Ideal inputs
Use one clear person photo and, when a specific garment matters, a second garment reference with the clothing visible edge to edge.
Create a new outfit reference while keeping the person, pose, and scene from the source image recognizable.
Use one clear person photo and, when a specific garment matters, a second garment reference with the clothing visible edge to edge.
Upload the person image first and add the garment reference only when the clothing design needs to be followed.
Name the garment, fit, material, color, and any details that must remain visible in the final composition.
Generate the variation and check sleeves, collars, hands, face identity, and lighting before using it commercially.
The GPT Image 2 edit workflow produces an outfit variation guided by the uploaded references and your description; it does not promise a production-ready fashion photograph.
Loose poses, hidden body parts, transparent fabrics, logos, and complex layered clothing can be reconstructed imperfectly. Review identity and garment details.
One person image is enough for a described outfit. Add a second image when you want the workflow to reference a particular garment.
The prompt asks the model to preserve them, but generated edits can vary. Check the face, hands, body proportions, and garment edges in every result.