CN115546677B - Method, apparatus, device and computer readable medium for processing information of construction site - Google Patents
Method, apparatus, device and computer readable medium for processing information of construction site Download PDFInfo
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Abstract
Embodiments of the present disclosure disclose a method, apparatus, device, and computer readable medium for infrastructure site information processing. One embodiment of the method comprises the following steps: receiving the construction site information sent by at least one detection device in the detection device set in the target construction area to obtain a construction site information set; for each piece of capital construction site information in the capital construction site information set, the following processing steps are performed: determining a filtering condition according to the information type identifier included in the foundation site information, and determining whether the foundation site information meets the filtering condition or not; generating a data processing information set corresponding to the construction site information according to the information type identifier; according to the data processing information set, controlling the associated rescue equipment to rescue the target infrastructure area; the set of capital construction site information is sent to the associated monitoring terminal for display. This embodiment improves the work safety of the staff in the infrastructure area.
Description
Technical Field
Embodiments of the present disclosure relate to the field of computer technology, and in particular, to a method, an apparatus, a device, and a computer readable medium for processing information on a construction site.
Background
With the increasing number of infrastructure constructions, how to determine the safety conditions of the construction site becomes an important research topic. Currently, in determining the safety situation of a building area, the following methods are generally adopted: and determining the safety condition of the infrastructure area by a manual inspection mode.
However, when the safety condition of the infrastructure area is determined in the above manner, there are often the following technical problems:
firstly, unsafe factors in a foundation area (for example, PM2.5 in the foundation area exceeds standard and a fire disaster occurs) cannot be found in time in a manual inspection mode, so that the working safety of staff in the foundation area is low;
secondly, when the video type of the construction site data is analyzed, all pixels of each frame in the video need to be analyzed, and a safe construction area may be analyzed, so that a long time is required to analyze the video type of the construction site data;
thirdly, when the data processing information meets the alarm condition, the associated rescue equipment is controlled to carry out rescue operation without verifying the data processing information, so that the rescue resources are wasted;
fourth, when the information of the construction site stored in the database is too much, part of useless information of the construction site is not cleared in time, so that the memory resource is insufficient, and the new information of the construction site cannot be stored continuously.
Disclosure of Invention
The disclosure is in part intended to introduce concepts in a simplified form that are further described below in the detailed description. The disclosure is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
Some embodiments of the present disclosure propose a method, apparatus, electronic device, and computer-readable medium for infrastructure field information processing to solve one or more of the technical problems mentioned in the background section above.
In a first aspect, some embodiments of the present disclosure provide a method for processing information on a construction site, the method comprising: receiving the construction site information sent by at least one detection device in a detection device set in a target construction area to obtain a construction site information set, wherein the construction site information in the construction site information set comprises an information type identifier; for each piece of the above piece of construction site information in the set of construction site information, the following processing steps are performed: determining a filtering condition according to an information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition; responding to the construction site information meeting the filtering condition, and generating a data processing information set corresponding to the construction site information according to the information type identifier; according to the data processing information set, controlling the associated rescue equipment to rescue the target infrastructure area; and sending the construction site information set to an associated monitoring terminal for display.
In a second aspect, some embodiments of the present disclosure provide a construction site information processing apparatus, the apparatus comprising: the receiving unit is configured to receive the construction site information sent by at least one detection device in the detection device set in the target construction area to obtain a construction site information set, wherein the construction site information in the construction site information set comprises an information type identifier; a processing unit configured to perform, for each of the above-described set of construction site information, the following processing steps: determining a filtering condition according to an information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition; responding to the construction site information meeting the filtering condition, and generating a data processing information set corresponding to the construction site information according to the information type identifier; according to the data processing information set, controlling the associated rescue equipment to rescue the target infrastructure area; and the transmitting unit is configured to transmit the construction site information set to an associated monitoring terminal for display.
