CN115456812A - Intelligent construction site management method, device, equipment and medium - Google Patents
Intelligent construction site management method, device, equipment and medium Download PDFInfo
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- CN115456812A CN115456812A CN202211118621.0A CN202211118621A CN115456812A CN 115456812 A CN115456812 A CN 115456812A CN 202211118621 A CN202211118621 A CN 202211118621A CN 115456812 A CN115456812 A CN 115456812A
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/08—Construction
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
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- G06V10/40—Extraction of image or video features
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- G—PHYSICS
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/761—Proximity, similarity or dissimilarity measures
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
Abstract
The present application relates to the field of building site management technologies, and in particular, to a method, an apparatus, a device, and a medium for intelligent building site management. The method comprises the steps of obtaining construction site image information, wherein the construction site image information at least comprises building construction image information; determining construction information according to the building construction image information; judging whether the construction information meets a preset construction information threshold value or not; and if not, generating alarm information according to the construction information and a preset alarm template and giving an alarm. The technical effects of this application: and the construction site management cost is reduced.
Description
Technical Field
The application relates to the technical field of construction site management, in particular to an intelligent construction site management method, device, equipment and medium.
Background
The construction industry is one of the important material production departments and the pillar industry of national economy in China, meanwhile, the construction industry is also a high-risk industry with multiple safety accidents, and the construction site management is more and more important.
In the related art, the method for managing the construction site is to manage according to monitors, the monitors need to record according to the site conditions of the construction site, when the construction site is large, a plurality of monitors need to record on the site simultaneously, and the recorded results are uploaded, so that the labor cost is high.
Therefore, how to reduce the cost of worksite management is a technical problem to be solved by those skilled in the art.
Disclosure of Invention
In order to reduce the construction site management cost, the application provides an intelligent construction site management method, device, equipment and medium.
In a first aspect, the present application provides an intelligent construction site management method, which adopts the following technical scheme:
an intelligent worksite management method, comprising:
acquiring construction site image information, wherein the construction site image information at least comprises construction image information;
determining construction information according to the building construction image information;
judging whether the construction information accords with a preset construction information threshold value;
and if not, generating alarm information according to the construction information and a preset alarm template and giving an alarm.
Through adopting above-mentioned technical scheme, confirm construction information according to the building site image information who acquires to judge that construction information is enough to accord with and predetermine the construction information threshold value, if not conform to, then according to construction information and predetermine the warning template and generate alarm information and report to the police, through the relation of the construction information that confirms according to the building site image that acquires and predetermine the construction information threshold value, manage the building site, avoided the control to the management in building site, reduced the cost of building site management.
The present application may be further configured in a preferred example to: the determining construction information according to the building construction image information comprises:
preprocessing the building construction image information to obtain preprocessed building construction image information;
and performing information calculation according to the preprocessed building construction image information and a preset height to obtain construction information.
By adopting the technical scheme, the construction image information is preprocessed, and information calculation is carried out according to the preprocessed construction image information and the preset height, so that the accuracy of construction information calculation is improved.
The present application may be further configured in a preferred example to: the construction site image information further comprises constructor image information, if the construction site image information does not conform to the construction site image information, the construction site image information and a preset alarm template generate alarm information and alarm, and then the construction site image information further comprises:
judging whether the constructor wears safety appliances or not according to the constructor image;
if the image is not worn, determining constructor information according to the constructor image;
and generating reminding information according to the constructor information and reminding.
By adopting the technical scheme, whether the safety user is worn by the constructor is judged according to the constructor image, if the safety user is not worn, the construction worker information determined according to the constructor image generates the reminding information and reminds, and the safety of intelligent construction site management is improved.
The application may be further configured in a preferred example to: the judging whether the constructor wears the safety appliance according to the constructor image comprises the following steps:
preprocessing the constructor image to obtain an image of the head of the constructor;
performing feature extraction on the head image of the constructor to obtain the head image feature of the constructor;
performing similarity calculation according to the head image characteristics of the constructors and the head image characteristics of preset constructors to obtain similarity values;
and if the similarity value is smaller than a preset similarity threshold value, determining that the construction personnel does not wear the safety appliance.
By adopting the technical scheme, the head image of the constructor is obtained by preprocessing the head image of the constructor, the head image of the constructor is subjected to feature extraction to obtain the head image feature of the constructor, the similarity calculation is carried out on the head image feature of the constructor and the head image feature of the preset constructor to obtain the similarity value, when the similarity value is smaller than the preset similarity threshold value, the constructor is determined not to wear the safety appliance, and the similarity calculation is carried out on the head image feature of the constructor and the head image feature of the preset constructor after the feature extraction, so that the accuracy of judging whether the constructor wears the safety appliance is improved.
The application may be further configured in a preferred example to: after the prompting information is generated according to the constructor information and is prompted, the method further comprises the following steps:
acquiring gas information of a construction site;
judging whether the gas information of the construction site is greater than a preset gas safety threshold value or not;
and if the gas quantity is larger than the preset value, generating gas alarm information according to the gas information of the construction site and giving an alarm.
Through adopting above-mentioned technical scheme, through judging that building site gas information is greater than preset gaseous safety threshold, if be greater than, then according to building site gas information generation alarm information and report to the police, through monitoring building site gas information, improved the security of wisdom building site management.
The present application may be further configured in a preferred example to: before preprocessing the constructor image to obtain a constructor head image, the method further comprises the following steps:
performing feature extraction on the constructor image to obtain constructor image features;
performing similarity calculation according to the image characteristics of the constructors and preset constructors to obtain a similarity value;
judging whether the similarity value is larger than a preset similarity threshold value or not;
and if not, generating identity alarm information according to the constructor image and giving an alarm.
By adopting the technical scheme, the image characteristics of the constructors are obtained by extracting the characteristics of the images of the constructors, similarity calculation is carried out according to the image characteristics of the constructors and the preset image characteristics of the constructors, when the similarity value is not greater than the preset similarity threshold value, identity alarm information is generated according to the images of the constructors and an alarm is given, and the similarity calculation is carried out on the image characteristics of the constructors and the preset image characteristics of the constructors, so that the accuracy of identity monitoring of the constructors is improved.
The present application may be further configured in a preferred example to: if the construction information does not accord with the preset alarm template, alarm information is generated according to the construction information and the preset alarm template, and after the alarm, the method further comprises the following steps:
acquiring construction time;
determining the current construction progress according to the construction site image;
predicting according to the current construction progress and the construction time to obtain a prediction result;
and sending the prediction result and the current construction progress to a display platform for displaying.
By adopting the technical scheme, the current construction progress is determined according to the construction site image, prediction is carried out according to the current construction progress and the obtained construction time, a prediction result is obtained, the prediction result and the current construction progress are sent to the display platform, and the comprehensiveness of intelligent construction site management is improved.
The second aspect, the application provides an wisdom building site management device adopts following technical scheme:
an intelligent building site management device comprises
An acquisition module: the system comprises a data processing unit, a data processing unit and a data processing unit, wherein the data processing unit is used for acquiring construction site image information at least comprising building construction image information;
a determination module: the construction information is determined according to the building construction image information;
a judging module: the construction information judging module is used for judging whether the construction information accords with a preset construction information threshold value;
an alarm module: and if the construction information does not meet the preset alarm template, generating alarm information according to the construction information and the preset alarm template and giving an alarm.
By adopting the technical scheme, the construction information is determined according to the acquired construction site image information, the construction information is judged to be in accordance with the preset construction information threshold value, if the construction information is not in accordance with the preset construction information threshold value, alarm information is generated and an alarm is given according to the construction information and the preset alarm template, the construction site is managed through the relationship between the construction information determined according to the acquired construction site image and the preset construction information threshold value, the management of the monitoring to the construction site is avoided, and the construction site management cost is reduced.
In a third aspect, the present application provides an electronic device, which adopts the following technical solutions:
at least one processor;
a memory;
at least one application, wherein the at least one application is stored in the memory and configured to be executed by the at least one processor, the at least one application configured to: the intelligent construction site management method is executed.
In a fourth aspect, the present application provides a computer-readable storage medium, which adopts the following technical solutions:
a computer-readable storage medium having stored thereon a computer program which, when executed in a computer, causes the computer to execute the above-described intelligent worksite management method.
