Sketch to Heightmap Authoring Tool based on Deep Learning with pix2pix

Developed as part of 3D Games Art Masters Thesis as an exploration on machine learning pipelines for 3D content creation.

Read the thesis here or read more information about this project on my portfolio website.

Only tested on windows, but should run in all supported OSes.

First, make sure you have python 3.8 and Tensorflow installed

pip install --user --upgrade tensorflow

Install all required packages

pip install -r requirements.txt

Run with python LinesToTerrain.py

GitHub.com/leterax - for all the help figuring out python and help with training the models

Ruben Roberto - For helping to train the models

Einar Forselv - For his always helpful attitude helping with ModernGL

Damien Pernuit - For making an incredible PDG Pipeline example in Houdini

Christopher Hesse - For his pix2pix implementation in Tensorflow

Phillip Isola - For making pix2pix