CN211402179U - Cloud cloth inspecting system - Google Patents
Cloud cloth inspecting system Download PDFInfo
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- CN211402179U CN211402179U CN201921758871.4U CN201921758871U CN211402179U CN 211402179 U CN211402179 U CN 211402179U CN 201921758871 U CN201921758871 U CN 201921758871U CN 211402179 U CN211402179 U CN 211402179U
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- 230000005540 biological transmission Effects 0.000 claims abstract description 31
- 238000007689 inspection Methods 0.000 claims abstract description 19
- 208000028804 PERCHING syndrome Diseases 0.000 claims description 13
- 238000000034 method Methods 0.000 description 9
- 238000005516 engineering process Methods 0.000 description 2
- 230000003993 interaction Effects 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 238000003062 neural network model Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 239000004065 semiconductor Substances 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 1
- 230000000295 complement effect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000002372 labelling Methods 0.000 description 1
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- 238000012986 modification Methods 0.000 description 1
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- 239000004745 nonwoven fabric Substances 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
- 239000002759 woven fabric Substances 0.000 description 1
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Abstract
The application discloses cloth inspection system in high in clouds includes: the cloth inspection machine comprises a network transmission device, a cloth inspection machine control device connected to the network transmission device, a cloth surface image acquisition device and a cloud defect detection device; the cloth inspecting machine control device is used for controlling the operation of the cloth inspecting machine; the cloth cover image acquisition device is used for acquiring cloth cover images; and the cloud defect detection device is used for detecting the cloth surface image and sending a control signal to the cloth inspecting machine control device. The scheme of this application embodiment need not the industrial computer, can prevent the core data in the database from leaking, has also avoided the easy condition of damaging of industrial computer in the transportation among the prior art simultaneously.
Description
Technical Field
The application relates to the technical field of fabric detection, in particular to a cloud cloth inspection system.
Background
In the production line of fabrics such as woven fabric, knitted fabric, nonwoven fabric, etc., it is necessary to detect whether defects, such as stains, holes, fuzz, etc., exist on the produced fabrics. The traditional manual detection often has the problems of low detection precision and low detection speed, and in recent years, the requirements of customers on the product quality are higher and higher, so that the problems of improving the detection accuracy and saving manpower are concerned.
Due to the high error rate and low efficiency of manual detection, in recent years, a machine vision-based cloth defect detection technology is gradually developed to replace manual detection, namely cloth inspecting machine, which uses a camera to collect cloth images and uses a detection algorithm (such as a neural network model) operated by an industrial personal computer to detect the cloth images so as to identify defects. The detection algorithm is usually deployed on a GPU (Graphics Processing Unit) of the industrial personal computer, and a database for identifying the defects is also deployed on the industrial personal computer, which causes core data in the database to be easily leaked, and the industrial personal computer is easily damaged in the transportation process, which causes high after-sale cost.
Disclosure of Invention
In view of the above problem, the embodiment of the utility model provides a high in clouds perching system, it can solve the technical problem that above-mentioned background art part mentioned.
According to the utility model discloses a high in clouds perching system, include: the cloth inspection machine comprises a network transmission device, a cloth inspection machine control device connected to the network transmission device, a cloth surface image acquisition device and a cloud defect detection device; the cloth inspecting machine control device is used for controlling the operation of the cloth inspecting machine; the cloth cover image acquisition device is used for acquiring cloth cover images; and the cloud defect detection device is used for detecting the cloth surface image and sending a control signal to the cloth inspecting machine control device.
Further, the network transmission device comprises a hundred mega switch or a gigabit switch.
Further, the cloth inspecting machine control device comprises a PLC control cabinet or a signal input and output device.
Further, the cloth cover image acquisition device comprises a CCD industrial camera or a CMOS industrial camera.
Further, the cloud defect detection device is a computing device with a detection algorithm.
The cloud defect detection device comprises a network transmission device, a remote terminal control device and a cloud defect detection device, wherein the network transmission device is used for transmitting a detection result of the cloud defect detection device to the remote terminal control device.
Further, the remote terminal control device comprises a terminal controller or an intelligent terminal.
Further, the cloth cover image acquisition device is connected with the network transmission device through an Ethernet port.
Further, the network transmission device is connected with the cloud defect detection device through a mobile wireless access network.
Further, the mobile radio access network is a 5G mobile radio access network.
From above description can see, the utility model discloses a scheme will detect the algorithm and arrange on high in the clouds defect detection device, the corresponding database that is used for detecting the cloth cover fault also arranges on high in the clouds defect detection device, during the detection, the cloth cover image that cloth cover image acquisition device gathered transmits to high in the clouds defect detection device through network transmission device and detects, high in the clouds defect detection device can send control signal to the operation of cloth inspection machine controlling means in order to control the cloth inspection machine according to the testing result, the user field need not the industrial computer, so can prevent the core data leakage in the database, the condition of the easy damage of industrial computer in the transportation has also been avoided simultaneously among the prior art, high in the clouds defect detection device can place at the producer in addition, the producer need not to carry out the debugging that detects the algorithm to the user field.
