wk6 Flashcards
(4 cards)
1
Q
What is the equation to work out the output size after a convolution
A
New Dimension is equal to the (old dimension - kernel dimension + 2 x Padding) all divided by Stride size, Then +1
2
Q
What is the equation for the number of parameters for each individual convolution
A
Multiply each dimension of the kernel (FxFxD) by the number of kernels used (K) plus K to account of biases
3
Q
How do you calculate the output volume size after padding
A
New dimension is the old dimension - dimension of pool’s corresponding dimension divided by the stride +1
4
Q
How do you calculate the output volume after up-sampling e.g. by transpose kernel
A
New dimension = (old dimension -1) x (Stride - 1) x (pad -1)
3rd dimension is equal to num of filters. D_2 = K
