https://github.com/lokranjanp/mnist-classifier

mnist digit classifier from scratch and with CNN-tf
https://github.com/lokranjanp/mnist-classifier

mnist mnist-classification mnist-classifier numpy pandas tensorflow

Last synced: 6 days ago
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mnist digit classifier from scratch and with CNN-tf

• Host: GitHub
• URL: https://github.com/lokranjanp/mnist-classifier
• Owner: lokranjanp
• Created: 2024-03-27T11:29:25.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-08-15T11:21:24.000Z (3 months ago)
• Last Synced: 2024-08-16T12:13:56.291Z (3 months ago)
• Topics: mnist, mnist-classification, mnist-classifier, numpy, pandas, tensorflow
• Language: Python
• Homepage:
• Size: 35.1 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
Contains 2 approaches to solving the MNIST Hand Written Digit Classifier.

Main file : Tensorflow Keras API approach.

basic.py : Neural Network from scratch. 

Architecture remains same. 

Input : 28 * 28 pixel Grayscale Image.

Input layer of Neural Network : 784 Neurons (ReLu activation function)

Output : 10 neurons (Softmax Function)

Requirements :

    1) Tensorflow, Keras

    2) Numpy

    3) Pandas