CN111310939B - Remote inspection processing system for article recovery - Google Patents
Remote inspection processing system for article recovery Download PDFInfo
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- CN111310939B CN111310939B CN201811511573.5A CN201811511573A CN111310939B CN 111310939 B CN111310939 B CN 111310939B CN 201811511573 A CN201811511573 A CN 201811511573A CN 111310939 B CN111310939 B CN 111310939B
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Abstract
The invention discloses a remote checking and processing system for recycling articles, wherein a server terminal comprises a decision unit; an article recovery unit: for receiving the recovered articles; a data acquisition unit: the system comprises a data acquisition device, a data acquisition device and a data acquisition device, wherein the data acquisition device is used for acquiring data of recovered articles, and the acquired data comprise weight, optical image information, X-ray image information and/or liquid data information; remote checking terminal: and the article recovery unit is used for judging the articles received by the article recovery unit according to the data acquired by the data acquisition unit and sending the judgment result to the decision unit. The remote checking processing system for the article recovery can realize the remote checking and checking of the recovered article with low cost, and the checking terminal has lower cost due to the adoption of a remote checking mode, and people do not need to arrive at the site, so that the recovery article checking is realized in a low-cost environment, and the data support can be provided for machine vision inspection in the future.
Description
Technical Field
The invention relates to the technical field of article recovery, in particular to a remote checking and processing system for article recovery.
Background
In recent years, new power is injected into the household garbage classification field and the renewable resource recycling industry by the application of an Internet plus mode in the recycling industry and the implementation of a household garbage forced classification system since 4 months of 2000, but the current situations of difficult household garbage classification and high recycling cost are not changed, the household garbage classification facilities including intelligent recycling machines still have the states of low use efficiency and disordered put wastes, and the household garbage classification consciousness and willingness are improved on the daily demand, so that a replicable and generalized household garbage classification mode is difficult to form.
In the prior art, when the articles are recovered, if real-time supervision is adopted, great cost is generated, and if no supervision is carried out, the classification of the articles is frequently wrong, so that the subsequent processing efficiency is affected.
Disclosure of Invention
The invention aims to solve the technical problems that when articles are recovered in the prior art, if real-time supervision is adopted, great cost is generated, and if no supervision is adopted, the classification of the articles is frequently wrong, the subsequent processing efficiency is affected, and the invention aims to provide a remote checking and processing system for recovering the articles, so as to solve the problems.
The invention is realized by the following technical scheme:
a remote inspection processing system for item recycling, comprising: the system comprises a recovery terminal, a server terminal and a plurality of remote checking terminals; the recycling terminal comprises an article recycling unit and a data acquisition unit; the server terminal comprises a decision unit; an article recovery unit: for receiving the recovered articles; a data acquisition unit: the system comprises a data acquisition device, a data acquisition device and a data acquisition device, wherein the data acquisition device is used for acquiring data of recovered articles, and the acquired data comprise weight, optical image information, X-ray image information and/or liquid data information; remote checking terminal: the article recovery unit is used for recovering articles received by the article recovery unit according to the data acquired by the data acquisition unit and sending the judging result to the decision unit; decision unit: the system is used for deciding whether the recovered article is received or not according to the judging results of the plurality of remote checking terminals; and the article recycling unit processes the recycled articles according to the decision result of the decision unit.
When the invention is applied, the recovery terminal recovers the articles and collects the data of the articles, wherein the collected data comprises but is not limited to weight, optical image information, X-ray image information and liquid data information; in order to reduce the cost of identifying the articles, the storage personnel are required to carry out basic description on the articles at the recovery terminal, for example, the recovered articles are glass, paper, plastic, steel and the like, then the recovery terminal sends the information to the server terminal, the server terminal generates checking information and distributes the checking information to a plurality of remote checking terminals, the inventor creatively adopts the plurality of remote checking terminals to check the checking information, the remote checking terminals can correspond to professional security check personnel or common personnel, the checking results are sent to a decision unit of the server, the decision unit can select one checking result with more answers as the result, and can also adopt a weighted mode to screen the checking results, thus the low-cost remote checking and checking of the recovered articles can be realized, and the cost of the checking terminal is lower due to the adoption of the remote checking mode, the personnel is not required to arrive at the site, thereby realizing the checking of the recovered articles in a low-cost environment, and further providing data support for the future visual inspection of machines.