In a third aspect, some embodiments of the present disclosure provide an electronic device comprising: one or more processors; a storage device having one or more programs stored thereon, which when executed by one or more processors causes the one or more processors to implement the method described in any of the implementations of the first aspect above.
In a fourth aspect, some embodiments of the present disclosure provide a computer readable medium having a computer program stored thereon, wherein the program, when executed by a processor, implements the method described in any of the implementations of the first aspect above.
The above embodiments of the present disclosure have the following advantages: by the method for processing the information on the construction site, working safety of staff in the construction area is improved. Specifically, the reason why the work safety of the staff in the construction area is low is that: unsafe factors (for example, PM2.5 in the infrastructure area exceeds standard and fires occur) in the infrastructure area cannot be found in time through a manual inspection mode, so that the working safety of staff in the infrastructure area is low. Based on this, the method for processing the information of the construction site according to some embodiments of the present disclosure first receives the information of the construction site sent by at least one detection device in the set of detection devices in the target construction area, and obtains the set of information of the construction site. Thus, data support can be provided for analyzing the information of the construction site. Next, for each piece of the above-mentioned piece of construction site information in the set of construction site information, the following processing steps are performed: firstly, determining a filtering condition according to an information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition. Thus, the construction site information satisfying the filtering condition can be analyzed. And secondly, responding to the construction site information to meet the filtering condition, and generating a data processing information set corresponding to the construction site information according to the information type identifier. Thus, it is possible to determine whether or not an unsafe factor exists in the target infrastructure area from the generated data processing information set. And then, according to the data processing information set, controlling the associated rescue equipment to rescue the target infrastructure area. Thus, rescue operation can be performed on the target infrastructure area when unsafe factors exist in the target infrastructure area. And finally, the construction site information set is sent to an associated monitoring terminal for display. Thus, analysis of the construction site information is completed. The working safety of staff in the foundation area is improved.
Drawings
The above and other features, advantages, and aspects of embodiments of the present disclosure will become more apparent by reference to the following detailed description when taken in conjunction with the accompanying drawings. The same or similar reference numbers will be used throughout the drawings to refer to the same or like elements. It should be understood that the figures are schematic and that elements and components are not necessarily drawn to scale.
FIG. 1 is a schematic illustration of one application scenario of a method of infrastructure site information processing of some embodiments of the present disclosure;
FIG. 2 is a flow chart of some embodiments of a method of infrastructure site information processing according to the present disclosure;
FIG. 3 is a schematic diagram of the structure of some embodiments of a capital-construction site information processing device according to the present disclosure;
fig. 4 is a schematic structural diagram of an electronic device suitable for use in implementing some embodiments of the present disclosure.
Detailed Description
Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for illustration purposes only and are not intended to limit the scope of the present disclosure.
It should be noted that, for convenience of description, only the portions related to the present invention are shown in the drawings. Embodiments of the present disclosure and features of embodiments may be combined with each other without conflict.
It should be noted that the terms "first," "second," and the like in this disclosure are merely used to distinguish between different devices, modules, or units and are not used to define an order or interdependence of functions performed by the devices, modules, or units.
It should be noted that references to "one", "a plurality" and "a plurality" in this disclosure are intended to be illustrative rather than limiting, and those of ordinary skill in the art will appreciate that "one or more" is intended to be understood as "one or more" unless the context clearly indicates otherwise.
The names of messages or information interacted between the various devices in the embodiments of the present disclosure are for illustrative purposes only and are not intended to limit the scope of such messages or information.
The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.
Fig. 1 is a schematic diagram of an application scenario of a method of infrastructure site information processing according to some embodiments of the present disclosure.
