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satclip-terrain
latterworks/satclip-terrain
satclip-terrain is a machine learning model from latterworks. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Generate realistic terrain heightmaps conditioned on geographic coordinates via SatCLIP embeddings.
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.pt60.5 MB · 95%
At a glance
- License
- mit
- Access
- Public
- Created
- Dec 27, 2025
- Updated
- Dec 27, 2025
- SHA
- b5ddcf99
Model card
From the Hugging Face model README
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
- License
- mit
- Created
- Dec 27, 2025
- Updated
- Dec 27, 2025