In summary, the present application includes at least one of the following beneficial technical effects:
the construction information is determined according to the acquired construction site image information, the construction information is judged to be in accordance with the preset construction information threshold value, if the construction information is not in accordance with the preset construction information threshold value, alarm information is generated according to the construction information and the preset alarm template, and an alarm is given out.
Drawings
Fig. 1 is a schematic flowchart illustrating an intelligent worksite management method according to an embodiment of the present disclosure;
fig. 2 is a schematic structural diagram of an intelligent worksite management apparatus according to an embodiment of the present disclosure;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The present application is described in further detail below with reference to fig. 1-3.
The present embodiment is only for explaining the present application, and it is not limited to the present application, and those skilled in the art can make modifications of the present embodiment without inventive contribution as needed after reading the present specification, but all of them are protected by patent law within the scope of the claims of the present application.
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments in the present application without making any creative effort belong to the protection scope of the present application.
In addition, the term "and/or" herein is only one kind of association relationship describing an associated object, and means that there may be three kinds of relationships, for example, a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the character "/" herein generally indicates that the former and latter associated objects are in an "or" relationship, unless otherwise specified.
The embodiments of the present application will be described in further detail with reference to the drawings attached hereto.
In the related art, the method for managing the construction site is to manage according to monitors, the monitors need to record according to the site conditions of the construction site, when the construction site is large, a plurality of monitors need to record on the site simultaneously, and the recorded results are uploaded, so that the labor cost is high.
In order to solve the above technical problem, embodiments of the present application provide a method, an apparatus, a device, and a medium for smart site management. The construction information is determined according to the acquired construction site image information, the construction information is judged to be in accordance with a preset construction information threshold value, if not, alarm information is generated according to the construction information and a preset alarm template, and an alarm is given, and the construction site is managed through the relation between the construction information determined according to the acquired construction site image and the preset construction information threshold value, so that the management of the construction site by monitoring is avoided, and the cost of construction site management is reduced.
The embodiment of the application provides an intelligent construction site management method, which is executed by electronic equipment, wherein the electronic equipment can be a server or terminal equipment, the server can be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, and a cloud server for providing cloud computing service. The terminal device may be a smart phone, a tablet computer, a notebook computer, a desktop computer, or the like, but is not limited thereto, and the terminal device and the server may be directly or indirectly connected through wired or wireless communication, and the embodiment of the present application is not limited herein.
Referring to fig. 1, fig. 1 is a schematic flowchart of an intelligent worksite management method according to an embodiment of the present disclosure. As shown in fig. 1, the method includes step S101, step S102, step S103, and step S104, wherein:
step S101: and acquiring construction site image information, wherein the construction site image information at least comprises building construction image information.
And the building construction image information is a current building construction image. The method for acquiring the building site image information can be used for placing a plurality of cameras above the building site, the cameras are used for shooting the building site image information, and after receiving an intelligent building site management request triggered by a user, the electronic equipment acquires the building site image information shot by the cameras.
Step S102: and determining construction information according to the building construction image information.
The construction information is the construction condition of the current building, and after the construction image information is obtained, the construction condition of the current building is determined according to the construction image information and the preset construction image information. The method for determining the construction information according to the building construction image information in the embodiment of the present application may be determined by using a trained neural network model, may also be determined by using an image processing method, and may also be determined by using a manual method, which is not limited in the embodiment of the present application.
Step S103: and judging whether the construction information meets a preset construction information threshold value.
In the embodiment of the application, the preset construction information threshold is the construction standard of the current building, when the construction information meets the construction standard of the current building, no alarm is given, and when the construction information does not meet the construction standard of the current building, an alarm is given.
Step S104: and if not, generating alarm information according to the construction information and a preset alarm template and giving an alarm.
Presets the warning template in advance among the electronic equipment, when construction information is not conform to and presets the construction information threshold value, according to construction information and preset the warning template and generate alarm information, wherein, presets the warning template and can be for: "the current construction information is not satisfactory, please verify! | A ! "and may be other templates, which are not limited in the embodiments of the present application.
