Upscaling and Finishing
Models generate at a fixed native size — often around one to two megapixels. That is fine on screen and nowhere near enough for print, large format, or anything a client will inspect closely. Upscaling is the last step of essentially every professional workflow.
- Standard upscale — two to four times the resolution, inventing plausible detail as it goes. Built into most platforms.
- Creative upscale — adds detail that wasn't there. Spectacular results, but it will change faces and small features, so check identity afterwards.
- Face restoration — a specialised pass for portraits, and the fix for the mushy-distant-face problem from earlier.
- Do it in stages. Two 2× passes usually beat one 4× pass.
And then finish properly. Colour grade, crop, retouch, composite, add grain, set type. Almost nothing professional ships straight out of a generator. The final ten percent — the part that makes it look authored rather than generated — still happens in Photoshop, Affinity, Lightroom, Procreate or After Effects. Your existing craft is not obsolete here; it is the differentiator.