Two requests show up again and again: "make this look like a painting" and "make this look sharper." They sound similar and they use overlapping technology, but they are solving opposite problems. Choosing the wrong one wastes time and usually makes the image worse. Here's how to tell them apart and pick the right approach, whether you're working on product shots, personal photos, or concept art. Both workflows are available from the transformation tool, so you can compare them side by side.
What each one is actually doing
Restyling takes an existing image and repaints it in a different visual language — oil paint, watercolor, anime, ink. It keeps the composition but rewrites every pixel's texture and color. Enhancing does the opposite: it keeps the visual language and repairs the quality. It removes noise, fixes blur, sharpens edges, and recovers detail that compression or low resolution destroyed. One changes how the image looks. The other tries to restore how it should have looked.
When to restyle
Pick restyling when the content is fine but the mood is wrong. A boring snapshot you want to turn into wall art. A placeholder illustration that needs to match a brand's illustration style. A concept sketch you want to present as a finished-looking painting. Restyling is a creative move, and it's forgiving — nobody expects a stylized image to be accurate, so small errors disappear into the style. It's the safer choice of the two when you're experimenting.
When to enhance instead
Pick enhancement when the content is right but the technical quality is bad. Old family photos with scratches and fading. Phone shots taken in low light that came out noisy. Screenshots that got compressed one too many times. Product photos that are slightly soft but otherwise well-composed. Enhancement is a repair job, which means it's held to a higher standard — a bad enhancement is obvious in a way a bad style transfer isn't. Restyling hides mistakes; enhancing exposes them.
Where each one fails
Restyling fails when you ask it to restyle something already stylized. Converting an anime frame into oil paint usually produces a muddy mess, because the model is being asked to translate a style it can't read. It also struggles with text and fine geometric detail — signs, logos, and architectural lines tend to wobble and melt.
Enhancement fails when there's no real detail left to recover. It can sharpen a soft photo, but it cannot invent a face in a blob of ten blurry pixels. Push it too far and it starts hallucinating texture that isn't there — faces get an uncanny smoothness, and backgrounds fill with fake grain. Enhancement works best within its limits: mild blur, moderate noise, moderate compression. Beyond that, you're asking it to guess, and its guesses show.
Can you combine them?
Yes, and the order matters. Enhance first, restyle second. Clean up the noise and sharpen the edges on the original, then apply the style. If you restyle first and enhance afterward, the enhancement will fight the style — it'll sharpen brushstrokes into hard edges and pick up texture artifacts along the way. Repair the source, then decorate the result. Doing it in that order gives you a clean, stylized image instead of a stylized mess.
The quick decision rule
Ask one question: do I want it to look different, or do I want it to look better? Different means restyle. Better means enhance. If the answer is both, enhance first and restyle after. That single test saves most people from converting a decent photo into a smeared painting, or spending twenty minutes sharpening a blurry image that should have been left alone.
Both approaches are worth keeping in your workflow, because most real projects need a bit of each at different stages. Start with whichever one fixes your biggest problem, then revisit the other once the fundamentals are solid. You can run either one right now from the main workspace to see which suits your image best.