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Docs/ocr1 readme from main#120

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abhiram123467 wants to merge 6 commits intohumanai-foundation:mainfrom
abhiram123467:docs/ocr1-readme-from-main
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Docs/ocr1 readme from main#120
abhiram123467 wants to merge 6 commits intohumanai-foundation:mainfrom
abhiram123467:docs/ocr1-readme-from-main

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@abhiram123467 abhiram123467 commented Mar 25, 2026

What this PR does

Updates the existing README in the OCR-1 subfolder with:

  • Folder structure and notebook explanations
  • Setup instructions
  • Training and inference guidance
  • Model architecture overview
  • LLM post‑processing details

Closes #110

Adds Setup and How to Run sections to README.md with clear instructions for new contributors.
Updated ResNet18 and ResNet34 to classify 3 classes instead of 1000. Added fully connected layers and flattening before classification.
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This module provides LLM post-processing for OCR output, improving accuracy by correcting errors in historical Spanish documents. It includes functions for computing character error rates, cleaning raw OCR text, and processing batches of OCR strings.
…ge (closes humanai-foundation#110)

Updated README to reflect the OCR-1 component of the RenAIssance project, detailing its model and dataset challenges.
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