Method for light weighting of artificial intelligence model, and computer program recorded on record-medium for executing method therefor

Abstract

A method of lightweighting an artificial intelligence model can increase inference speed while maintaining accuracy of the artificial intelligence model for detecting objects in an image captured by a camera as much as possible. The method may include the steps of: pruning an artificial intelligence model machine-learned using a first data set, by a data processing device; quantizing the pruned artificial intelligence model, by the data processing device; and learning the artificial intelligence model by imitating another artificial intelligence model previously trained using a second data set including a larger amount of data than the first data set, by the data processing device.

Dependencies are inferred from the claim text.