depth wise separable convolutions in standard convolution the application of filters across all input channels and the combination of these values are done in a single step def y separable convolution on the other hand breaks us down into two parts the first is depth wise convolution that is it performs the filtering stage and then point wise convolution which performs the combining stage let's get into some details here depth wise convolution applies convolution to a single input channel at a time this is different from the