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miniProject.pptx

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miniProject.pptx

  1. 1.       
  2. 2.  Handwriting recognition is a Python based project.  It will recognize the handwritten texts which is not understandable manually.  It will represent the handwritten texts into Digital format.  It will enable the user to read complicated text.
  3. 3.  In today’s world, we often encounter the situation in which we feel difficult to understand and read the complex handwritten texts.  Due to this problem, content may lose it’s originality and credibility.  These reasons motivates us to create the handwriting recognition project.
  4. 4.  This project is written in Python language as it is simple and easy to use.  This project makes use of image recognition and machine learning technology.  This project also makes use of Mnist dataset.
  5. 5.  Mnist dataset is present in form of grid. This grid is combination of pixel which are colored in black and white.  Program recognizes the text on the basis of variation of color between black and white of these pixels.
  6. 6.  Program will take some data from Mnist library as input for training itself which comes under machine learning.  After training itself program will recognize the next input letter or digit.  Output will be clear recognized image of blur text that could be easily understood.
  7. 7.  This project may not be 100 percent accurate as the machine need to be trained on predefined dataset in order to predict the correct output. However it may not understand the each letter or digit of handwritten text correctly. This may result in incorrect output and reduce a little accuracy of code.
  8. 8.  This project will help me in enhancing my knowledge in various topics like python, image recognition, machine learning, etc.  If this project is successful, it will be useful to recognize blurry or irregular handwritten text. It will increase the efficiency of analyzing the text which is difficult to read manually.
  9. 9.  To develop this project I took reference from Github, YouTube, learned some concepts of python from geeks of geeks, etc.

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