cppn-tensorflow

Simple tensorflow implemention of "Compositional Pattern Producing Networks: A Novel Abstraction of Development" model"

Thanks for the related project hardmaru/cppn

Install

This software has only been tested on ubuntu 16.04(x64), python3.5, cuda-9.0, cudnn-7.0 with a GTX-1070 GPU. To install this software you need tensorflow 1.10.0 and other version of tensorflow has not been tested but I think it will be able to work properly in tensorflow above version 1.0. Other required package you may install them by

pip3 install -r requirements.txt

Test model

You can try the model as follows

python tools/test_model.py

If you want to chanage some of the parameters you can refer the param details as follows

python tools/test_model.py --help

Personalized customization

You can implement your own generate function by modifying the cppn_model/cppn_net.py script. There has been three different generating functions you can implement your own version follow those examples

Some of the test result

gray image

Test output 1

Test output 2

color image

Test output 3

Test output 4