In the application scenario of fig. 1, first, the computing device 101 may receive the infrastructure site information sent by at least one detection device in the detection device set in the target infrastructure area, to obtain the infrastructure site information set 102. Wherein the construction site information 1021 in the construction site information set 102 includes an information type identifier. The computing device 101 may then perform the following processing steps for each of the set of capital-construction site information 1021 in the set of capital-construction site information 102 described above: first, the computing device 101 may determine the filtering condition 103 according to the information type identifier included in the construction site information 1021, and determine whether the construction site information satisfies the filtering condition 103. Next, the computing device 101 may generate a data processing information set 104 corresponding to the construction site information according to the information type identifier in response to the construction site information 1021 satisfying the filtering condition 103. Computing device 101 may then control associated rescue device 105 to perform a rescue operation on the target infrastructure area based on the data processing information set 104. Finally, the computing device 101 may send the set of capital-construction site information 102 to an associated monitoring terminal for display.
The computing device 101 may be hardware or software. When the computing device is hardware, the computing device may be implemented as a distributed cluster formed by a plurality of servers or terminal devices, or may be implemented as a single server or a single terminal device. When the computing device is embodied as software, it may be installed in the hardware devices listed above. It may be implemented as a plurality of software or software modules, for example, for providing distributed services, or as a single software or software module. The present invention is not particularly limited herein.
It should be understood that the number of computing devices in fig. 1 is merely illustrative. There may be any number of computing devices, as desired for an implementation.
With continued reference to fig. 2, a flow 200 of some embodiments of a method of infrastructure site information processing according to the present disclosure is shown. The method for processing the information of the construction site comprises the following steps:
step 201, receiving the construction site information sent by at least one detection device in the detection device set in the target construction area, and obtaining a construction site information set.
In some embodiments, an execution subject of the method for processing information of a construction site (e.g., the computing device 101 shown in fig. 1) may receive construction site information sent by at least one detection device in a set of detection devices in a target construction area, to obtain a set of construction site information. The target building area may be a preset building area to be monitored. The detection device in the set of detection devices may be a device for detecting information of the target infrastructure area. For example, the detection device described above may include, but is not limited to: monitoring camera, PM2.5 detector. The construction site information in the construction site information set may be information of the target construction area acquired by the detection device. The construction site information in the construction site information set comprises construction site data, equipment numbers and information type identifiers. The above-mentioned construction site data may be data of a target construction area acquired by the detection device. For example, the aforementioned construction site data may be PM 2.5=100. The device number may be used to uniquely identify a particular detection device. The information type identifier may characterize the information type of the construction site data. The above information types may include, but are not limited to, one of the following: data type, picture type, video type. Here, the data type may represent the above-mentioned construction site data as data of a target construction area detected by the environment detection device in the target construction area. For example, the above-described environment detection device may include, but is not limited to: thermometer, PM2.5 detector. Thus, when the data monitoring device is a thermometer, the capital construction site data may be "capital construction site temperature=30℃", and when the data monitoring device is a PM2.5 detector, the capital construction site data may be "PM 2.5=100". The picture type may represent a construction site picture taken by the photographing apparatus in the target construction area as the construction site data. The video type may represent a construction site video captured by the construction site data as a monitoring device in a target construction area. For example, the monitoring device may be a monitoring camera. In practice, the execution body may receive the infrastructure site information sent by the detection device through a wired connection or a wireless connection.
Step 202, for each piece of construction site information in the construction site information set, the following processing steps are performed:
step 2021, determining a filtering condition according to the information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition.
In some embodiments, the execution entity may determine a filtering condition according to an information type identifier included in the construction site information, and determine whether the construction site information satisfies the filtering condition. Here, the execution body may select, from a preset filter information set, filter information including a filter identifier identical to the information type identifier. The filtering information may be information of construction site information monitored by the filtering detection device in real time. The filtering information comprises a filtering identifier and a filtering condition corresponding to the filtering identifier, and the filtering identifier can represent the information type of the construction site data. In practice, in response to the information type identifier characterizing that the type of the construction site data included in the construction site information is a data type, the filtering condition may be that the construction site data is different from each of the construction site data included in the construction site information set. And responding to the information type identification to characterize that the type of the construction site data included in the construction site information is a picture type, wherein the filtering condition can be that the pixel values of the pixels displayed by the construction site data are different. In response to the information type identification characterizing that the type of the construction site data included in the construction site information is a video type, the filtering condition may be that pixel values of respective pixels displayed by each video frame in the construction site data are different.