Further, the remote checking terminal adopts a mobile phone; the data acquisition unit acquires optical image information and X-ray image information of the recovered object and sends the optical image information and the X-ray image information to the remote checking terminal; and judging the property of the object by the user of the remote checking terminal according to the optical image information and the X-ray image information, and sending the judging result to the decision unit.
When the invention is applied, in order to further reduce the cost of remote checking, the data acquisition unit acquires the optical image information and the X-ray image information of the recovered object, and the user of the remote checking terminal can judge the property of the object only by comparing the optical image information with the X-ray image information.
Further, the remote checking terminal adopts binary judgment; and the decision unit receives all the binary judgment results and then selects the option with the highest ticket number as a decision basis.
When the invention is applied, in order to further reduce the cost of remote checking, the remote checking terminal adopts binary judgment, the binary judgment is to provide a problem of two options, or only answer the problem of yes or no, then the remote checking can be realized by referring to the optical image information and the X-ray image information, and when the decision unit receives all binary judgment results, the decision unit has two options in practice, and the option with the largest ticket number is obtained at the moment to be used as the decision basis, so that the mode is very low in processing cost and labor cost.
Further, the decision unit is further configured to collect a determination result of the remote inspection terminal, and reduce a priority of the remote inspection terminal with a number of determination errors exceeding a threshold.
When the method is applied, in order to ensure the accuracy of decision making by the decision unit, the remote checking terminals are required to be prioritized, the priority is increased for the remote checking terminals with higher judging accuracy, and the priority is reduced for the remote checking terminals with lower judging error times exceeding the threshold.
Further, the server terminal is further configured to collect the data collected by the data collection unit and the decision result generated by the decision unit corresponding to the data, and perform machine learning on the data and the corresponding decision result, and then generate machine vision to judge the article.
When the method is applied, the data collected by the server terminal can be matched with the decision result, so that a mapping relation is generated, the mapping relation is one sample for machine learning, and after a large number of samples are collected, the samples are subjected to machine learning, so that the method can be used for directly judging the articles by machine vision.
Further, the recycling terminal further comprises a communication unit A; the communication unit a communicates with the server terminal and the remote inspection terminal through the internet.
Further, the server terminal further comprises a communication unit B; the communication unit B communicates with the recycling terminal and the remote checking terminal through the Internet.
Further, the decision unit is further configured to score the user of the remote inspection terminal according to occupation, age and/or gender, and increase the priority of the remote inspection terminal with high score.
When the method is applied, the users of the remote checking terminals are required to be scored because of uneven users of the remote checking terminals, the scoring can be carried out in a linear regression mode, and the priority of the remote checking terminals is adjusted according to the result.
Compared with the prior art, the invention has the following advantages and beneficial effects:
the remote checking processing system for the article recovery can realize the remote checking and checking of the recovered article with low cost, and the checking terminal has lower cost due to the adoption of a remote checking mode, and people do not need to arrive at the site, so that the recovery article checking is realized in a low-cost environment, and the data support can be provided for machine vision inspection in the future.
Drawings
The accompanying drawings, which are included to provide a further understanding of embodiments of the invention and are incorporated in and constitute a part of this application, illustrate embodiments of the invention. In the drawings:
FIG. 1 is a schematic diagram of the overall architecture of the present invention;
FIG. 2 is a schematic diagram of a system architecture according to the present invention;
FIG. 3 is a schematic representation of an embodiment of the present invention;
FIG. 4 is a schematic diagram of an embodiment of the present invention.
Detailed Description
For the purpose of making apparent the objects, technical solutions and advantages of the present invention, the present invention will be further described in detail with reference to the following examples and the accompanying drawings, wherein the exemplary embodiments of the present invention and the descriptions thereof are for illustrating the present invention only and are not to be construed as limiting the present invention.
Example 1
As shown in fig. 1 and 2, the remote inspection processing system for article recycling of the present invention includes: the system comprises a recovery terminal, a server terminal and a plurality of remote checking terminals; the recycling terminal comprises an article recycling unit and a data acquisition unit; the server terminal comprises a decision unit; an article recovery unit: for receiving the recovered articles; a data acquisition unit: the system comprises a data acquisition device, a data acquisition device and a data acquisition device, wherein the data acquisition device is used for acquiring data of recovered articles, and the acquired data comprise weight, optical image information, X-ray image information and/or liquid data information; remote checking terminal: the article recovery unit is used for recovering articles received by the article recovery unit according to the data acquired by the data acquisition unit and sending the judging result to the decision unit; decision unit: the system is used for deciding whether the recovered article is received or not according to the judging results of the plurality of remote checking terminals; and the article recycling unit processes the recycled articles according to the decision result of the decision unit.
