Express waybill product name identification method, device and equipment and storage medium

Abstract

The invention relates to the field of logistics management, and discloses an express waybill product name identification method, device and equipment and a storage medium. The express waybill productnameidentification method comprises the following steps: acquiring a plurality of first express waybill images shot in advance, marking the first express waybill images to obtain a first image and a second image, respectively inputting the first image and the second image into a preset first YOLOv2 model and a preset second YOLOv2 model for training, and correspondingly obtaining a first detectionmodel and a second detection model; acquiring a to-be-identified second express waybill image, inputting the to-be-identified second express waybill image into the first detection model, outputting the position of a commodity name table in the second express waybill image, intercepting a corresponding table region image, inputting the corresponding table region image into the second detection model, and outputting the position of a text block in the product name table; and calling a character identification model to perform character identification on the position where the character block islocated, outputting and displaying the corresponding productname, and accelerating the identification efficiency of the express waybill product nameby simplifying the inspection and identification process and only selectively recognizing the productname in the express waybill.

Description

technical field [0001] The present invention relates to the field of logistics management, in particular to a method, device, equipment and storage medium for identifying the name of an express delivery item. Background technique [0002] With the rapid development of the Internet of Things industry chain, express transportation, as the underlying industry of major economic modules, not only brings more opportunities for economic development, such as the Pengfei e-commerce platform, the framework construction of the world factory, etc., but also with our Life is closely related and brings a lot of convenience to our life. In the huge Internet of Things network, the solution to its management problems is a piece of express delivery list, which classifies all kinds of express delivery, and plans logistics management from paper, which is decisive for thousands of miles. Looking at the application of the express delivery form, the important information on the form such as the s...

AI Technical Summary

Problems solved by technology

[0004] The main purpose of the present invention is to solve the technical problem of low identification efficiency of the current express surface single product

Images