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aswintechguy
GitHub Repository: aswintechguy/Deep-Learning-Projects
Path: blob/main/MNIST Handwritten Digits Recognition - Image Classification/README.md
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MNIST Handwritten Digits Recognition - Image Classification

Complete Video Tutorial: https://youtu.be/e1HqOjLCvms

Dataset Information

This dataset allows you to study, analyze and recognize elements in the images. That’s exactly how your camera detects your face, using image recognition! It’s a digit recognition problem. This data set has 49,000 images of 28 X 28 size, totalling 49 MB.

Download link: https://datahack.analyticsvidhya.com/contest/practice-problem-identify-the-digits/

Libraries

  • pandas
  • matplotlib
  • keras
  • tensorflow
  • scikit-learn
  • Neural Network

  • Basic CNN Network
  • Accuracy: 98.38