MNIST-digit-recognizer

This is my submission for kaggle competition of MNIST dataset
View my kaggle submission here wherin I achieved an accuracy of 99.089%
I achieved a final accuracy of 99.14% in it
Here, I've used a CNN model and implemented the same using Keras

Convolutional Neural Network plot

This is the model plot for CNN that I've used

Model Accuracy plot

Test Accuracy recorded: 99.14%
Validation Accuracy recorded: 98.79%

Model Loss plot

Test Loss recorded 2.99%
Validation Loss recorded 4.78%

Confusion Matrix

It is used to describe the performance of the classifier model