SYSTEM AND METHOD FOR DETECTING COUNTERFEIT PRODUCT BASED ON DEEP LEARNING

摘要

A system for validating a product incudes a computing device having a processor and a non-volatile memory storing computer executable code. The executed code is configured to: receive an instruction from a user when a user views a media file corresponding to the product; upon receiving the instruction, obtain a copy of the media file; process the copy of the media file using a deep learning module to obtain an identification of the product; and validate the product by comparing the identification of the product with a stored identification corresponding to the product. The deep learning module includes convolution layers for performing convolution on the copy of the media file to generate feature maps; a detection module for receiving the feature maps and generating intermediate identifications of the product; and a non-maximum suppression module for processing the intermediate identifications of the product to generate the identification of the product.