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    media

    Image
    Text
    Converter

    Extract all readable text from images using advanced OCR combined with a vision-language model. Handles printed text, handwriting, complex layouts, receipts, signs, and multi-language documents.

    Max file size: 50 MB
    Estimated: 1-5 sec per image
    6 input formats

    How It Works

    1

    Upload an image or provide a URL.

    2

    The image is preprocessed (deskew, contrast normalization).

    3

    OCR detects text regions and extracts character-level output.

    4

    A vision-language model refines extraction and resolves ambiguities.

    5

    Structured text with bounding boxes and confidence scores is returned.

    Code Examples

    from mixpeek import Mixpeek
    

    client = Mixpeek(api_key="YOUR_API_KEY")
    

    result = client.convert(
        source="https://example.com/receipt.jpg",
        from_format="image",
        to_format="text",
        options={
            "include_regions": True,
            "language_hint": "en"
        }
    )
    

    print(result.text)

    Use Cases

    Digitize scanned documents and forms
    Extract text from product labels and packaging photos
    Read text overlays in screenshots and social media images
    Process handwritten notes and whiteboard photos

    Supported Input Formats

    JPEG
    PNG
    WebP
    TIFF
    BMP
    GIF

    Quick Info

    Categorymedia
    Max File Size50 MB
    Est. Time1-5 sec per image
    Extractorimage-descriptor

    Try This Conversion

    Get started with the Mixpeek API and convert your first file in minutes.

    Frequently Asked Questions

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    Ready to convert image to text?

    Start using the Mixpeek Image to Text in minutes. Sign up for a free API key and follow the documentation to get started.