metadata
tags:
- terrain-generation
- satclip
- diffusion
- heightmap
- procedural
license: mit
SatCLIP Terrain Generator
Generate realistic terrain heightmaps conditioned on geographic coordinates via SatCLIP embeddings.
Usage
from huggingface_hub import hf_hub_download
import torch
ckpt = hf_hub_download("latterworks/satclip-terrain", "model.pt")
weights = torch.load(ckpt)
# Requires satclip + model architecture from training code
model.vae.load_state_dict(weights['vae'])
model.prior.load_state_dict(weights['prior'])
model.refiner.load_state_dict(weights['refiner'])
Training
- VAE + diffusion prior on SRTM 90m elevation data
- Colorado/Utah region tiles
- Conditioned on microsoft/SatCLIP-ResNet18-L40 location embeddings