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Text Recognition and Extraction with PaddleOCR

Overview

Skills Needed

Discover techniques for accurate text recognition and extraction from images using PaddleOCR. Learn how to handle various fonts, styles, and languages for effective OCR.

  • Intermediate knowledge of PaddleOCR fundamentals
  • Understanding of NLP concepts

Outline

  • Introduction to Text Recognition with PaddleOCR
  • Optical Character Recognition (OCR) Techniques
  • Handwriting Recognition Methods
  • Font and Style Recognition
  • Language Detection and Translation
  • Handling Noisy Text
  • Deep Learning Models for Text Recognition
  • Performance Optimization Strategies
  • Integrating with NLP Pipelines
  • Best Practices for Text Recognition

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