Neural photo editor based on stylegan that allows to realistically edit images with an interface similar to MS paint.
In some way extends DragGan by adding color controls.
Work done during PhD @ JHU.
mspaint_hair_color.mov
mspaint_hairlength.mov
mspaint_dense.mov
Download stylegan wegiths from here and place into mspaint_gan
folder.
The project was done as a part of exploratory experiments related to the paper.
Things that can be done to improve the results:
- Adjust learning rate to make effects more/less dramatic.
- Switch to stylegan-2 and restrict the changes only to certain level of latents to make results more stable.
- Incorporate more ideas from DragGan to restric the changes to a certain region.
The codebase borrows code and extends ideas from: