Digit Recognition CNN

DataSet From Kaggle Competition - Digit Recognizer

Overview

• Language: Python v3.10.12
• Package: Tensorflow
• Model: CNN
• Loss Function: Cross Entropy
• Optimizer: Adam, Learning Rate = 0.0003
• data augmentation to reduce overfitting

Data Distribution

Loss and Accuracy

Layer

Confusion Matrix - Accuracy Rate 98.66%