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writer-identification-system's Introduction

Writer Identifcation System

A system that is used to identify a writer from a handwritten script. In this system, We used a texture based feature extractor called local binary pattern and SVM classifier to distinguish between different writers. We trained and tested our project using IAM dataset.

How it works

  1. Install project dependencies from requirements.txt
  2. Add the test cases in folder /data/TestCases
  3. Add the expected results in file /inputs/actualt_results.txt
  4. Open terminal in the /src directory then Run using this command
python main.py
  1. Finally, the results will be in /outputs diectory in two files time.txt and results.txt

writer-identification-system's People

Contributors

ahmedessamdakrory avatar mazen930 avatar phella avatar mahmoudsebak avatar

Watchers

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