LeNet and convolutional networks

A convolutional network learned to recognise handwritten digits in a real banking system.

LeNet combined convolutions, shared weights and backpropagation in a practical document-recognition system. It was an important bridge from laboratory idea to industrial use: the network learned local visual features itself and operated on a real stream of cheques.

Sources

Proceedings of the IEEEOpen primary source