/MNIST-Handwritten-Digit-Recognition-from-scratch

Building a deep neural network with softmax regression to recognize handwritten digit from scratch

Primary LanguageJupyter Notebook

MNIST-Handwritten-Digit-Recognition

Using Softmax Regression, Softmax Regression with shallow neural network and deep neural network

How to use

  • Open MNIST.ipynb to train model and predict your image

  • Convolutional_Model.ipynb - Implement sobel convolutional and rebuild AlexNet, VGG16, VGG11 architecture

  • Resnet.ipynb - Rebuild AlexNet, VGG16, VGG11 arch