Which of the following statements is true?

I. A CNN transforms a group of pixels into a collection of electoral outcomes.

II$.$ The hyperparameters are either selected by the user or explicitly specified.

III. Hyperparameter selection can occur through cross$-$validation once the optimal weights have been determined.

IV$.$ Hyperparameters include factors like the quantity of features, their dimensions, the step size, and the count of neurons.

V$.$ Convolutional networks are well$-$suited for image, audio, and text data processing.

Question $27$ options:

I, II$,$ III, IV

I, III, IV$,$ V

II$,$ III, IV$,$ V

None of the above

All of the above