Convolutional Neural Network - What is the best explanation of CNN?

Convolutional Neural Networks, or CNNs for short, are forward-propagating neural networks that do very well when presented with data in a grid-like structure. Its primary use is in visual image analysis, and it goes by another name: a ConvNet. Its principal application is image recognition and classification.