Attempt on Kaggle Competition: https://www.kaggle.com/c/digit-recognizer
- I tried to normalize the data and build Input pipelines for the model.
- Adding custom activation functions, initializers, regularizers, and constraints to the models
- Built MLP with standardization layer using lambda layer
- Built CNN model.
- MLP model achieved an accuracy of: 0.9695 and a loss of: 0.1017
- CNN model achieved an accuracy of: 0.9767 and a loss of: 0.0824
- Performed evaluation and visualization for both models