DATA PROCESSING METHOD, DATA TRAINING METHOD, DATA IDENTIFYING METHOD AND DEVICE, AND STORAGE MEDIUM

摘要

A data processing method, a data training method, a data identifying method and device, and a storage medium. The data processing method comprises: inputting first feature data having a first number of channels into a first type of convolution layer having a second number of filters, and outputting second feature data having a second number of channels; inputting the second feature data having the second number of channels into a second type of convolution layer having the second number of filters, and generating, according to a learnable mask parameter in the second type of convolution layer, a mask of the weight of each filter in the second type of convolution layer by means of a neural network; determining a connection mode between each filter in the second type of convolution layer and each channel in the second feature data according to the mask; calculating the second feature data according to a mapping relationship obtained by the connection mode to obtain third feature data; and inputting the third feature data having the second number of channels into a third type of convolution layer having the first number of filters, and outputting fourth feature data having the first number of channels.