The embodiment of the application does not limit the alarm mode, and can be one or more of broadcast alarm, optical alarm and short message sending prompt.
In the embodiment of the application, construction information is determined according to the acquired construction site image information, the construction information is judged to be in accordance with the preset construction information threshold value, if not, alarm information is generated according to the construction information and the preset alarm template, an alarm is given, the construction site is managed through the relation between the construction information determined according to the acquired construction site image and the preset construction information threshold value, the management of the monitoring on the construction site is avoided, and the cost of the construction site management is reduced.
In a possible implementation manner of the embodiment of the application, determining the construction information according to the building construction image information includes:
preprocessing the building construction image information to obtain preprocessed building construction image information;
and performing information calculation according to the preprocessed building construction image information and the preset height to obtain construction information.
The preprocessing method can be any one or more of a geometric transformation method, image enhancement and positioning correction. And after the preprocessed building construction image information is acquired, performing information calculation according to the preprocessed building construction image information and the arrangement height of the camera device to obtain actual building construction information.
In the embodiment of the application, the construction information is preprocessed, and information calculation is performed according to the preprocessed construction image information and the preset height, so that the accuracy of construction information calculation is improved.
In a possible implementation manner of the embodiment of the application, the construction site image information further includes constructor image information, and if the construction site image information does not correspond to the constructor image information, the construction site image information and the preset alarm template generate alarm information and alarm, and then the construction site image information further includes:
judging whether the constructor wears the safety appliance or not according to the constructor image;
if the image is not worn, determining constructor information according to the constructor image;
and generating reminding information according to the information of the constructors and reminding.
Wherein, safety device is at building site constructor's safety protection apparatus, generally is the safety helmet, after acquireing the constructor image, can judge whether constructor wears safety device according to the constructor image. The method for judging whether the constructor wears the safety appliance can be as follows: the judgment is carried out by utilizing the image recognition, and the judgment can also be carried out by utilizing a trained neural network model, and the embodiment of the application is not limited to the judgment, so long as the purpose of the embodiment of the application can be realized.
When the constructor does not wear the safety user, the constructor information is determined according to the constructor image, wherein the constructor information comprises constructor identity information. The method for determining the constructor information according to the constructor image can be as follows: the method comprises the steps of extracting features of constructor images to obtain constructor image features, conducting similarity calculation according to the constructor image features and preset constructor image features to obtain identity similarity values, and if the identity similarity values are larger than a preset similarity threshold value, obtaining constructor information corresponding to the preset constructor image features from corresponding relations, wherein the corresponding relations are corresponding relations between different preset constructor image features and different constructor information.
After the constructor information is determined, reminding information is generated according to the constructor information and a preset reminding template, wherein the preset reminding template can be XXX, please wear a safety appliance! | A ! "of course, other templates are also possible, and the embodiments of the present application do not limit this.
In this application embodiment, whether the safety user is worn by the constructor is judged according to the constructor image, if not, the constructor information determined according to the constructor image is generated and is reminded, and the safety of intelligent construction site management is improved.
A possible implementation of the embodiment of the application, whether to wear the safety appliance according to the image of the constructor includes:
preprocessing the image of the constructor to obtain an image of the head of the constructor;
extracting the characteristics of the head image of the constructor to obtain the characteristics of the head image of the constructor;
performing similarity calculation according to the head image characteristics of the constructors and the head image characteristics of the preset constructors to obtain similarity values;
and if the similarity value is smaller than the preset similarity threshold value, determining that the construction personnel does not wear the safety appliance.
The preprocessing method can be used for cutting the image and extracting the region of interest, and the information irrelevant to judging whether the constructor wears the safety appliance is removed by preprocessing the image of the constructor, so that the accuracy of judging whether the constructor wears the safety appliance is improved.
The method comprises the steps that preset constructor head image features are pre-stored in the electronic equipment, after the constructor head image features are obtained by performing feature extraction on constructor head images, similarity calculation is performed on the constructor head image features and the preset constructor head image features, and a similarity value is obtained, wherein the method for calculating the similarity is not limited by the embodiment of the application, and can be: jacard similarity coefficient, euclidean distance, cosine similarity, tanimoto coefficient. The preset similarity threshold is not limited, and the user can set the similarity threshold in a user-defined mode according to actual requirements.
