/mnist_cnn

This project is all about developing a Convolutional Neural Network Model which identifies the handwritten digits.

Primary LanguageJupyter Notebook

Digit Recognizer using Convolutional Neural Networks

Project Description:

Developing a custom CNN model that contains customized convolutional layers, maxpooling, dropout and dense layers by hyperparameter tuning resulting the increase in accuracy.

Prerequisites

  1. Python 3
  2. Neural Networks
  3. Hyperparameter tuning

This project mainly focuses on developing a CNN model to recognize the digits between 0-9. We are provided with train and test data and they are present in digit-recognizer.zip file.