---
title: "Discussion on \"I Fine-Tuned YOLO to Understand Document Structure — Here's How It Works\" | Hashnode"
description: "Discussion on \"I Fine-Tuned YOLO to Understand Document Structure — Here's How It Works\". From raw scanned pages to structured JSON with bounding boxes, confidence scores, and OCR-extracted text — all running on CPU."
url: "https://hashnode.com/posts/doclayout-yolo/69f229b36e0124c05e2c4fcb"
---

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# [I Fine-Tuned YOLO to Understand Document Structure — Here's How It Works](https://chirag4862.hashnode.dev/doclayout-yolo?utm_source=hashnode&utm_medium=feed)

From raw scanned pages to structured JSON with bounding boxes, confidence scores, and OCR-extracted text — all running on CPU.

Apr 29 · 8 min read · chirag4862.hashnode.dev  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#python](https://hashnode.com/tag/python)
-   [#ocr](https://hashnode.com/tag/ocr)
-   [#yolo](https://hashnode.com/tag/yolo)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
-   [#generative-ai](https://hashnode.com/tag/generative-ai)

## Written by

[Chirag Vijay](https://hashnode.com/@chirag4862)

@chirag4862 · Kolkata, India

  
[View profile](https://hashnode.com/@chirag4862)

Ai Engineer

I code for fun!

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