ShuffleNet Series (Part 2): A Comparison with Popular CNN architectures

Let's recall...

As discussed in depth in Part 1 of this series, born in 2017, ShuffleNet is a powerful CNN architecture for object detection in small devices that works on low computing as well as storage power. It is based on 3 famous architectures; GoogleNet, Xception and ResNet. The primary operation that does all the magic is the Channel Shuffle operation. ShuffleNet has been improved and released as ShuffleNet V2. It highlights 4 guidelines and also implements the same to give a better, fas...