title: what is the relationship between spatial resolution of the image and size of the CNN architecture?
body: <p>I am working on different spatial resolutions of the image and thought to implement CNN architecture for each spatial resolution as resizing images affect the object details. Is there any particular relationship that can quantitatively explained between size of the network and spatial resolution of the image?</p>