Optionally, after step 2021, in response to the construction site information not meeting the filtering condition, determining the construction site information as failure site information.
In some embodiments, the execution body may determine the construction site information as the failure site information in response to the construction site information not satisfying the filtering condition.
In step 2022, in response to the building site information meeting the filtering condition, a data processing information set corresponding to the building site information is generated according to the information type identifier.
In some embodiments, the execution entity may generate a data processing information set corresponding to the construction site information according to the information type identifier in response to the construction site information satisfying the filtering condition.
In practice, the execution subject may generate the data processing information set corresponding to the construction site information by:
first, responding to the information type identification to characterize the type of the foundation site data included in the foundation site information as the data type, and selecting the data threshold information meeting the target condition from the preset data threshold information set as target data threshold information. The target condition is that the equipment number included in the data threshold information is the same as the equipment number included in the construction site information. The data threshold information may represent a safety threshold of the construction site data included in the construction site information transmitted by a certain data detection device.
And a second step of generating comparison information according to the construction site information and the target data threshold information. The comparison information may be a result of comparing the construction site data included in the construction site information with the safety threshold included in the target data threshold information. For example, the aforementioned construction site data may be PM 2.5=100, and the aforementioned safety threshold may be PM 2.5=70, and thus the comparison information may be that the construction site data PM2.5 is greater than the safety threshold PM2.5.
And thirdly, adding the comparison information to a data processing information set. Wherein the set of data processing information is initially empty.
And fourthly, responding to the information type identification to characterize that the type of the construction site data included in the construction site information is a picture type, and inputting the construction site data included in the construction site information into a pre-trained picture identification model to obtain at least one identification information as a data processing information set. In practice, in response to the type of the construction site data being a picture type, at this time, the construction site data may be a construction site picture, and the execution subject may input the construction site picture into a pre-trained picture recognition model to obtain at least one recognition information as a data processing information set. The picture recognition model may be a convolutional neural network model or a deep learning network model, which takes a built-up field picture as an input and outputs the picture as recognition information. The identification information includes an identification result and a device number. The identification may be indicative of whether an unsafe factor is present in the target infrastructure area (e.g., a fire at the target infrastructure site). The device number may be a device number for watermark display of the foundation site picture. As an example, the above identification information may be: device number: a2, recognition result: a fire occurs. The identification information may also be: device number: a1, recognition result: no problem was identified.
Optionally, after the fourth step, in response to the information type identifier indicating that the type of the building site data included in the building site information is a video type, performing video frame extraction processing on the building site data included in the building site information to generate the building site information after video frame extraction as a building video frame sequence. In practice, in response to the type of the construction site data being a video type, at this time, the construction site data may be a construction site video, and the execution body may perform video frame extraction processing on the construction site video to generate construction site information after video frame extraction as a construction video frame sequence. The video frame extraction process may be to extract each key frame in the building site data to obtain a building video frame sequence. In practice, the executing body may use an OpenCV-based keyframe extraction algorithm to perform video frame extraction processing.
Optionally, after the fourth step, selecting a preset mask map with the same displayed equipment number as the equipment number included in the building site information from the preset mask map set as the target mask map. The preset Mask map in the preset Mask map set may be a preset Mask map for masking with the base video frame. The watermarks of the preset mask patterns in the preset mask pattern set may display the device number.
Optionally, after the fourth step, performing mask processing on each of the base-up video frames in the base-up video frame sequence and the target mask map to generate a masked base-up video frame as a mask video frame, so as to obtain a mask video frame sequence. The mask processing may be to perform bit and operation on the base-up video frame and the target mask map to obtain a mask video frame.
Optionally, after the fourth step, selecting a preset picture with the same displayed equipment number as the equipment number included in the building site information from the preset picture set as the target preset picture. The preset pictures in the preset picture set may be preset on-site pictures after mask processing. The watermark of the preset picture in the preset picture set may display the device number.
