Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation. (arXiv:2207.08989v1 [cs.CV])

Rendering programs have changed the design process completely as they permit
to see how the products will look before they are fabricated. However, the
rendering process is complicated and takes a significant amount of time, not
only in the rendering itself but in the setting of the scene as well.
Materials, lights and cameras need to be set in order to get the best quality
results. Nevertheless, the optimal output may not be obtained in the first
render. This all …

arxiv challenges cv design generation study style transfer transfer