Kaggle - Digit Recognizer - CNN 99.4% Accuracy

Imaged below is the basic Convolutional Neural Network (CNN) for the Kaggle - Digit Recognizer competition.

Digit Recognizer - Convolutional Neural Network

Digit Recognizer - Convolutional Neural Network

Below provides an overview ensembling the CNN model. With executing the fit_model function 5 times, a total of a 125 epochs were executed.

Digit Recognizer - CNN-Ensemble.png

Running predictions against the test set for each model and averaging the prediction for each image.

Digit Recognizer - CNN - Predict.png

After exporting and submitting results, the basic CNN achieved 99.4% accuracy.

Digit Recognizer _ Kaggle-Submission.png