OCR pipeline for document understanding

Problem

This is editable sample content. Replace it with the document types, constraints, and evaluation criteria from the real project.

Approach

The sample architecture separates image preparation, text-region detection, recognition, and structured output. Each stage can be evaluated or replaced independently.

Technical implementation

def process_document(image):
    regions = detect_text_regions(image)
    return [recognize(region) for region in regions]

Results

[Add validated qualitative or quantitative results.]

What I learned

[Add the technical decisions and lessons that best represent the work.]