Have these ready
Decide whether you want to reinterpret an existing photo or invent a new composition. Keep the subject and final use in one sentence.
Choose the right workflow
Use a filter when you want a recognizable photo in a selected art style. Use image generation when you need a written brief, a new scene or a composition built around references.
You choose your own source and review the current cost before generation.

Keep the intended change narrow for the first attempt. A long brief asking for new clothes, lighting, pose and background makes it harder to diagnose a weak result.
Decide whether you want to reinterpret an existing photo or invent a new composition. Keep the subject and final use in one sentence.
Use a filter when choosing a medium is the main decision. Use the image generator when you need to describe objects, setting and layout in detail. Test one representative image and compare retained cues, not only the amount of visual change.
A familiar face does not require a completely new scene. A new editorial concept may need more than a style label. Match the tool to the missing instruction.
Use a filter when a recognizable photograph is the anchor of the work. Use the generator when the scene itself needs a new brief. Try one output first; changing the whole scene may be unnecessary when only the visual style needs to change.
Try this with my photo ↗
Why consider this directionSoft washes leave more open light around the portrait and can suit cards, gifts or a quieter editorial image.
Check before choosingWatch the eyes and boundary between face and hair. Pale washes should not erase the features you need to recognize.

Why consider this directionLarger expressive features and simplified hair shapes can make a character-oriented personal avatar.
Check before choosingCompare eye spacing, hairstyle and accessories with the source. The style may reinterpret the face rather than copy it exactly.

Why consider this directionThe styled product scene can help you consider a supporting surface, negative space and a restrained lighting direction.
Check before choosingCheck contact and the object’s shape separately from the setting. An earlier example does not establish a general quality ranking between models.
A generated interpretation can redraw features in either route. Review the result against the source and keep the original available. Use a non-generative operation when the requirement is an exact crop, color conversion or unchanged factual record.
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