GPT Image 2.5 API for Image Generation and Editing

Use a reference photo to guide a new scene with GPT Image 2.5 API. For a seasonal product campaign, specify the setting, lighting, and framing, along with the product details to preserve.

A backpack, for example, can move from a studio backdrop into an autumn landscape. Its silhouette, colors, and distinctive features give the new scene a clear connection to the reference. Details such as a diagonal pocket or contrasting zipper pulls tell GPT Images 2.5 API which features matter most.

Build the environment around the subject's role in the image. A close view can emphasize materials and construction; a wider scene can show the outdoor setting and leave room for campaign copy. Include the preferred camera angle in your GPT Image 2.5 API brief so the surrounding landscape supports the product's presentation.

For example, a low angle can give the backpack greater presence against distant mountains. A closer, level view can make its construction easier to see. Choose the relationship between product and setting deliberately.

Use GPT Image 2.5 API to request a new background color while asking to preserve the subject and framing. Name the details that should stay consistent, such as facial features, clothing, or object placement.

For a portrait, that might mean replacing a charcoal backdrop with a vivid color while retaining the person's pose and outfit. In your GPT Images 2.5 API request, describe the backdrop separately from the subject and say whether the existing lighting should remain. This gives the edit a clear scope without introducing a different styling direction at the same time.

The same approach can guide product or interior edits with GPT Image 2.5 API. Name the object, surface, or area that needs attention, then identify the surrounding elements that anchor the composition. A focused instruction makes the intended visual change easier to communicate. A bright replacement background also changes the way a dark outfit reads in the composition. Consider that contrast when choosing the color, and make clear whether you want a neutral studio look or a more expressive campaign treatment.

Develop a selected concept through a sequence of focused edits with GPT Image 2.5 API. Adjust the lighting, then refine the spacing or styling, keeping a preferred version to build on as the composition takes shape.

In an architectural scene, start with the room and camera angle. Introduce a stronger shaft of daylight, then reposition a piece of furniture to give the composition more space. Each decision addresses a different part of the image: atmosphere first, arrangement next.

Keep the overall direction explicit in each GPT Images 2.5 API request. If the dark materials, circular skylight, and accent sculpture define the concept, include them among the details to retain. When a later change moves away from that direction, use the preferred version as the input for a narrower GPT Image 2.5 API adjustment.

Spacing can change the reading order of a scene: moving the bench may give the sculpture more prominence, while a different beam of light can draw attention toward the floor. Decide which element deserves attention before changing the arrangement.