fairsenseai.analysis.bias.analyze_image_for_bias

analyze_image_for_bias(image, use_summarizer, progress=<gradio.helpers.Progress object>)[source]

Analyzes an image for bias by extracting text using OCR and by generating image caption.

Parameters:

  • image (<module ‘PIL.Image’ from ‘/Users/mukundchettiar/Documents/projects/fairsense/fair-sense-ai/venv/lib/python3.11/site-packages/PIL/Image.py’>) – The input image to analyze for bias.

  • use_summarizer (bool) – Whether to use the summarizer to condense the response.

  • progress – A callback function to report progress.

Returns:

A tuple containing the highlighted text with bias words and the detailed analysis.

Return type:

Tuple[str, str]

Example

>>> image = Image.open("example.jpg")
>>> highlighted, analysis = analyze_image_for_bias(image, use_summarizer=True)