Optionally, after the fourth step, for each mask video frame in the above-mentioned sequence of mask video frames, performing the following matching step:
and a first matching step, determining the similarity between the mask video frame and the target preset picture. In practice, first, the executing entity may use a res net-50 depth residual network to extract feature vectors of the mask video frame and the target preset picture. Second, the similarity between the feature vector of the mask video frame and the feature vector of the target preset picture can be determined by using an euclidean distance calculation formula.
And a second matching step, wherein the mask video frame is determined to be an abnormal video frame in response to the similarity being greater than or equal to a preset similarity threshold.
Optionally, after the fourth step, for each abnormal video frame determined, the above abnormal video frame is input to the above picture identification model to generate at least one identification information as the information group to be processed.
Optionally, after the fourth step, performing deduplication processing on each piece of information to be processed included in each generated piece of information to be processed, so as to obtain each piece of information to be processed after deduplication.
Optionally, after the fourth step, the above-mentioned deduplicated respective sets of information to be processed are subjected to a merging process to generate a set of information to be processed as a set of data processing information. The merging process may be to merge each piece of information to be processed included in each piece of information to be processed after the duplication removal, so as to obtain a set of information to be processed.
The above-mentioned related matters are selected as an invention point of the present disclosure, and solve the second technical problem mentioned in the background art, that "when analyzing video type building site data, all pixels of each frame in the video need to be analyzed, and a safe building area may be analyzed, so that it takes a long time to analyze the video type building site data. Factors that lead to the need to take a long time to analyze video-type construction site data are as follows: when analyzing the video type of construction site data, all pixels of each frame in the video need to be analyzed, and a safe construction area may be analyzed, so that it takes a long time to analyze the video type of construction site data. If the above factors are solved, the effect of reducing the analysis time of the video type of the construction site data can be achieved. To achieve this, first, in response to the information type identifier indicating that the type of the foundation site data included in the foundation site information is a video type, video frame extraction processing is performed on the foundation site data included in the foundation site information to generate the foundation site information after video frame extraction as a foundation video frame sequence. Thus, each frame of video type of capital-construction field data can be analyzed. And secondly, selecting a preset mask map corresponding to the equipment number included in the foundation site information from the preset mask map set as a target mask map. Thus, the mask map can be used to block areas of the video frame where unsafe factors do not occur. And because the safe building area is shielded, the analysis of the safe building area is not needed, and the analysis time of the video type building site data is reduced. And then, carrying out mask processing on each basic building video frame in the basic building video frame sequence and the target mask graph to generate a basic building video frame after masking as a mask video frame, thereby obtaining a mask video frame sequence. Thus, each frame after occlusion can be analyzed. And then, selecting the preset picture with the same displayed equipment number as the equipment number included in the construction site information from the preset picture set as a target preset picture. Therefore, the similarity comparison can be carried out between each shielded frame and a preset picture, and whether unsafe factors exist in the target infrastructure site information or not can be determined. Then, for each mask video frame in the above sequence of mask video frames, the following matching step is performed: determining the similarity between the mask video frame and the target preset picture; determining the mask video frame as an abnormal video frame in response to the similarity being greater than or equal to a preset similarity threshold; for each abnormal video frame determined, inputting the abnormal video frame into the picture identification model to generate at least one identification information as an information group to be processed. Thus, an unsafe factor for each frame display after occlusion can be obtained. Finally, carrying out de-duplication treatment on each piece of information to be treated included in each generated information to be treated group to obtain each piece of information to be treated group after de-duplication; and combining the de-duplicated information groups to generate a information set to be processed as a data processing information set. Thus, analysis of the video type of capital construction site data is completed. The analysis time for the video type of the capital construction site data is reduced.
Step 2023, controlling the associated rescue equipment to rescue the target infrastructure area according to the data processing information set.
