Model training and Tuning: $[15$ Marks$]$

A$.$ Split the data into train and test with $80$:$20$ proportion. $[2$ Marks$]$

B$.$ Train a model using any Supervised Learning algorithm and share performance metrics on test data. $[3$ Marks$]$

C$.$ Train a model using Neural Network and share performance metrics on test data. $[4$ Marks$]$

D$.$ Train a model using a basic CNN and share performance metrics on test data. $[4$ Marks$]$

E$.$ Predict the class$/$label of image $$Prediction$.$jpg$$ using best performing model and share predicted label. $[2$ Marks