Pointwise Convolution

In this article, we will cover Pointwise Convolution which is used in models like MobileNetV1 and compared it with other variants like Depthwise Convolution and Depthwise Seperable Convolution.

Table of Contents:

IntroductionPointwise Convolution.
2.1. Application of Pointwise Convolution.
2.2. Applying Pointwise Convolution.Gradient Backpropagation of pointwise ConvolutionPointwise A-trous convolutionRunning TimeDepthwise Convolution vs Depthwise Seperable Convolution vs Pointwise Convolu...