Minimal coffee packaging
Premium whole-bean coffee pouch standing on dark walnut, uncoated cream paper with a small black label area, morning side light, restrained props, realistic folds, front panel fully visible, no invented text.
Test the workflow,
not the marketing claim.
The collection focuses on product accuracy, surface treatment, camera position, shadow behavior, negative space, and reusable acceptance checks for production teams.
Smart speaker studio
Compact smart speaker in graphite fabric on a deep charcoal pedestal, subtle violet rim light, precise mesh texture, controlled reflections, high-end consumer electronics launch photography, centered composition.
Wool chair catalog scene
Sculptural lounge chair upholstered in oatmeal wool, three-quarter angle in a quiet daylight studio, seamless warm-gray wall and floor, realistic material texture, soft contact shadow, catalog photography.
Transparent cosmetics set
Three cosmetic containers isolated on a transparent background, accurate translucent glass edges, pumps and caps fully visible, consistent front-facing alignment, no floor shadow, no lettering.
Perfume shadow study
Clear perfume bottle casting a dramatic botanical shadow across pale peach plaster, late-afternoon hard light, minimal luxury beauty campaign, pristine glass refraction, generous negative space, no text.
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.