Can this codebase be used to train makeup removal?

[brunoais]

Maybe with the help of GFPGAN, can REAL-ESRGAN be trained for makeup removal?

I already have a 290K image set of faces aligned by the eyes (I didn't compile it myself) and metadata tagged for the face features, gender and whether makeup was used. All images are the same resolution of 150x200.

Now I need a process for training. I already expect it to take 2-3 days on pix2pix github information.
I already have seen the training manual. I just want to make sure I can train or even that REAL-ESRGAN is a good option for this (I'm ready for being told alternatives, if you have any)