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