Undergraduate project of the Applied Mathematics course by the School of Applied Mathematics of FGV (FGV/EMAp).
This work is a study in the area of Texture Synthesis, with an implementation in PyTorch of the synthesis method and the style transfer using Convolutional Neural Networks.
All the codes are inside the python/ directory and the main file is texture_synth.py.
The instructions on how to change the code parameters are commented in this file.
It is recommended to run the code in a Python IDEs like Spyder, which shows the result plot at each iteration.