Downsampling and Upsampling in CNN

There is no doubt that convolution neural network gave a huge progress to computer vision sector and in this article I will walk with you in short journey with some of its concepts specially downsampling and upsampling in CNN.

Table of contents:1. Recap of what CNN is.2. Downsampling in CNN.3. Different ways for downsampling.4. Upsampling in CNN.5. Different ways for upsampling.

In sake of visual understanding of todays concepts i will use the coming fully convolution network.

1. Recap of ...