https://github.com/f-ssemwanga/handwriting_cnn

Handwritting Recongnition CNN
https://github.com/f-ssemwanga/handwriting_cnn

cnn-keras computer-vision machine-learning matplotlib-pyplot numpy python

Last synced: 4 months ago
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Handwritting Recongnition CNN

• Host: GitHub
• URL: https://github.com/f-ssemwanga/handwriting_cnn
• Owner: f-ssemwanga
• Created: 2023-08-31T08:24:18.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-08-31T20:28:13.000Z (about 2 years ago)
• Last Synced: 2025-01-12T02:06:15.571Z (10 months ago)
• Topics: cnn-keras, computer-vision, machine-learning, matplotlib-pyplot, numpy, python
• Language: Jupyter Notebook
• Homepage:
• Size: 27.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
## Problem Definition

- The CNN will use an MNIST dataset is a subset of a larger dataset available from NIST and was copied from [Yann.lecun.com](http://yann.lecun.com/exdb/mnist/)

### Aim of the classifier

- The aim of the classifier is to take digits in the format provided and correctly identify the digit that was written

![Handwriting Recognition](./images/handwritting_recog.png)

![CNN Model Illustration](./images/keras_cnn_model.png)