Drawings
Fig. 1 is a schematic view of a cloud cloth inspecting system according to an embodiment of the present invention.
Detailed Description
The embodiments of the present invention will be described in detail below, and the embodiments described with reference to the drawings are exemplary only for explaining the present invention, and should not be construed as limiting the present invention.
In the description of the present invention, "a plurality" means two or more unless specifically limited otherwise.
In the description of the present invention, it is to be noted that, unless otherwise explicitly specified or limited, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be, for example, fixedly connected, detachably connected, or integrally connected; may be mechanically connected, may be electrically connected or may be in communication with each other; either directly or indirectly through intervening media, either internally or in any other relationship. The specific meaning of the above terms in the present invention can be understood according to specific situations by those skilled in the art.
The following disclosure provides many different embodiments or examples for implementing different features of the invention. In order to simplify the disclosure of the present invention, the components and settings of the specific examples are described below. Of course, they are merely examples and are not intended to limit the present invention. In addition, the present disclosure provides examples of various specific processes and materials, but one of ordinary skill in the art may recognize applications of other processes and/or use of other materials.
Referring to fig. 1, the cloud cloth inspection system according to an embodiment of the present invention may specifically include: the cloth inspection machine comprises a network transmission device 1, a cloth inspection machine control device 2, a cloth surface image acquisition device 3 and a cloud defect detection device 4, wherein the cloth inspection machine control device 2, the cloth surface image acquisition device 3 and the cloud defect detection device 4 are all connected with the network transmission device 1.
In this embodiment, the cloth inspecting machine control device 2 can be connected to a driving motor, an alarm device, etc. on the cloth inspecting machine 21, and is used for controlling the operation of the cloth inspecting machine 21 to realize cloth inspecting operation. For example, the cloth inspecting machine control device 2 may control one or more of start and stop of the cloth inspecting machine 21, conveyance of the cloth to be inspected, labeling, alarming, and light source adjustment, and may also obtain related operation data of the cloth inspecting machine 21. The cloth inspecting machine control device 2 may be, for example, a PLC (Programmable Logic Controller) control cabinet or a signal input/output device (I/O). The cloth inspecting machine control device 2 can be connected with a driving motor, a sensor and the like on the cloth inspecting machine 21.
In this embodiment, the cloth image collecting device 3 may be disposed on the machine body of the cloth inspecting machine 21, or disposed above the cloth inspecting machine 21 through an independent bracket, and the cloth image collecting device 3 is configured to collect a cloth image of the cloth to be tested on the cloth inspecting machine 21. The cloth cover image capturing Device 3 may include a CCD (Charge Coupled Device) or a CMOS (Complementary Metal Oxide Semiconductor) industrial camera, wherein the CCD is a Semiconductor component for recording light changes in a digital camera, and the CMOS is a sensor generally having a sensitivity lower by 10 times than that of the CCD sensor.
In this embodiment, the cloud defect detection apparatus 4 may be a computing device, such as a server, deployed with a detection algorithm for detecting a cloth defect, where the detection algorithm may be, for example, a neural network model detection algorithm. The cloud defect detection device 4 can deploy a detection algorithm on a GPU (Graphics Processing Unit), which is also called a display core, a visual processor, a display chip, or an accelerator card, and is a microprocessor specially used for image operation on a computer, a workstation, and some mobile devices (such as a tablet computer, a smart phone, etc.). In particular, the GPU may be installed in a housing of the cloud GPU host. The cloud defect detection device 4 detects the cloth cover defects, and specifically processes and analyzes the cloth cover images collected by the cloth cover image collection device 3, so as to identify whether the cloth cover has the defects or not.
In this embodiment, cloth inspection machine controlling means 2, cloth cover image acquisition device 3 and high in the clouds defect detection device 4 accessible network transmission device 1 carry out the information, the interaction of signal or data, it is specific, cloth inspection machine controlling means 2 can transmit cloth inspection machine 21's state parameter data to high in the clouds defect detection device 4 through network transmission device 1, cloth cover image acquisition device 3 can transmit the cloth cover image of gathering to high in the clouds defect detection device 4 through network transmission device 1, high in the clouds defect detection device 4 can be according to the testing result with control signal through network transmission device 1 send to cloth inspection machine controlling means 2. Cloth cover image acquisition device 3 can be connected with network transmission device 1 through the ethernet mouth, and cloth inspection machine controlling means 2 accessible serial ports is connected with network transmission device 1, and high in the clouds defect detection device 4 accessible removes wireless access network and is connected with network transmission device 1. Specifically, the mobile radio access network may be a 5G mobile radio access network. Of course, the above connection method is only for illustration, and in the specific implementation, other connection methods other than the above connection method may be adopted according to specific situations. In the present embodiment, the network transmission apparatus 1 may include a hundred mega switch or a giga switch.
