Answer
A common mistake with Style Transfer is applying it without fully understanding the underlying data or problem, which often leads to weak or misleading results. Skipping proper testing before relying on it in a real project is another frequent error.
Real-world example A mobile app uses style transfer to make a regular photo look like it was painted in the style of a famous artist.