Article classification counting method and device based on image recognition and storage medium

A technology of classification counting and image recognition, which is applied in image analysis, image data processing, image enhancement, etc., can solve problems such as lack of item photo processing, blurred items, inaccurate statistical rate, etc., to improve image quality, reduce judgment, Image area complete effect

Pending Publication Date: 2021-02-12
安徽启新明智科技有限公司
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Problems solved by technology

However, the problem is that the image processing function is insufficient: after the photo processing of the item, the item becomes blurred, and the photo processing of the item is missing, resulting in an inaccurate statistical rate

Method used

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  • Article classification counting method and device based on image recognition and storage medium
  • Article classification counting method and device based on image recognition and storage medium
  • Article classification counting method and device based on image recognition and storage medium

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Embodiment Construction

[0038] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0039] see Figure 1-7 , the present invention provides a technical solution:

[0040] A method for classifying and counting items based on image recognition, comprising:

[0041] S101. Acquisition of images: obtaining photos of items;

[0042] S102, image preprocessing: select a photo of the item, transform the gray scale of the photo, and then filter to obtain a binary image;

[0043] S103, feature extraction of the item: extract the color feature accordi...

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Abstract

The invention relates to the technical field of article identification statistics, in particular to an article classification counting method and device based on image identification and a storage medium. The method comprises the steps of selecting a photo of an object, performing gray scale transformation on the photo, and then performing filtering processing to obtain a binary image; extractingcolor features according to the binary image, then carrying out image graying processing, extracting object contours and geometrical shape features in sequence, and obtaining a target area image through the difference between the original image and the binary image; filling and repairing defects existing in the target area image to obtain an optimized binary image; and performing scanning identification on the optimized binary image in an up-and-down and left-and-right sequence to obtain the number of articles. According to the method, the image quality is improved, so that the image area is complete, judgment of a program on a frame can be reduced, the speed is increased, and meanwhile, the error rate is reduced by extracting geometrical shape features.

Description

technical field [0001] The invention relates to the technical field of item identification and statistics, in particular to a method, device and storage medium for item classification and counting based on image identification. Background technique [0002] Items need to be classified and counted in an assembly line or a place where items are mixed. At present, manual statistics are generally used for classification and counting. This method is time-consuming and inefficient. [0003] Image recognition is a basic technical means of artificial intelligence. At present, image recognition is by extracting the features of each pixel in the image to be recognized, and comparing it with the features of each pixel in the existing image. When the similarity of point features is within the set range, the item in the existing image is output as the item in the image to be recognized. But the problem is that the image processing function is insufficient: after the photo processing of...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/136G06T5/00G06T7/90
CPCG06T5/005G06T7/0002G06T2207/30242G06T7/136G06T7/90
Inventor 吴勇敢
Owner 安徽启新明智科技有限公司
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