In another embodiment, as shown in fig. 1, the cloud perching system may further include a remote terminal control device 5. The remote terminal control device 5 is connected to the network transmission device 1, and may be connected to the network transmission device 1 wirelessly through a route connected to the network transmission device 1 or through a network cable. The remote terminal control device 5 may include a TC (terminal controller) or a smart terminal, which may include one or more of a tablet and a smart phone, for example. The remote terminal control device 5 performs information, data or signal interaction with the cloud defect detection device 4 through the network transmission device 1. Specifically, the remote terminal control device 5 can access the cloud defect detection device 4 for remote control, the cloud defect detection device 4 can send one or more information of videos, pictures, parameters and the like to the remote terminal control device 5, and the remote terminal control device 5 can check through a display screen or an embedded display screen connected with the remote terminal control device.
As can be seen from the above description, the solution of the embodiment of the present invention deploys the detection algorithm on the cloud defect detection device, and the corresponding database for detecting the cloth cover defects is also deployed on the cloud defect detection device, and during the detection, the cloth surface image collected by the cloth surface image collecting device is transmitted to the cloud defect detecting device for detection through the network transmission device, the cloud defect detecting device can send a control signal to the cloth inspecting machine control device according to the detection result to control the operation of the cloth inspecting machine, a user site does not need an industrial personal computer, only needs to remotely control or check the detection of the cloud defect detecting device through a remote terminal device, and thus, the core data in the database can be prevented from being leaked, meanwhile, the condition that a worker control machine is easy to damage in the transportation process in the prior art is avoided, in addition, the cloud defect detection device can be placed in a manufacturer, and the manufacturer does not need to debug the detection algorithm on the user site.
The detailed description set forth above in connection with the appended drawings describes exemplary embodiments but does not represent all embodiments that may be practiced or fall within the scope of the claims. The term "exemplary" used throughout this specification means "serving as an example, instance, or illustration," and does not mean "preferred" or "advantageous" over other embodiments. The detailed description includes specific details for the purpose of providing an understanding of the described technology. However, the techniques may be practiced without these specific details. In some instances, well-known structures and devices are shown in block diagram form in order to avoid obscuring the concepts of the described embodiments.
The previous description of the disclosure is provided to enable any person skilled in the art to make or use the disclosure. Various modifications to the disclosure will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other variations without departing from the scope of the disclosure. Thus, the disclosure is not intended to be limited to the examples and designs described herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (10)
1. High in clouds perching system, its characterized in that includes: the cloth inspection machine comprises a network transmission device, a cloth inspection machine control device connected to the network transmission device, a cloth surface image acquisition device and a cloud defect detection device; wherein,
the cloth inspecting machine control device is used for controlling the operation of the cloth inspecting machine;
the cloth cover image acquisition device is used for acquiring cloth cover images;
and the cloud defect detection device is used for detecting the cloth surface image and sending a control signal to the cloth inspecting machine control device.
2. Cloud perching system according to claim 1, wherein said network transmission device comprises a hundred megabytes or gigabytes switch.
3. The cloud perching system of claim 1, wherein said perching machine control device comprises a PLC control cabinet or a signal input output device.
4. The cloud perching system of claim 1, wherein said cloth cover image capture device comprises a CCD industrial camera or a CMOS industrial camera.
5. The cloud perching system of claim 1, wherein said cloud defect detection device is a computing device deployed with a detection algorithm.
6. The cloud perching system of claim 1, further comprising a remote terminal control device, connected to said network transmission device, for remotely controlling said cloud defect detection device and/or receiving a detection result of said cloud defect detection device.
7. The cloud perching system of claim 6, wherein said remote terminal control device comprises a terminal controller or a smart terminal.
8. Cloud perching system according to any one of claims 1 to 7, wherein said cloth cover image capturing device is connected to said network transmission device through an Ethernet port.
9. Cloud perching system according to any one of claims 1 to 7, wherein said network transmission device is connected to said cloud defect detection device through a mobile wireless access network.
10. The cloud cover system of claim 9, wherein the mobile radio access network is a 5G mobile radio access network.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201921758871.4U CN211402179U (en) | 2019-10-18 | 2019-10-18 | Cloud cloth inspecting system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201921758871.4U CN211402179U (en) | 2019-10-18 | 2019-10-18 | Cloud cloth inspecting system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN211402179U true CN211402179U (en) | 2020-09-01 |
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201921758871.4U Active CN211402179U (en) | 2019-10-18 | 2019-10-18 | Cloud cloth inspecting system |
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| Country | Link |
|---|---|
| CN (1) | CN211402179U (en) |
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2019
- 2019-10-18 CN CN201921758871.4U patent/CN211402179U/en active Active
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