I need to OCR 50 million pages of legal documents. I'm only interested in the text, layout is not very important.
What is the most cost effective way on how I could tackle this while it not taking longer than 1 week?
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[D] Large scale OCR [D]
Reddit r/MachineLearning / 4/10/2026
💬 OpinionDeveloper Stack & InfrastructureTools & Practical Usage
Key Points
- The post asks for the most cost-effective approach to OCR about 50 million pages of legal documents under a strict one-week processing timeline.
- The requester prioritizes extracting text only, stating that preserving page layout is not important, which can simplify the OCR pipeline.
- The question is framed around large-scale throughput planning, implicitly raising concerns about batching, parallelization, and automation across massive document volumes.
- The scenario suggests evaluating OCR strategies that balance accuracy and speed, potentially including model choice and infrastructure design to meet deadlines economically.
- It is a practical, execution-focused inquiry rather than a report of any new system or release.
submitted by /u/vroemboem
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