Question

A marketing team wants to produce new hero images for a campaign. They have an approved brand photograph and want the model to generate several fresh variations that preserve the overall visual style and color palette of the reference photo while introducing new subject arrangements described in text. They are using Azure OpenAI image generation capabilities. Which approach best satisfies this requirement?

Accepted Answer

Supply the brand photograph as a reference image alongside a descriptive text prompt so the model conditions the newly generated images on both the visual reference and the prompt.

Answer

Use a binary mask over the brand photograph and run an inpainting request so the model replaces only the masked pixels.

Answer

Send only a text prompt describing the desired style in words, without providing the reference photograph, to keep generation fully text-driven.

Answer

Run an image captioning request on the brand photograph and feed the returned caption as the sole input to a text-to-speech pipeline.