convolutional neural networks figure - complete cnn architecture in addition to these basic constructswe will explore few additional topics that are relevant in the context of convolutional layers stride stride can be defined as the amount by which filter/kernel shifts when discussing the sliding of the filter over the input imagewe assumed that the movement was just one unit in the intended direction we canhowevercontrol the sliding movement with number of our choice