GPT Image.

GPT Image and ChatGPT

GPT Image is a family of OpenAI models for creating and editing images. This entry focuses on programmatic access: an application sends a description and, if needed, source images, then receives an image. Working through ChatGPT is a related use case with its own limits, rather than the same API subscription.

The models suit illustrations, visual variations, product compositions and edits to existing material. The official guide covers generation, editing, input images and output-file controls. Available settings depend on the chosen model and API interface.

How to formulate an edit

Separate fixed elements from the requested change. For example, preserve packaging shape, lettering and position while replacing the surroundings. Supply exact text for an illustration, then check every letter. Good instruction-following does not guarantee a perfectly accurate logo or small marking.

Example: a visual for a product page

Prepare the original photo, neutral description of the environment and the required aspect ratio. First, get one option and check if the properties of the product have changed. Then use the selected direction for the following angles. You should not immediately run a large series before checking the first result.

When integrating the product, keep a link between the input task, source files and result. This helps retry a task, explain an edit and delete an unsuitable file. Before publishing, inspect text, faces, reflections and details that affect whether the image is truthful.

API Costs and Limitations

Programmatic access requires an OpenAI account and an appropriately configured project. Usage follows the selected model’s current rules; quality settings and output size affect costs. A ChatGPT subscription does not provide unlimited API access. Follow content rules and respect rights to submitted images.

Suitable tasks

• Generating Illustrations through API
• Editing with a reference
• Product scenes
• Visual features in apps