MNIST

Digit Classification using CNN

State of Art accuracy is 99.79% and I achieved 99.51%

Highlights -

1. T-SNE and visualization of MNIST Data
2. Baseline model using simple CNN (97.91%)
3. Single Convolutional and Single Max pooling (98.77%)
4. Deep CNN (98.89%)
5. Data Augmentation (99.51%)