.com/Oliver-Borg/PlanetDiffusion
Models
| Folder | Description |
|---|---|
PlanetDiffusion/final |
Tile diffusion model (TerrainDiffusionPipeline, UNet + DDIM scheduler + terrain encoder), planet size 5. |
Each folder mirrors the local layout models/<name>/final. Only inference files are included (no optimizer state).
Usage
The code downloads the weights automatically when models/PlanetDiffusion/final is missing:
from src.models.diffusion.inpaint_inference import load_pipeline
pipeline = load_pipeline("models/PlanetDiffusion/final")
To download manually:
huggingface-cli download otrolie/PlanetDiffusion --include "PlanetDiffusion/final/*" --local-dir models
The model is loaded through the custom TerrainDiffusionPipeline in the code repository and cannot be loaded with the stock diffusers.DiffusionPipeline.
License
MIT, as in the code repository.