The preset similarity threshold value is not limited, and a user can set the similarity threshold value in a user-defined mode according to actual requirements.
In the embodiment of the application, the images of the constructors are preprocessed to obtain the images of the heads of the constructors, the images of the heads of the constructors are subjected to feature extraction to obtain the features of the images of the heads of the constructors, similarity calculation is carried out on the features of the images of the heads of the constructors and the features of the images of the heads of the constructors to obtain the similarity value, when the similarity value is smaller than a preset similarity threshold value, it is determined that the constructors do not wear safety appliances, and the similarity calculation is carried out on the features of the images of the heads of the constructors and the features of the images of the heads of the constructors after the features are extracted, so that the accuracy of judging whether the constructors wear the safety appliances or not is improved.
A possible implementation manner of the embodiment of the application, after generating the reminding information according to the information of the constructor and reminding, further includes:
acquiring gas information of a construction site;
judging whether the gas information of the construction site is greater than a preset gas safety threshold value or not;
if the gas quantity is larger than the preset value, generating gas alarm information according to the gas information of the construction site and giving an alarm.
Wherein, can acquire building site gas information through gas sensor, building site gas information includes gas concentration, and the building site is carrying out construction work when, because constructor's abnormal operation, the condition of building site gas leakage can appear. Gas sensor detects building site gas information to with building site gas information transmission to electronic equipment, electronic equipment judges according to the gas concentration who acquires with predetermineeing gaseous safety threshold, is greater than when building site gas information and predetermines gaseous safety threshold, generates gaseous alarm information and reports to the police according to building site gas information and predetermine gaseous alarm template. Wherein, predetermine gaseous warning template can be: "Current gas concentration XXX, please evacuate in time! | A | A "of course, other templates may be used, and the embodiments of the present application are not limited thereto as long as the purpose of the embodiments of the present application can be achieved.
The embodiment of the present application does not limit the manner of alarm, for example: the report formula is reported to the police, light is reported to the police, send the message suggestion etc. wherein, send the message suggestion and can be: the electronic equipment prestores constructor information, and after the alarm information is generated, the alarm information is sent to a mobile phone of the constructor according to the mobile phone number of the constructor, wherein the constructor information at least comprises the mobile phone number of the constructor.
In this application embodiment, through judging that building site gas information is greater than predetermineeing gaseous safety threshold, if be greater than, then generate alarm information and report to the police according to building site gas information, through monitoring building site gas information, improved the security of wisdom building site management.
A possible implementation manner of the embodiment of the present application, before preprocessing the image of the constructor and obtaining the image of the head of the constructor, further includes:
extracting the characteristics of the constructor image to obtain constructor image characteristics;
performing similarity calculation according to the image characteristics of the constructors and the image characteristics of preset constructors to obtain a similarity value;
judging whether the similarity value is larger than a preset similarity threshold value or not;
and if not, generating identity alarm information according to the image of the constructor and giving an alarm.
The method comprises the steps that preset constructor image features are pre-stored in the electronic equipment, after the constructor image features are obtained by carrying out feature extraction on constructor images, similarity calculation is carried out on the constructor image features and the preset constructor image features, and a similarity value is obtained, wherein the method for calculating the similarity is not limited in the embodiment of the application, and can be as follows: jacard similarity coefficient, euclidean distance, cosine similarity, tanimoto (valley) coefficient. The preset similarity threshold is not limited, and the user can set the similarity threshold in a user-defined mode according to actual requirements.
And when the similarity value is not greater than the preset similarity threshold value, determining that the constructor corresponding to the constructor image is not allowed constructor, and alarming according to the constructor image, wherein a preset identity alarming template is prestored in the electronic equipment, and when the similarity value is not greater than the preset similarity threshold value, alarming according to the preset identity alarming template and the constructor image. Wherein the preset identity alarm template can be found as "image XXX" on line for identifying the identity! | A | A "of course, other templates may be used, and the embodiments of the present application are not limited thereto as long as the purpose of the embodiments of the present application can be achieved.
