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AI generation & models

What makes a good reference image?

Use a clear, well-lit source image with the subject easy to see. Reference quality, crop, angle and occlusion can strongly affect identity, clothing and scene consistency.

For reference-based image workflows, start with a clear source image at a useful resolution. The subject should be easy to see and not heavily covered by blur, text, filters or foreground objects.

For people

A natural, well-lit face with enough detail usually gives the model more information to work with. If a workflow accepts multiple references, use images that are consistent with the identity or look you want to preserve.

For products or clothing

Use a clean image that clearly shows shape, texture, color and important details. Generated results can still vary, so compare outputs with the original before publishing.