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Zhongwei Li
2025-11-30 09:03:52 +08:00
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#!/usr/bin/env python3
"""
Generate images from text prompts using Gemini API.
Usage:
python generate_image.py "prompt" output.png [--model MODEL] [--aspect RATIO] [--size SIZE]
Examples:
python generate_image.py "A cat in space" cat.png
python generate_image.py "A logo for Acme Corp" logo.png --model gemini-3-pro-image-preview --aspect 1:1
python generate_image.py "Epic landscape" landscape.png --aspect 16:9 --size 2K
Environment:
GEMINI_API_KEY - Required API key
"""
import argparse
import os
import sys
from google import genai
from google.genai import types
def generate_image(
prompt: str,
output_path: str,
model: str = "gemini-2.5-flash-image",
aspect_ratio: str | None = None,
image_size: str | None = None,
) -> str | None:
"""Generate an image from a text prompt.
Args:
prompt: Text description of the image to generate
output_path: Path to save the generated image
model: Gemini model to use
aspect_ratio: Aspect ratio (1:1, 16:9, 9:16, etc.)
image_size: Resolution (1K, 2K, 4K - 4K only for pro model)
Returns:
Any text response from the model, or None
"""
api_key = os.environ.get("GEMINI_API_KEY")
if not api_key:
raise EnvironmentError("GEMINI_API_KEY environment variable not set")
client = genai.Client(api_key=api_key)
# Build config
config_kwargs = {"response_modalities": ["TEXT", "IMAGE"]}
image_config_kwargs = {}
if aspect_ratio:
image_config_kwargs["aspect_ratio"] = aspect_ratio
if image_size:
image_config_kwargs["image_size"] = image_size
if image_config_kwargs:
config_kwargs["image_config"] = types.ImageConfig(**image_config_kwargs)
config = types.GenerateContentConfig(**config_kwargs)
response = client.models.generate_content(
model=model,
contents=[prompt],
config=config,
)
text_response = None
image_saved = False
for part in response.parts:
if part.text is not None:
text_response = part.text
elif part.inline_data is not None:
image = part.as_image()
image.save(output_path)
image_saved = True
if not image_saved:
raise RuntimeError("No image was generated. Check your prompt and try again.")
return text_response
def main():
parser = argparse.ArgumentParser(
description="Generate images from text prompts using Gemini API",
formatter_class=argparse.RawDescriptionHelpFormatter,
epilog=__doc__
)
parser.add_argument("prompt", help="Text prompt describing the image")
parser.add_argument("output", help="Output file path (e.g., output.png)")
parser.add_argument(
"--model", "-m",
default="gemini-2.5-flash-image",
choices=["gemini-2.5-flash-image", "gemini-3-pro-image-preview"],
help="Model to use (default: gemini-2.5-flash-image)"
)
parser.add_argument(
"--aspect", "-a",
choices=["1:1", "2:3", "3:2", "3:4", "4:3", "4:5", "5:4", "9:16", "16:9", "21:9"],
help="Aspect ratio"
)
parser.add_argument(
"--size", "-s",
choices=["1K", "2K", "4K"],
help="Image resolution (4K only available with pro model)"
)
args = parser.parse_args()
try:
text = generate_image(
prompt=args.prompt,
output_path=args.output,
model=args.model,
aspect_ratio=args.aspect,
image_size=args.size,
)
print(f"Image saved to: {args.output}")
if text:
print(f"Model response: {text}")
except Exception as e:
print(f"Error: {e}", file=sys.stderr)
sys.exit(1)
if __name__ == "__main__":
main()