D5 · Seeing
Channels and Depth
Count the parameters in a convolution layer and say what one output channel is made of.
Every kernel so far was a flat 3 by 3 square. A color photo has three channels. So a kernel that reads it is a small cube, 3 by 3 by 3. It multiplies all 27 weights with the pixels under it and adds them into one number.