The DL model is deployed on web service called Streamlit Community Cloud which builds the CI/CD pipeline out of the box. The model architecture consists of one input layer, six hidden layers and one output layer. Each 2D convolution layer is followed by max pooling layer in the hidden layers. Despite the small datasets, the model achieved the followings:

• Accuracy: 0.5741
• Val Accuracy: 0.5455
• Loss: 1.0381
• Val Loss: 1.0204

Future Work: Data Augmentation to increase dataset, Fine tuning by testin with different epochs