In the embodiment of the application, the image characteristics of the constructors are obtained by extracting the characteristics of the images of the constructors, similarity calculation is carried out according to the image characteristics of the constructors and the preset image characteristics of the constructors, when the similarity value is not larger than the preset similarity threshold value, identity alarm information is generated according to the images of the constructors and an alarm is given, and the similarity calculation is carried out on the image characteristics of the constructors and the preset image characteristics of the constructors, so that the accuracy of identity monitoring of the constructors is improved.
If the construction information does not conform to the preset alarm template, a possible implementation manner of the embodiment of the application further comprises the following steps of generating alarm information according to the construction information and the preset alarm template and giving an alarm:
acquiring construction time;
determining the current construction progress according to the construction site image;
predicting according to the current construction progress and the construction time to obtain a prediction result;
and sending the prediction result and the current construction progress to a display platform for displaying.
The construction time is the time from the beginning of construction to the acquisition of the building site image, and the method for determining the current construction progress according to the building site image can be as follows: and acquiring the current building construction height according to the construction site image, and determining the current construction progress according to the current building construction height and the preset construction height. And after the current construction progress and the construction time are determined, predicting the time required for completing the project according to the current construction progress and the construction time to obtain a prediction result, and after the prediction result is obtained, sending the prediction result and the current construction progress to a display platform for displaying. The embodiment of the present application does not limit the prediction method as long as the object of the embodiment of the present application can be achieved.
In the embodiment of the application, the current construction progress is determined according to the building site image, prediction is carried out according to the current construction progress and the obtained construction time, a prediction result is obtained, the prediction result and the current construction progress are sent to the display platform, and comprehensiveness of intelligent building site management is improved.
The above embodiment introduces an intelligent construction site management method from the perspective of method flow, and the following embodiment introduces an intelligent construction site management device from the perspective of virtual modules or virtual units, and is described in detail in the following embodiment.
An intelligent site management device 200 is provided in the present embodiment, as shown in fig. 2, and fig. 2 is a schematic structural diagram of the intelligent site management device provided in the present embodiment. The intelligent worksite management apparatus 200 may specifically include:
the acquisition module 201: the system comprises a data processing unit, a data processing unit and a data processing unit, wherein the data processing unit is used for acquiring construction site image information at least comprising building construction image information;
the determination module 202: the construction information is determined according to the building construction image information;
the judging module 203: the construction information judging module is used for judging whether the construction information accords with a preset construction information threshold value;
the alarm module 204: and if the construction information does not meet the preset alarm template, generating alarm information according to the construction information and the preset alarm template and giving an alarm.
For the embodiment of the application, the construction information is determined according to the acquired construction site image information, the construction information is judged to be in accordance with the preset construction information threshold value, if the construction information is not in accordance with the preset construction information threshold value, alarm information is generated according to the construction information and the preset alarm template, an alarm is given, the construction site is managed according to the relation between the construction information determined according to the acquired construction site image and the preset construction information threshold value, the management of monitoring on the construction site is avoided, and the construction site management cost is reduced.
In a possible implementation manner of the embodiment of the present application, when the determining module 202 determines the construction information according to the building construction image information, it is specifically configured to:
preprocessing the building construction image information to obtain preprocessed building construction image information;
and performing information calculation according to the preprocessed building construction image information and the preset height to obtain construction information.
In a possible implementation manner of the embodiment of the present application, the building site image information further includes constructor image information, and the intelligent building site management apparatus 200 further includes:
and (4) reminding the template: the safety tool is used for judging whether the constructor wears the safety tool or not according to the constructor image;
if the image is not worn, determining constructor information according to the constructor image;
and generating reminding information according to the information of the constructors and reminding.
A possible implementation manner of the embodiment of the application reminds the template to judge whether to wear the safety appliance according to the image of the constructor when the execution is carried out, and the method is specifically used for:
preprocessing the image of the constructor to obtain an image of the head of the constructor;
performing feature extraction on the head image of the constructor to obtain the feature of the head image of the constructor;
performing similarity calculation according to the head image characteristics of the constructors and the head image characteristics of the preset constructors to obtain similarity values;
and if the similarity value is smaller than the preset similarity threshold value, determining that the construction personnel do not wear the safety appliance.
