Automatic labeling method and device for industrial product image, electronic equipment and storage medium

A technology for automatic labeling and industrial products, applied in the field of image labeling, can solve the problems of high labor costs and time costs, and achieve the effect of reducing costs and improving labeling efficiency

Active Publication Date: 2021-07-09
JIHUA LAB
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In order to realize the training of industrial robots, it is necessary to label the object pictures as training pictures. When labeling, it is

Method used

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  • Automatic labeling method and device for industrial product image, electronic equipment and storage medium
  • Automatic labeling method and device for industrial product image, electronic equipment and storage medium
  • Automatic labeling method and device for industrial product image, electronic equipment and storage medium

Examples

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Example Embodiment

[0048] Embodiments of the present invention will be described in detail below, and examples of the embodiments are illustrated in the drawings, in which the same or similar reference numerals are indicated by the same or similar elements or elements having the same or similar functions. The embodiments described below are illustrative of the invention, not to be construed as limiting the invention.

[0049]In the description of the invention, it is to be understood that the terms "center", "longitudinal", "horizontal", "length", "width", "thickness", "upper", "under", "front", " After "," left "," right "," vertical "," horizontal "," top "," bottom "," inside "," outside "," clockwise "," counterclockwise "or other indication or The location relationship is based on the orientation or positional relationship shown in the drawings, is merely intended to be described, and not indicating or implying that the device or component must have a specific orientation, with a specific direc...

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Abstract

The invention provides an automatic labeling method and device for an industrial product image, electronic equipment and a storage medium. The method comprises the steps of obtaining a to-be-labeled image and classification information of an object; carrying out segmentation processing on the to-be-labeled image so as to obtain independent images of each component of the to-be-labeled object through segmentation; according to the classification information, recognizing the independent images of all the components of the to-be-labeled object, so that type recognition results of all the components are obtained; according to the type identification result, adding a corresponding label to each component in the to-be-labeled image to obtain a preliminary labeled image; displaying the preliminary annotation image to obtain modification information so as to generate a final annotation image; therefore, each part in the object formed by assembling a plurality of parts can be automatically labeled, the marking efficiency is improved, and the cost is reduced.

Description

technical field [0001] The invention relates to the technical field of image labeling, in particular to an automatic labeling method, device, electronic equipment and storage medium for industrial product images. Background technique [0002] At present, industrial robots are widely used in industrial production to grasp and transfer objects. Some objects are assembled from multiple parts, and when grasping, it is required to only grasp at certain parts, otherwise the object may be damaged. Therefore, it is necessary to train the industrial robot so that the industrial robot can recognize the position of the graspable object. Therefore, it is necessary to train industrial robots to recognize each part of an assembled object. [0003] In order to realize the training of industrial robots, it is necessary to label the object pictures as training pictures. When labeling, it is necessary to add labels to the target positions in the images. The labeling process is generally don...

Claims

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Application Information

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IPC IPC(8): G06K9/46G06K9/62G06T7/00G06N3/04G06N3/08
CPCG06T7/0004G06N3/04G06N3/08G06T2207/10004G06T2207/10024G06T2207/20081G06T2207/20084G06T2207/30108G06V10/44G06V10/751G06F18/40G06F18/241
Inventor 张校志王展林才纺杨远达
Owner JIHUA LAB
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