In some embodiments, the executing body may control, according to the data processing information set, a rescue device connected to the executing body through a wired connection or a wireless connection to perform a rescue operation on the target infrastructure area. In practice, the executing body may control the rescue device to rescue the target infrastructure area in response to any one of the data processing information sets being identical to any one of the preset data alarm information sets. Wherein, the rescue equipment can include but is not limited to: spraying equipment and ventilation equipment. As an example, in response to a fire occurring in a target infrastructure area, the rescue device may be a sprinkler device, and the rescue operation may be to control the sprinkler device to sprinkle water on the fire area in the target infrastructure area. As yet another example, the rescue device may be a ventilation device responsive to PM2.5 exceeding a target infrastructure area, and the rescue operation may be to control the ventilation device within the target infrastructure area to exhaust air within the target infrastructure area. Here, the ventilation device may include, but is not limited to: and (5) a central air conditioner. The spraying device may include, but is not limited to: fire sprinkler system. The preset data alarm information in the preset data alarm information set may be preset data processing information needing to be alarmed. As an example, in response to the information type of the construction site data being a data type, the preset data alarm information may be: the capital-construction site data PM2.5 is greater than the safety threshold PM2.5. In response to the information type of the construction site data being a picture type or a video type, the preset data alarm information may be: a fire occurs.
In some optional implementations of some embodiments, the executing entity may control the associated rescue device to perform a rescue operation on the target infrastructure area by:
first, for each data processing information in the data processing information set, the following control steps are performed:
and a first control step of determining whether the data processing information meets a preset alarm condition. The preset alarm condition may be that the data processing information is the same as any preset data alarm information in a preset data alarm information set.
And a second control step of acquiring a target capital construction site information set in response to determining that the data processing information satisfies a preset alarm condition. The target construction site information set is construction site information monitored by each detection device in the target construction area in real time.
And a third control step of determining whether the number of alarm information is greater than or equal to the preset number of alarm information. The alarm information is the number of the target construction site information, corresponding to the target construction site information set, of which the data processing information meets the preset alarm conditions.
And a fourth control step of controlling rescue equipment connected with the execution main body in a wired or wireless way to rescue the target infrastructure area in response to the number of the alarm information being greater than or equal to the preset number of the alarm information. For example, the execution body may control the spraying device to spray water to the target infrastructure area to perform the rescue operation in response to the data processing information indicating that the target infrastructure area is fire and the number of alarm information is equal to or greater than the preset number of alarm information.
Optionally, after the fourth control step, in response to the number of alarm messages being smaller than the preset number of alarm messages, the data processing information, the construction site information and the alarm messages corresponding to the alarm conditions are sent to a monitoring terminal for display. The monitoring terminal may be a terminal connected to the execution body by wire or wirelessly for displaying information of the target infrastructure area.
The control step and optional related content are taken as an invention point of the disclosure, so that the technical problem mentioned in the background art is solved, and when the data processing information meets the alarm condition, the associated rescue equipment is controlled to carry out rescue operation without verifying the data processing information, thereby causing the waste of rescue resources. Factors that lead to wasting rescue resources are as follows: when the data processing information meets the alarm condition, the associated rescue equipment is controlled to carry out rescue operation without verifying the data processing information, so that the rescue resources are wasted. If the above factors are solved, the effect of avoiding wasting rescue resources can be achieved. To achieve this effect, first, for each data processing information in the above-described data processing information set, the following control steps are performed: firstly, determining whether the data processing information meets a preset alarm condition; and acquiring a target capital construction site information set in response to determining that the data processing information meets a preset alarm condition. Therefore, the quantity of the data processing information meeting the alarm condition corresponding to other building site information in the target building area can be determined. Then, determining whether the number of alarm information is larger than or equal to the preset number of alarm information. Therefore, the data processing information can be verified according to the comparison result of the number of the alarm information and the number of the preset alarm information, and the associated rescue equipment is further controlled to rescue the target infrastructure area, so that the waste of rescue resources is avoided. Finally, in response to the alarm information quantity being greater than or equal to the preset alarm information quantity, controlling the associated rescue equipment to rescue the basic target infrastructure area; and transmitting the data processing information, the construction site information and the alarm information corresponding to the alarm condition to the monitoring terminal for display in response to the alarm information being smaller than the preset alarm information. Therefore, the authenticity of the data processing information is verified, and the waste of rescue resources is avoided.
