30 GPT Image 2 Photo-Editing Prompts: Change One Thing, Preserve Everything Else (2026)

Edit the attached image.

ONLY CHANGE:
[Describe one specific change in one specific region.]

PRESERVE EXACTLY:
- the same person, facial identity, expression, skin texture, hair, and pose
- the same camera position, lens perspective, framing, crop, and aspect ratio
- the same lighting direction, shadow placement, color grade, and depth of field
- the same background, objects, text, logos, materials, and geometry

Do not redesign, beautify, restyle, recompose, add, remove, or replace anything else.
Return one edited image at the original dimensions.

Edit the attached portrait. Replace only the flat gray background with a softly blurred modern office interior. Preserve exactly the person's facial identity, expression, skin texture, hairstyle, clothing, pose, hands, body proportions, camera angle, crop, lens perspective, lighting on the subject, and depth of field. Match the new background's perspective and brightness to the existing portrait. Do not retouch or restyle the person. Return the original dimensions.

Change only the environment behind the subject to the interior of a late-night subway car with subtle window reflections. Keep the same person, face, expression, hair, pose, clothing, framing, camera height, and foreground lighting. Do not alter the subject's edges or invent accessories. The subway must sit naturally behind the existing subject with matching perspective and depth of field.

Replace only the background wall with a realistic, softly defocused operating-room environment. Preserve the surgeon's exact identity, scrubs, mask position, posture, hands, lighting, crop, and lens perspective. Keep the subject tack-sharp and do not add medical tools in front of the person. Match the existing cool light without changing skin tone.

Replace only the visible sky with a dramatic storm sky and one distant lightning strike. Preserve every foreground object, the person's identity and pose, the horizon line, buildings, landscape geometry, camera position, crop, exposure on the subject, and existing shadows. The lightning must remain behind the subject and must not change the foreground lighting.

Add only a small number of softly falling cherry blossom petals to the background and midground. Preserve the person's face, hair silhouette, expression, clothing, pose, background layout, camera angle, crop, lighting, and color grade. Do not place petals over the eyes, mouth, hands, or important text. Do not add branches or change the season of any existing object.

Edit only the small temporary blemish on the subject's left cheek. Reconstruct natural skin texture that matches the surrounding area. Preserve exact facial identity, pores, freckles, moles, wrinkles, face shape, eyes, nose, lips, expression, hair, lighting, shadows, color, and sharpness. Do not smooth, beautify, reshape, or retouch any other skin.

Remove only the isolated flyaway hairs outside the main hair silhouette. Preserve the original hairstyle, hairline, volume, curl pattern, color, individual strand texture, face, ears, shoulders, background, lighting, crop, and depth of field. Do not make the hair glossy, longer, fuller, or more symmetrical.

Change only the direction of both pupils so the subject looks naturally toward the camera. Preserve the exact eye shape, iris color, eyelids, eyelashes, catchlights, facial identity, expression, head angle, skin texture, makeup, hair, lighting, and composition. Do not enlarge the eyes or change the eyebrows.

Change only the mouth from slightly open to gently closed with a neutral, natural expression. Preserve the person's exact identity, lip shape and color, jawline, cheeks, nose, eyes, skin texture, head position, hairstyle, lighting, camera angle, and crop. Do not change age, face shape, makeup, or expression elsewhere.

Change only the subject's surrounding context and visible outer garment to a realistic astronaut EVA suit. Preserve the exact face, age, expression, skin texture, hairline, head angle, body pose, camera position, crop, and lens perspective. Fit the suit around the existing body without changing proportions. Do not redesign the face or turn the image into an illustration.

Change only the blue jacket to a deep burgundy red. Preserve its exact cut, seams, folds, zipper, buttons, fabric texture, highlights, shadows, fit, and occlusion behind the arms. Preserve the person's face, hair, skin, pose, hands, other clothing, background, camera, crop, and overall color grade. Do not add patterns or accessories.

Change only the visible jacket material from matte cotton to dark brown suede. Keep the same jacket design, silhouette, seams, folds, fit, buttons, and position. Preserve the person's identity, pose, hands, shirt, background, framing, lighting direction, and shadows. Render suede texture consistent with the existing light; do not redesign the garment.

Remove only the sunglasses resting on top of the subject's head. Reconstruct the small hidden hair area using the surrounding hair's direction, color, and texture. Preserve exact face, hairline, hairstyle, expression, ears, clothing, pose, background, lighting, crop, and every other accessory.

Add only a simple silver wristwatch to the subject's visible left wrist. Match the wrist angle, scale, perspective, skin contact, reflections, and existing light. Preserve the exact hand, fingers, sleeve, pose, face, body, background, crop, and all other details. Do not add rings, bracelets, logos, or text.

Replace only the plain black blazer with an ivory double-breasted blazer. Preserve the subject's exact identity, expression, hair, body proportions, pose, hands, inner shirt, jewelry, background, camera angle, crop, lighting, shadows, and editorial color grade. Keep the new blazer realistic and fitted to the existing pose. Do not change anything above the neckline.

