Alibaba Group Holding Limited
USING SELECTED COMPONENTS OF FREQUENCY DOMAIN IMAGE DATA IN ARTIFICIAL INTELLIGENCE TASKS

Abstract:

Image data is accessed. The image data includes frequency domain components. A subset of the frequency domain components is selected based on the relative importance of the frequency domain components. Only the subset of the frequency domain components is provided to an accelerator that executes a neural network to perform an artificial intelligence task using the subset of frequency domain components.