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Dhouibi Iheb

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Dhouibi Iheb

Iheb Dhouibi enhanced OCR text recognition in the paddlepaddle/paddleocr repository by improving support for accented Latin characters and French contractions within word grouping logic. He updated the BaseRecLabelDecode module to prevent incorrect splitting of words containing diacritics, addressing common mis-segmentation issues in multilingual document processing. His approach involved refactoring Unicode handling and expanding unit tests to ensure robust recognition of accented words, particularly in French. Using Python and test-driven development, Iheb also reorganized test structures and improved code quality by aligning with project conventions. These changes reduced OCR errors and improved downstream text extraction and searchability for Latin-script documents.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
173
Activity Months1

Work History

December 2025

1 Commits • 1 Features

Dec 1, 2025

December 2025 monthly summary for paddlepaddle/paddleocr: focused on enhancing OCR accuracy for accented Latin characters and stabilizing word boundaries in multilingual text. Key features delivered: - OCR Text Recognition Improvements for Accented Latin Characters: added support for Latin characters with diacritics (é, è, à, ç, etc.) and French contractions (e.g., n'êtes) in word grouping logic; updated BaseRecLabelDecode.get_word_info to prevent splitting accented words; tests added to verify robust handling. Major bugs fixed: - Bug fix: Prevent auto-splitting of French accented words in text recognition, improving recognition stability for French and other accented text. Overall impact and accomplishments: - Improved accuracy and reliability of OCR on multilingual documents with Latin scripts; reduced mis-segmentation and tokenization errors, enabling cleaner downstream text extraction and analytics. Code changes also align with project structure and testing strategy, supporting CI readiness. Technologies/skills demonstrated: - Python development and Unicode handling, unit testing, and test-driven improvements; refactoring of word grouping logic; test organization and style improvements. Commit reference tied to feature: - 7ec94e7b46a48388753419d74dde15cce56b441e (OCR: Fix: Prevent auto-splitting of French accented words; added Latin diacritics support; updated tests)

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

OCRPythonUnit Testing

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

paddlepaddle/paddleocr

Dec 2025 Dec 2025
1 Month active

Languages Used

Python

Technical Skills

OCRPythonUnit Testing