Question

A marketing team uses an Azure OpenAI image model to iterate on an existing product photo. They want to change only the background from an indoor studio to an outdoor garden scene while keeping the product's exact position, lighting, and proportions unchanged, without manually painting a mask. Which generation control approach best satisfies this requirement?

Accepted Answer

Submit the reference image with a prompt-driven edit request that instructs the model to modify only the background while preserving the foreground subject

Answer

Generate a brand-new image from a detailed text prompt describing the product and the garden background

Answer

Increase the temperature and top-p sampling parameters so the model produces more creative background variations

Answer

Run object detection to output bounding boxes, then request captions describing the garden scene