A possible implementation manner of the embodiment of the present application further includes:
the gas alarm template: for obtaining site gas information;
judging whether the gas information of the construction site is greater than a preset gas safety threshold value or not;
and if the gas quantity is larger than the preset value, generating gas alarm information according to the gas information of the construction site and giving an alarm.
A possible implementation manner of the embodiment of the present application further includes:
identity alarm template: the image extraction system is used for extracting the characteristics of the constructor image to obtain the characteristics of the constructor image;
performing similarity calculation according to the image characteristics of the constructors and the image characteristics of preset constructors to obtain a similarity value;
judging whether the similarity value is larger than a preset similarity threshold value or not;
and if not, generating identity alarm information according to the image of the constructor and giving an alarm.
A possible implementation manner of the embodiment of the present application further includes:
construction of a prediction template: the method is used for acquiring construction time;
determining the current construction progress according to the construction site image;
predicting according to the current construction progress and the construction time to obtain a prediction result;
and sending the prediction result and the current construction progress to a display platform for displaying.
It can be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working process of the intelligent worksite management apparatus 200 described above may refer to the corresponding process in the foregoing method embodiments, and will not be described herein again.
An electronic device is provided in the embodiment of the present application, and as shown in fig. 3, fig. 3 is a schematic structural diagram of an electronic device provided in the embodiment of the present application. The electronic device 300 shown in fig. 3 includes: a processor 301 and a memory 303. Wherein processor 301 is coupled to memory 303, such as via bus 302. Optionally, the electronic device 300 may also include a transceiver 304. It should be noted that the transceiver 304 is not limited to one in practical applications, and the structure of the electronic device 300 is not limited to the embodiment of the present application.
The Processor 301 may be a CPU (Central Processing Unit), a general-purpose Processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array) or other Programmable logic device, a transistor logic device, a hardware component, or any combination thereof. Which may implement or perform the various illustrative logical blocks, modules, and circuits described in connection with the disclosure. The processor 301 may also be a combination of computing functions, e.g., comprising one or more microprocessors in combination, a DSP and a microprocessor in combination, or the like.
The Memory 303 may be a ROM (Read Only Memory) or other type of static storage device that can store static information and instructions, a RAM (Random Access Memory) or other type of dynamic storage device that can store information and instructions, an EEPROM (Electrically Erasable Programmable Read Only Memory), a CD-ROM (Compact Disc Read Only Memory) or other optical Disc storage, optical Disc storage (including Compact Disc, laser Disc, optical Disc, digital versatile Disc, blu-ray Disc, etc.), a magnetic Disc storage medium or other magnetic storage device, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer, but is not limited to these.
The memory 303 is used for storing application program codes for executing the scheme of the application, and the processor 301 controls the execution. The processor 301 is configured to execute application program code stored in the memory 303 to implement the aspects illustrated in the foregoing method embodiments.
Wherein, the electronic device includes but is not limited to: mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., car navigation terminals), and the like, and fixed terminals such as digital TVs, desktop computers, and the like. But also a server, etc. The electronic device shown in fig. 3 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present application.
The present application provides a computer-readable storage medium, on which a computer program is stored, which, when running on a computer, enables the computer to execute the corresponding content in the foregoing method embodiments. Compared with the prior art, the construction information is determined according to the acquired construction site image information, the construction information is judged to be in accordance with the preset construction information threshold value, if the construction information is not in accordance with the preset construction information threshold value, alarm information is generated according to the construction information and the preset alarm template, an alarm is given, the construction site is managed according to the relationship between the construction information determined according to the acquired construction site image and the preset construction information threshold value, the management of the monitoring on the construction site is avoided, and the cost of construction site management is reduced.
It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and may be performed in other orders unless otherwise indicated herein. Moreover, at least a portion of the steps in the flow chart of the figure may include multiple sub-steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, and the order of execution is not necessarily sequential, but may be performed alternately or alternately with other steps or at least a portion of the sub-steps or stages of other steps.
The foregoing is only a partial embodiment of the present application, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present application, and these modifications and decorations should also be regarded as the protection scope of the present application.
