FastCLIPstyler: Optimisation-free Text-based Image Style Transfer Using Style Representations. (arXiv:2210.03461v2 [cs.CV] UPDATED)

Artistic style transfer is usually performed between two images, a style
image and a content image. Recently, a model named CLIPstyler demonstrated that
a natural language description of style could replace the necessity of a
reference style image. However, their technique requires a lengthy optimisation
procedure at run-time for each query, requiring multiple forward and backward
passes through a network as well as expensive loss computations. In this work,
we create a generalised text-based style transfer network capable of stylising …

arxiv free image optimisation style transfer text transfer