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Desktop application for image denoising using the python programming language

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Image Classification and Denoising for gaussian and salt & pepper noise using python

University of Science and Technology USTHB
IT department
End-of-study project in license year (2020/2021)

System requirement :

  • Python

  • TensorFlow & keras

  • PyQt5 & PySide2

Software screens :

  • Upload Testing image

  • STEP 01
  • Generate noise for testing image

  • STEP 01
  • Executions history

  • STEP 02
  • Image result for gaussian color image denoising

  • STEP 03 - 1 STEP 03 - 2
  • Image result for gaussian gray image denoising

  • STEP 04 - 1 STEP 04 - 2
  • Image result for salt & pepper gray image denoising

  • STEP 05 - 1 STEP 05 - 2

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Desktop application for image denoising using the python programming language

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  • Python 82.2%
  • PureBasic 17.8%