In-depth review on Basic, Transposed, Dilated, Separable, Depthwise, and Pointwise convolutions and their applications. — Recent research on CNN architectures include so much different variants of convolutions that confused me while reading these papers. I thought it would be worth it to go through the precise definitions, effects, and use cases(in computer vision & deep-learning) of some of the more popular convolution variants. …