I'm trying to filter out bad face images (with artifacts) generated by StyleGAN.
Is there a good image quality measurement mechanism in python for doing this?
I've tried using BRISQUE but it is not showing good results (there are a lot of good quality images with higher scores then for bad quality images).
EDIT: These artifacts could be any kind of distortions, like eyes looking in a different directions, asymmetries (e.g. could be bad looking ear, assymetric eyes, ...), strange skin coloring, image messed up with the background like below image.
More images could be found here.