Method and device for identifying number of to-be-detected cargoes

Abstract

The embodiment of the invention provides a method and device for identifying the number of to-be-detected cargoes. The method comprises the steps of collecting a front image and a top image of a wholesupport of to-be-detected cargoes; performing white balance processing on the image; inputting the white balance front image into a first segmentation model to obtain a segmented front container image; inputting the white balance top image into a second segmentation model to obtain a segmented top container image and the number of vacant layers corresponding to the top container image; and basedon the segmented front container image, the segmented top container image and the number of vacant layers corresponding to the top container image, determining the number of to-be-identified cargos ofthe whole support; wherein the first segmentation model and the second segmentation model are obtained based on machine learning. According to the method and the device provided by the embodiment ofthe invention, the accuracy and the efficiency of cargo quantity statistics are improved.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a method and a device for identifying the quantity of goods to be detected. Background technique [0002] In traditional logistics and warehousing, the quantity statistics of goods are often used in handover scenarios, which are currently mainly done manually. When the goods enter the storage warehouse from the production line or are transported from the warehouse to the dealer, they need to be registered in and out of the warehouse. When the goods are transported in a whole pallet, the total number of boxes printed on the surface of the box body can be directly registered; when the goods are not full, the staff is required Count the number of boxes of Bento cargo by yourself. In the case of a large flow of goods or handover between the two parties, the required human resources will increase accordingly, and when the human resources are limited, the workload will increa...

AI Technical Summary

Problems solved by technology

[0006] The embodiment of the present invention provides a method and device for identifying the quantity of goods to be detected, which is used to solve the problem that the existing intelligent counting method cannot be applied to the quantity of whole pallets and the accuracy and efficiency of manual counting are low

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