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Numerical control machine tool workpiece machining allowance determining method based on image recognition

A machining allowance, CNC machine tool technology, applied in image data processing, image analysis, three-dimensional object recognition and other directions, can solve the problem of inability to control the workpiece processing process, and achieve the effect of convenient processing

Active Publication Date: 2022-07-05
中科航迈数控软件(深圳)有限公司
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Problems solved by technology

[0004] The technical problem to be solved by the present invention is to provide a method for determining the machining allowance of CNC machine tool workpieces based on image recognition in view of the above-mentioned defects of the prior art, aiming to solve the problem that the machining allowance of workpieces cannot be monitored in the prior art , so that it is impossible to control the processing of the workpiece

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  • Numerical control machine tool workpiece machining allowance determining method based on image recognition
  • Numerical control machine tool workpiece machining allowance determining method based on image recognition
  • Numerical control machine tool workpiece machining allowance determining method based on image recognition

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[0042] In order to make the objectives, technical solutions and effects of the present invention clearer and clearer, the present invention will be further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.

[0043] This embodiment provides a method for determining the machining allowance of a CNC machine tool workpiece based on image recognition. In specific implementation, this embodiment first obtains image data of the workpiece to be processed, and performs feature recognition on the image data to determine the shape of the workpiece in the image data. feature, and based on the shape feature of the workpiece, a reference 3D model corresponding to the shape feature of the workpiece is determined, and the reference 3D model is used to reflect the workpiece shape of the workpiece to be pr...

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Abstract

The invention discloses a numerical control machine tool workpiece machining allowance determination method based on image recognition, and the method comprises the steps: obtaining image data of a to-be-machined workpiece, carrying out the feature recognition of the image data, determining the workpiece shape features in the image data, and determining a reference 3D model corresponding to the workpiece shape features based on the workpiece shape features, the reference 3D model is used for reflecting the workpiece shape of the to-be-machined workpiece after machining is completed; acquiring laser point cloud data of the to-be-processed workpiece, and determining a real-time 3D model of the to-be-processed workpiece based on the laser point cloud data; and according to the real-time 3D model and the reference 3D model, the machining allowance of the workpiece to be machined is determined. According to the invention, the machining allowance can be tracked in real time, and the workpiece to be machined can be machined conveniently.

Description

technical field [0001] The invention relates to the technical field of numerical control machine tools, in particular to a method for determining the machining allowance of a numerical control machine tool workpiece based on image recognition. Background technique [0002] With the advancement of CNC machining technology, more and more workpieces can be processed by CNC machine tools. The current CNC machine tools include CNC lathes, CNC milling machines, etc. However, when the current data machine tools process workpieces, they basically call the corresponding fixtures, tools and other components according to the preset processing process information and follow the preset machining process information. The machining path is used to machine the workpiece. However, the machining allowance of the workpiece is not monitored, so that the machining process of the workpiece cannot be controlled. [0003] Therefore, the existing technology still needs to be improved and improved....

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V20/64G06V10/44G06V10/764G06V10/82G06K9/62G06N3/04G06N3/08G06T7/521B23Q1/00
CPCG06N3/08G06T7/521B23Q1/0009G06T2207/10028G06T2207/30108G06N3/045G06F18/241Y02P90/30
Inventor 吴承科刘祥飞谭家娟鲁江权杨之乐蒋锐郭媛君李骁
Owner 中科航迈数控软件(深圳)有限公司
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