File size: 1,237 Bytes
427cef1 9083655 427cef1 9083655 427cef1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 | ---
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](http://doi.org/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:
```python
from src.models.diffusion.inpaint_inference import load_pipeline
pipeline = load_pipeline("models/PlanetDiffusion/final")
```
To download manually:
```sh
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.
|