What text to image means
A text-to-image model interprets words about the subject, environment, lighting, camera and style, then creates pixels that fit the description. It does not retrieve a verified catalog item unless you provide a reference through another workflow.
Write prompts as a production brief
Separate the subject, setting, light, camera, composition and output ratio. For advertising concepts, describe the empty space needed for copy instead of asking the model to invent a price or claim.
- Subject and priority
- Background and props
- Lighting and camera
- Aspect ratio and copy space
Why ecommerce often needs image to image
A text-only result may alter packaging, logos, labels, proportions, quantities or included accessories. Using a real product photo as the visual anchor makes differences easier to inspect.
A practical handoff
Use text to image for moodboards and scene directions. Once a direction is approved, apply it to a real product photo, choose the destination ratio and compare the output with the source before publishing.
Frequently asked questions
What is text to image AI?
It is a generative method that creates a new image from a written description.
Can it create exact product photos from text alone?
It can create a plausible product visual, but exact product details are not guaranteed. Use and verify a real reference photo for ecommerce.
Is text-only generation available in SokuPhoto?
Not currently. SokuPhoto’s production workflow starts from a product photo and focuses on image-guided generation and editing.