Product appearance consistency
Whether the product’s shape, proportions, colors, logo, and packaging text remain consistent.
model guide
gemini-3-pro-image
Designed for complex prompts and high-resolution generation. Editing and reference-image support have not yet been verified.
These are the settings currently available in YingTu.
A premium campaign key visual for a design-led audio product, precise industrial details, controlled studio reflections, cinematic depth.
A layered architectural scene with people, signage, landscaping, and coherent late-afternoon lighting, realistic material detail.
A refined still life of precision stationery and sculptural desk objects, controlled studio lighting, accurate materials, crisp micro-detail, high-resolution finish.
These are the settings currently available in the Image Studio.
This example uses the same request format as the Image Studio.
import base64
import mimetypes
import os
import sys
import requests
API_KEY = os.environ.get("LAOZHANG_API_KEY")
if not API_KEY:
raise RuntimeError("Set the LAOZHANG_API_KEY environment variable before running this example.")
API_URL = "https://api2.laozhang.ai/v1beta/models/gemini-3-pro-image:generateContent"
REQUEST_TIMEOUT_SECONDS = 500
headers = {
"Authorization": f"Bearer {API_KEY}",
"Content-Type": "application/json",
}
payload = {
"contents": [{
"parts": [
{"text": "A premium campaign key visual for a design-led audio product, precise industrial details, controlled studio reflections, cinematic depth."}
]
}],
"generationConfig": {
"responseModalities": ["IMAGE"],
"imageConfig": {
"imageSize": "2K"
}
}
}
try:
response = requests.post(
API_URL,
headers=headers,
json=payload,
timeout=REQUEST_TIMEOUT_SECONDS,
)
except requests.Timeout as error:
print(
"Request timed out after 500 seconds. The result status may be unknown; "
"check call and billing logs before retrying.",
file=sys.stderr,
)
raise SystemExit(1) from error
if response.status_code != 200:
print(f"API error {response.status_code}: {response.text}", file=sys.stderr)
raise SystemExit(1)
try:
result = response.json()
except ValueError as error:
print("API returned a non-JSON response.", file=sys.stderr)
raise SystemExit(1) from error
if not isinstance(result, dict):
print("API returned an unexpected JSON shape.", file=sys.stderr)
raise SystemExit(1)
image_part = None
for candidate in result.get("candidates", []):
for part in candidate.get("content", {}).get("parts", []):
inline_data = part.get("inlineData") or part.get("inline_data")
if inline_data and inline_data.get("data"):
image_part = inline_data
break
if image_part:
break
if not image_part:
response_id = result.get("responseId", "not provided")
print(f"No image data in response. responseId={response_id}", file=sys.stderr)
raise SystemExit(1)
mime_type = image_part.get("mimeType") or image_part.get("mime_type") or "image/png"
encoded_image = image_part["data"]
if encoded_image.startswith("data:"):
header, encoded_image = encoded_image.split(",", 1)
mime_type = header[5:].split(";", 1)[0] or mime_type
extension_by_mime = {
"image/jpeg": "jpg",
"image/png": "png",
"image/webp": "webp",
"image/gif": "gif",
}
extension = extension_by_mime.get(mime_type, "bin")
output_path = f"output.{extension}"
with open(output_path, "wb") as output_file:
output_file.write(base64.b64decode(encoded_image, validate=True))
print(f"Image saved: {output_path} ({mime_type})")
These gallery images do not include the model or prompt used to create them. They are visual examples, not test results for this model.



Test record
This section shows only YingTu test results that are ready for public review. When no result is available, we say so instead of showing draft data.
Whether the product’s shape, proportions, colors, logo, and packaging text remain consistent.
Whether the subject and its edges remain intact while only the requested background changes.