Convolution layer (CONV) The convolution layer (CONV) makes use of filters that perform convolution operations as it really is scanning the input $I$ with regard to its Proportions. Its hyperparameters incorporate the filter size $File$ and stride $S$. The ensuing output $O$ is called characteri