Receptive field - AshokBhat/ml GitHub Wiki

About

Receptive Field in CNN - the part of the image that is visible to one convolution filter at a time.

Impact of stacking

  • Increases linearly with stacking more convolutional layers
  • Increases exponentially when stacking across convolutions.

FAQ

  • What is the receptive field in CNN?
  • How does the receptive field change with the stacking of convolutional layers?

See also