https://github.com/vasu7052/recognizing-handwritten-digits

This is a machine learning project created in Python using Neural Networks and Supervised Learning Algorithms.
https://github.com/vasu7052/recognizing-handwritten-digits

machine-learning machine-learning-algorithms numpy python scikit-learn

Last synced: 8 days ago
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This is a machine learning project created in Python using Neural Networks and Supervised Learning Algorithms.

• Host: GitHub
• URL: https://github.com/vasu7052/recognizing-handwritten-digits
• Owner: Vasu7052
• Created: 2018-02-13T11:26:53.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-06-04T06:10:48.000Z (over 6 years ago)
• Last Synced: 2023-10-07T20:25:00.681Z (about 1 year ago)
• Topics: machine-learning, machine-learning-algorithms, numpy, python, scikit-learn
• Language: Jupyter Notebook
• Homepage:
• Size: 2.65 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Recognizing Hand-written Digits

This is a computer program implementing a neural network that learns to recognize handwritten digits. The program is just few lines long, and uses no special neural network libraries (however Scikit-learn is used for supervised learning). But this short program can recognize digits with an accuracy over 96 percent, without human intervention. 

# Libraries used :

1. Numpy

2. Pandas

3. Matplotlib

4. Scikit-Learn

# Some Screenshots

Here are some of the screenshots of running program.

![](https://github.com/Vasu7052/Recognizing-Handwritten-Digits/blob/master/ScreenShots/ss1.png)

![](https://github.com/Vasu7052/Recognizing-Handwritten-Digits/blob/master/ScreenShots/ss7.png)

![](https://github.com/Vasu7052/Recognizing-Handwritten-Digits/blob/master/ScreenShots/ss3.png)

![](https://github.com/Vasu7052/Recognizing-Handwritten-Digits/blob/master/ScreenShots/ss4.png)

![](https://github.com/Vasu7052/Recognizing-Handwritten-Digits/blob/master/ScreenShots/ss5.png)

![](https://github.com/Vasu7052/Recognizing-Handwritten-Digits/blob/master/ScreenShots/ss6.png)

![](https://github.com/Vasu7052/Recognizing-Handwritten-Digits/blob/master/ScreenShots/ss2.png)

![](https://github.com/Vasu7052/Recognizing-Handwritten-Digits/blob/master/ScreenShots/ss8.png)