consistize 0.1.0

Image consistency checks with OpenAI vision models.

consistize

Check whether an image is consistent with a set of reference images using OpenAI vision models.

Install

pip install -e .

Usage

from consistize import Consistize

checker = Consistize(
    reference_images=["./refs/ref1.jpg", "./refs/ref2.jpg"],
)

result = checker.run("./inputs/target.jpg")
print(result.consistency_score)
print(result.inconsistent_parts)
print(result.background_fix_prompts)

Set OPENAI_API_KEY in your environment or pass api_key to Consistize.

Custom prompt or model

result = checker.run(
    "./inputs/target.jpg",
    prompt="Check the first image against the references; focus on lighting.",
    model="gpt-5.2-pro"
)