Terrain Synth

Example-based Terrain Generation powered by real-earth datasets.

This is a platform for me to hack around on various machine-learning content generation / manipulation techniques. It uses the Hello Worlds library to render the terrain.

The current model is very naïve, expect the output to look crap.

Example Input

Terrain elevation data input

Example Output

(Silly) generated terrain from the pytorch GAN model

Technologies

• pytorch for ML learning
• onnex runtime (https://onnxruntime.ai/) for model inference
• react / typescript / vite for the app
• Hello Worlds library for terrain rendering
• react-three/fiber / threejs for 3D rendering
• pulumi / aws for deployment

Datasets

Earth Terrain - From Kaggle user THOMAS PAPPAS