Last day I learned about the convolution neural network, And went through some implementations of CNN using Tensorflow, All the implementation only specify the size, number of filters and strides for the filter. But when I learned about the filter it says that filter on each layer extracts different feature like edges, corners etc.
My question is can we explicitly specify filter which all feature we should extract, Or which portion for the image is more important etc
All the explanation says that we take a small part of an input image a slide across it with convolving. If so do we take all the parts of image and convolve across the image?