Living room material redesign
Keep the room geometry, camera position and daylight unchanged; replace the sofa upholstery with warm gray boucle, change the rug to natural jute, and remove only the blue floor lamp.
Test the workflow,
not the marketing claim.
Every edit describes what may change and what must remain untouched, making the request easier to review for identity drift, geometry changes, unwanted objects, and edge artifacts.
Fashion colorway edit
Preserve the model, pose, fabric folds, lighting and background; change only the jacket from black to deep forest green and the zipper hardware from silver to matte black.
Product background edit
Keep the bottle shape, cap, label geometry and camera angle identical; replace the white studio background with pale travertine and add one soft olive branch shadow from the upper left.
Remove tabletop object
Remove the red ceramic cup from the table and reconstruct the walnut grain and its soft window reflection; preserve every other object, crop, color, and shadow.
Expand cafe scene
Extend the cafe photograph horizontally, continuing the tiled wall, wooden counter and warm pendant lighting with correct perspective; keep the central subject unchanged and avoid adding people.
Architecture dusk edit
Preserve the building geometry, landscaping and camera position; change the midday sky to blue hour, add realistic warm interior lights, and update reflections and shadows consistently.
PYTHON QUICKSTART
Keep the request reproducible.
Store credentials in the environment. Record the exact model identifier, dimensions, test date, and retry count with the resulting asset.
import os
from openai import OpenAI
client = OpenAI(
api_key=os.environ["APIMART_API_KEY"],
base_url="https://api.apimart.ai/v1",
)
result = client.images.generate(
model="gpt-image-1-official",
prompt=PROMPT,
size="1024x1024",
n=1,
)Before you publish a result
- Record model ID, parameters, date, latency, and retry count.
- Review instruction following and protected attributes.
- Flag invented text, marks, anatomy, or unwanted objects.
- Keep the raw output linked to the original fixture.
- Do not claim a universal winner from one prompt.