Claims (10)
1. An intelligent worksite management method, comprising:
acquiring construction site image information, wherein the construction site image information at least comprises construction image information;
determining construction information according to the building construction image information;
judging whether the construction information accords with a preset construction information threshold value;
and if not, generating alarm information according to the construction information and a preset alarm template and giving an alarm.
2. The intelligent worksite management method of claim 1 wherein said determining construction information based on said building construction image information comprises:
preprocessing the building construction image information to obtain preprocessed building construction image information;
and performing information calculation according to the preprocessed building construction image information and a preset height to obtain construction information.
3. The intelligent worksite management method according to claim 1, wherein the worksite image information further comprises constructor image information, and after the construction information and a preset alarm template generate alarm information and alarm if the construction information and the preset alarm template are not matched, the method further comprises the following steps:
judging whether the constructor wears safety appliances or not according to the constructor image;
if the image is not worn, determining constructor information according to the constructor image;
and generating reminding information according to the constructor information and reminding.
4. The intelligent worksite management method of claim 3 wherein said determining whether a safety gear is worn by a constructor based on the constructor image comprises:
preprocessing the constructor image to obtain a constructor head image;
performing feature extraction on the head image of the constructor to obtain the head image feature of the constructor;
performing similarity calculation according to the head image characteristics of the constructors and the head image characteristics of preset constructors to obtain similarity values;
and if the similarity value is smaller than a preset similarity threshold value, determining that the construction personnel does not wear the safety appliance.
5. The intelligent worksite management method according to claim 3, further comprising, after generating and alerting information according to the constructor information,:
acquiring gas information of a construction site;
judging whether the gas information of the construction site is greater than a preset gas safety threshold value or not;
and if the gas quantity is larger than the preset value, generating gas alarm information according to the gas information of the construction site and giving an alarm.
6. The intelligent worksite management method according to claim 4, further comprising, before the preprocessing the operator image to obtain an operator head image:
extracting the characteristics of the constructor image to obtain constructor image characteristics;
performing similarity calculation according to the image characteristics of the constructors and preset constructors to obtain a similarity value;
judging whether the similarity value is larger than a preset similarity threshold value or not;
and if not, generating identity alarm information according to the constructor image and giving an alarm.
7. The intelligent worksite management method according to claims 1 to 6, characterized in that after generating alarm information and alarming according to the construction information and a preset alarm template if the construction information and the preset alarm template are not met, the method further comprises:
acquiring construction time;
determining the current construction progress according to the construction site image;
predicting according to the current construction progress and the construction time to obtain a prediction result;
and sending the prediction result and the current construction progress to a display platform for displaying.
8. An intelligent construction site management device, which is characterized in that it comprises,
an acquisition module: the system comprises a data processing unit, a data processing unit and a data processing unit, wherein the data processing unit is used for acquiring construction site image information at least comprising building construction image information;
a determination module: the construction information is determined according to the building construction image information;
a judging module: the construction information judging module is used for judging whether the construction information accords with a preset construction information threshold value;
an alarm module: and if the construction information does not meet the preset alarm template, generating alarm information according to the construction information and the preset alarm template and giving an alarm.
9. An electronic device, comprising:
at least one processor;
a memory;
at least one application, wherein the at least one application is stored in the memory and configured to be executed by the at least one processor, the at least one application configured to: performing the method of any one of claims 1 to 7.
10. A computer-readable storage medium, having stored thereon a computer program which, when executed in a computer, causes the computer to perform the method of any one of claims 1 to 7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN202211118621.0A CN115456812A (en) | 2022-09-13 | 2022-09-13 | Intelligent construction site management method, device, equipment and medium |
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| CN202211118621.0A CN115456812A (en) | 2022-09-13 | 2022-09-13 | Intelligent construction site management method, device, equipment and medium |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116823139A (en) * | 2023-04-23 | 2023-09-29 | 上海好芯好翼智能科技有限公司 | Intelligent building site management method and device based on Internet of things and electronic equipment |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116823139A (en) * | 2023-04-23 | 2023-09-29 | 上海好芯好翼智能科技有限公司 | Intelligent building site management method and device based on Internet of things and electronic equipment |
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