$1.$ In above figure, there are two units represented as red and blue $.$ What is name and functions of these red and blue unit in the above figure, and what this network is called $(2)$

$2.$ How many classes the above network can classify. $(1)$

$3.$ What is name of the function represent in yellow unit and what is its function in the network $(1)$

$4.$ Looking at red rectangle $,$ where F represents filter size, S represents stride $,$ P represents passing What would dimension of Layer C$1$ and C$2$ using the formula $($n$-$f$+2$p$)/$s$+1($n$-$f$+2$p$)/$s$+1(4)$

$5.$ suppose you have $8000$ training images to train this network $,$ how many iteration it takes to complete $1$ epoch of you use batch size of $500(2)$

$6.$ suppose you use Keras Library and sequential model to code this model. Following is the line of the code to create first two layers. What should you write for input$\_$shape. $(2)$

model$=$Sequential$()$

model.add$($Conv$2$D$(32,$ kernel$\_$size $=3,$ activation$=$'relu', input$\_$shape $=?$

$??$ kernel$\_$initializer$=\text{'}$he$\_$normal'$))$ model.add$($Conv$2$D$(32,$ kernel$\_$size $=3,$ activation$=$'relu',kernel$\_$initializer$=\text{'}$he$\_$normal'$))$