Replace only the surface and background behind the perfume bottle with dark charcoal stone and a soft warm gradient. Preserve the exact bottle silhouette, glass thickness, cap geometry, label artwork, logo, all text, liquid color, reflections, camera angle, product scale, crop, and focus. Add only a physically plausible contact shadow and reflections caused by the new surface. Do not redesign the packaging.

Change only the box's solid background color from white to matte midnight blue. Preserve the exact box dimensions, folds, edges, logo, typography, spelling, barcode, icons, label positions, print scale, highlights, shadows, perspective, and background. Do not rewrite, sharpen, move, or invent any text.

Replace only the central illustrated portrait area on the wine label with the supplied portrait photo rendered as a refined monochrome engraving. Preserve the person's recognizable identity and preserve the bottle, label shape, brand name, all existing text, border ornaments, paper texture, glass reflections, background, camera, and lighting. Keep the portrait fully inside the designated label area.

Change only the watch strap from black leather to brushed stainless steel links. Preserve the exact watch case, dial, hands, hour markers, logo, crown, proportions, wrist position, camera angle, crop, lighting, reflections, background, and depth of field. Match the steel reflections to the existing light. Do not alter the dial.

Remove only the small decorative leaf touching the lower-right edge of the product. Reconstruct the background surface and the product's unobstructed edge using surrounding texture, perspective, reflections, and shadow continuity. Preserve the product, label, logo, text, geometry, lighting, crop, and every other prop exactly.

Correct only the overall white balance so neutral objects appear neutral and skin retains a natural tone. Preserve exposure, contrast, highlight roll-off, shadow depth, saturation relationships, facial identity, texture, objects, background, crop, and composition. Do not relight, retouch, sharpen, denoise, or apply a cinematic grade.

Soften only the hard shadow crossing the subject's left cheek, as if a subtle fill light reduced its intensity by about one stop. Preserve the main light direction, catchlights, face, skin texture, expression, hair, clothing, background, overall contrast, camera, crop, and all other shadows. Do not flatten the portrait or brighten the entire image.

Apply only a restrained warm color grade to the wedding photo: slightly warmer highlights, neutral skin, and clean whites. Preserve both people's exact faces, clothing colors, floral details, background, exposure, contrast, skin texture, crop, and composition. Do not add haze, grain, lens flare, or orange skin.

Change only the outdoor ambient light from late afternoon to subtle blue hour. Preserve every building, window, object, person, vehicle, sign, text, camera angle, crop, perspective, and geometry. Add believable cool sky ambience and warm practical lights only where fixtures already exist. Do not change the scene layout or create a new sky composition.

Change only the color treatment to a premium automotive campaign grade with controlled contrast, clean metallic highlights, and slightly cooler shadows. Preserve the car's exact design, body color, wheels, badges, reflections, background, road, driver, camera angle, crop, and perspective. Do not modify the vehicle or add motion blur.

Remove only the red trash bin in the far-left background. Reconstruct the wall and pavement behind it using the surrounding texture, perspective lines, light, and shadows. Preserve all people, faces, vehicles, architecture, signs, text, foreground objects, camera position, crop, color, and depth of field.

Remove only the photographer's reflection from the window glass. Preserve the glass tint, frame, dust, subtle environmental reflections, interior objects, exterior view, perspective, lighting, crop, and image texture. Reconstruct the affected area from adjacent reflections without making the window look empty or opaque.

Correct only the document's perspective so the page is front-facing and rectangular. Preserve every word, number, diagram, line break, signature, stamp, handwriting mark, color, and page edge exactly as visible. Keep the full document in frame. Do not rewrite missing text, summarize content, beautify handwriting, or invent cropped details.

Remove only the loose charging cable on the floor beside the sofa. Reconstruct the floor texture and any covered shadow. Preserve the room layout, furniture, architecture, wall art, windows, view, lighting, materials, camera position, lens perspective, crop, and all other objects. Do not stage, redecorate, widen, or brighten the room.

Replace only the scenery visible through the penthouse windows with a realistic evening city skyline. Preserve the window frames, glass reflections, interior, furniture, people, architecture, camera angle, crop, perspective, lighting on all interior objects, and depth of field. The new skyline must remain entirely behind the glass and match the existing horizon height.

from openai import OpenAI
import base64

client = OpenAI()

prompt = """Edit the attached image.
ONLY CHANGE: Change the blue jacket to deep burgundy red.
PRESERVE EXACTLY: facial identity, expression, hair, pose, hands,
garment design and folds, background, lighting, camera angle, crop,
and aspect ratio. Do not change anything else."""

with open("portrait.png", "rb") as source_image:
    result = client.images.edit(
        model="gpt-image-2",
        image=source_image,
        prompt=prompt,
        size="1536x1024",
        quality="high",
    )

image_bytes = base64.b64decode(result.data[0].b64_json)
with open("portrait-edited.png", "wb") as output_file:
    output_file.write(image_bytes)