When the embodiment is implemented, the recycling terminal is used for recycling the articles and collecting data of the articles, wherein the collected data comprises, but is not limited to, weight, optical image information, X-ray image information and liquid data information; in order to reduce the cost of identifying the articles, the storage personnel are required to carry out basic description on the articles at the recovery terminal, for example, the recovered articles are glass, paper, plastic, steel and the like, then the recovery terminal sends the information to the server terminal, the server terminal generates checking information and distributes the checking information to a plurality of remote checking terminals, the inventor creatively adopts the plurality of remote checking terminals to check the checking information, the remote checking terminals can correspond to professional security check personnel or common personnel, the checking results are sent to a decision unit of the server, the decision unit can select one checking result with more answers as the result, and can also adopt a weighted mode to screen the checking results, thus the low-cost remote checking and checking of the recovered articles can be realized, and the cost of the checking terminal is lower due to the adoption of the remote checking mode, the personnel is not required to arrive at the site, thereby realizing the checking of the recovered articles in a low-cost environment, and further providing data support for the future visual inspection of machines.
Example 2
In this embodiment, on the basis of embodiment 1, the remote inspection terminal uses a mobile phone; the data acquisition unit acquires optical image information and X-ray image information of the recovered object and sends the optical image information and the X-ray image information to the remote checking terminal; and judging the property of the object by the user of the remote checking terminal according to the optical image information and the X-ray image information, and sending the judging result to the decision unit.
In the implementation of the embodiment, in order to further reduce the cost of remote inspection, the data acquisition unit acquires the optical image information and the X-ray image information of the recovered object, and the user of the remote inspection terminal can judge the property of the object only by comparing the optical image information with the X-ray image information.
Example 3
In this embodiment, on the basis of embodiment 2, the determination of the remote inspection terminal uses binary determination; and the decision unit receives all the binary judgment results and then selects the option with the highest ticket number as a decision basis.
In order to further reduce the cost of remote inspection, the remote inspection terminal adopts binary judgment, wherein the binary judgment is to provide a question of two options, or only answer a question of yes or no, then remote inspection can be realized by referring to the optical image information and the X-ray image information, and when the decision unit receives all the binary judgment results, the decision unit faces only two options actually, and the option with the highest ticket number is obtained at the moment as the decision basis, so that the mode is very low in both processing cost and labor cost.
Example 4
As shown in fig. 3 and 4, in this embodiment, on the basis of embodiment 3, fig. 3 and 4 are questions of binary judgment received by a remote inspection terminal:
the upper diagram in fig. 3 is the image acquisition information, the lower diagram is the X-ray image information, and then the problem is posed to the user:
please see confirmation:
(1) The upper graph is paper? Is the lower graph not a different material than paper?
(2) If the problem is uncertain, please click on NO;
(3) If the problems are all determined, please click YES;
after the general user sees the X-ray image information of the lower image, he will find that there are other impurities in the paper bag, and at this time, he will select NO, thus completing the inspection process.
The upper diagram in fig. 4 is the image acquisition information, the lower diagram is the X-ray image information, and then the problem is posed to the user:
please see confirmation:
(1) The upper graph is glass? Is the lower graph not a different material than glass?
(2) If the problem is uncertain, please click on NO;
(3) If the problems are all determined, please click YES;
after the general user sees the X-ray image information of the lower image, he will find that the glass bottle has no other sundries, and at this time, he will choose YES, thus completing the inspection process.
Example 5
The decision unit is further configured to collect a result of the determination of the remote inspection terminal, and reduce the priority of the remote inspection terminal with the number of times of the determination error exceeding the threshold value, based on embodiment 1.
In order to ensure the accuracy of decision making by the decision unit, the embodiment needs to prioritize the remote inspection terminals, increase the priority for the remote inspection terminals with higher judgment accuracy, and decrease the priority for the remote inspection terminals with lower judgment errors exceeding the threshold.
Example 6
The embodiment is based on embodiment 1, where the server terminal is further configured to collect data collected by the data collecting unit and decision results generated by a decision unit corresponding to the data, and perform machine learning on the data and the corresponding decision results, and then generate machine vision to determine an article.
