In this kernel, I have created a Deep Convolutional Neural Network (CNN) model to recognize different handwritten digits and classify them. The dataset used here is actually from Digit Recognition Competition.
Frameworks
- Tensorflow v2 - A open sourced machine learning framework from Google.
- Keras - A open sourced neural network library running on top of tensorflow.
- Importing Libraries
- Preparing the Dataset
- Model Building
- Model Fitting
- Analyzing the model
- Predicting the test data