https://github.com/naemazam/handwritten-digit-recognition-ai

Handwritten Digit Recognition In Python
https://github.com/naemazam/handwritten-digit-recognition-ai

Last synced: 7 months ago
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Handwritten Digit Recognition In Python

• Host: GitHub
• URL: https://github.com/naemazam/handwritten-digit-recognition-ai
• Owner: naemazam
• License: mit
• Created: 2022-12-03T08:19:55.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2022-12-19T04:49:02.000Z (almost 3 years ago)
• Last Synced: 2025-01-14T14:10:16.011Z (9 months ago)
• Language: Python
• Size: 2.73 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Handwritten-Digit-Recognition-AI

Handwritten Digit Recognition In Python

The Handwritten Digit Recognition In Python was developed using Python Deep Learning, This we are going to implement a handwritten digit recognition app using the MNIST dataset. We will be using a special type of deep neural network that is Convolutional Neural Networks. In the end, we are going to build a GUI in which you can draw the digit and recognize it straight away.

A Handwritten Digit Recognition s the ability of computers to recognize human handwritten digits. It is a hard task for the machine because handwritten digits are not perfect and can be made with many different flavors. The handwritten digit recognition is the solution to this problem which uses the image of a digit and recognizes the digit present in the image.

# Runtime 

Time needed: 5 minutes.

# Installed Libraries

from keras.models import load_model

tkinter 

win32gui

from PIL import ImageGrab, Image

numpy