When the embodiment is implemented, the data collected by the server terminal can be matched with the decision result, so that a mapping relation is generated, the mapping relation is one sample for machine learning, and after a large number of samples are collected, the samples are subjected to machine learning, so that the method can be used for directly judging the articles by machine vision.
Example 7
The embodiment is further configured to score the user of the remote inspection terminal according to occupation, age and/or gender, and increase the priority of the remote inspection terminal with high score, based on embodiment 1.
When the embodiment is implemented, because the users of the remote inspection terminals are irregular, the users of the remote inspection terminals need to be scored, the scoring can be performed in a linear regression mode, and the priority of the remote inspection terminals is adjusted according to the result. The user is exemplified here, if a registered user is engaged in security check, police, etc. related profession, the priority of the whole user is increased, if a registered user is 30-40 years old, the priority of the registered user is higher than the priority of 20-30 years old, if the sex of a user is female, the priority of the registered user is higher than that of male, and thus, the registered user can be set up so that a round of primary judgment can be made for the user.
The foregoing description of the embodiments has been provided for the purpose of illustrating the general principles of the invention, and is not meant to limit the scope of the invention, but to limit the invention to the particular embodiments, and any modifications, equivalents, improvements, etc. that fall within the spirit and principles of the invention are intended to be included within the scope of the invention.
Claims (8)
1. A remote inspection processing system for article recycling, characterized in that it enables low-cost remote inspection and verification of recycled articles, the remote inspection processing system for article recycling comprising: the system comprises a recovery terminal, a server terminal and a plurality of remote checking terminals; in order to reduce the cost of authenticating the article, a storage personnel is required to describe the article on the basis of the recycling terminal, then the recycling terminal sends the information to the server terminal, and the server terminal generates checking information and distributes the checking information to a plurality of remote checking terminals;
the recycling terminal comprises an article recycling unit and a data acquisition unit;
the server terminal comprises a decision unit;
an article recovery unit: for receiving the recovered articles;
a data acquisition unit: the system comprises a data acquisition device, a data acquisition device and a data storage device, wherein the data acquisition device is used for acquiring data of recovered articles, and the acquired data comprise article types, weights, optical image information, X-ray image information and/or liquid data information;
remote checking terminal: the article recovery unit is used for recovering articles received by the article recovery unit according to the data acquired by the data acquisition unit and sending the judging result to the decision unit; the judgment of the remote checking terminal adopts binary judgment;
decision unit: the system is used for deciding whether the recovered article is received or not according to the judging results of the plurality of remote checking terminals; and the article recycling unit processes the recycled articles according to the decision result of the decision unit.
2. The remote inspection processing system for article recycling according to claim 1, wherein the remote inspection terminal employs a mobile phone; the data acquisition unit acquires optical image information and X-ray image information of the recovered object and sends the optical image information and the X-ray image information to the remote checking terminal; and judging the property of the object by the user of the remote checking terminal according to the optical image information and the X-ray image information, and sending the judging result to the decision unit.
3. The remote inspection processing system for recycling of goods according to claim 2, wherein the decision unit selects the option with the highest ticket number as the decision basis after receiving all the binary judgment results.
4. The remote inspection processing system for article recycling according to claim 1, wherein the decision unit is further configured to collect the result of the judgment of the remote inspection terminal and to decrease the priority of the remote inspection terminal for which the number of judgment errors exceeds the threshold.
5. The remote inspection processing system for recycling of articles according to claim 1, wherein the server terminal is further configured to collect data collected by the data collection unit and decision results generated by a decision unit corresponding to the data, and perform machine learning on the data and the corresponding decision results, and then generate machine vision to determine the articles.
6. The remote inspection processing system for article recycling according to claim 1, wherein the recycling terminal further comprises a communication unit a; the communication unit a communicates with the server terminal and the remote inspection terminal through the internet.
7. The remote inspection processing system for article recovery according to claim 1, wherein the server terminal further comprises a communication unit B; the communication unit B communicates with the recycling terminal and the remote checking terminal through the Internet.
8. The remote inspection processing system for item recycling according to claim 1, wherein the decision unit is further configured to score the users of the remote inspection terminals according to occupation, age and/or gender and to increase the priority of the remote inspection terminals with high scores.
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