And step 203, transmitting the construction site information set to an associated monitoring terminal for display.
In some embodiments, the executive may send the set of capital construction site information to an associated monitoring terminal for display.
Optionally, the set of capital-construction site information from which each piece of failure site information is deleted is determined as the updated set of capital-construction site information.
In some embodiments, the executing entity may determine the set of construction site information from which each piece of failure site information is deleted as the updated set of construction site information.
Optionally, the updated set of capital-construction site information and the generated respective sets of data processing information are stored in an associated database.
In some embodiments, the execution body may store the updated set of construction site information and the generated respective sets of data processing information in a database that is wired or wirelessly connected to the execution body. The database may be a database for storing the update construction site information set and the respective data processing information sets.
Optionally, for each update infrastructure site information in the update infrastructure site information set, deleting the update infrastructure site information in the database and a data processing information set corresponding to the update infrastructure site information in response to the update infrastructure site information meeting a preset deletion condition.
In some embodiments, the execution entity may delete the updated capital-construction site information and the set of data processing information corresponding to the updated capital-construction site information in the database in response to the updated capital-construction site information satisfying a preset deletion condition for each of the set of updated capital-construction site information. The preset deleting condition is that the time difference between the information sending time and the current time included in the updated construction site information is greater than or equal to a preset time difference.
The above optional related content is taken as an invention point of the present disclosure, which solves the fourth technical problem mentioned in the background art that when the information of the building site stored in the database is too much, part of the useless information of the building site is not cleared in time, so that the memory resource is insufficient, and the new information of the building site cannot be stored continuously. Factors that lead to the inability to continue storing new construction site information are as follows: when the information of the construction site stored in the database is too much, part of useless information of the construction site is not cleared in time, so that the memory resource is insufficient, and the new information of the construction site cannot be stored continuously. If the above factors are solved, the effect of avoiding the situation that the new construction site information cannot be stored continuously can be achieved. To achieve this effect, first, a set of capital-construction site information from which each piece of failure site information is deleted is determined as an updated set of capital-construction site information. Thus, individual construction site information that needs to be stored in the database can be determined. Secondly, storing the updated construction site information set and each generated data processing information set into an associated database; and for each update infrastructure site information in the update infrastructure site information set, deleting the update infrastructure site information in the database and the data processing information set corresponding to the update infrastructure site information in response to the update infrastructure site information meeting a preset deletion condition. Thus, the clearing of the part of useless construction site information in the database is completed. And because part of useless construction site information in the database is cleared, the storage space of the database can be released, and the situation that new construction site information cannot be stored continuously is avoided.
The above embodiments of the present disclosure have the following advantages: by the method for processing the information on the construction site, working safety of staff in the construction area is improved. Specifically, the reason why the work safety of the staff in the construction area is low is that: unsafe factors (for example, PM2.5 in the infrastructure area exceeds standard and fires occur) in the infrastructure area cannot be found in time through a manual inspection mode, so that the working safety of staff in the infrastructure area is low. Based on this, the method for processing the information of the construction site according to some embodiments of the present disclosure first receives the information of the construction site sent by at least one detection device in the set of detection devices in the target construction area, and obtains the set of information of the construction site. Thus, data support can be provided for analyzing the information of the construction site. Next, for each piece of the above-mentioned piece of construction site information in the set of construction site information, the following processing steps are performed: firstly, determining a filtering condition according to an information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition. Thus, the construction site information satisfying the filtering condition can be analyzed. And secondly, responding to the construction site information to meet the filtering condition, and generating a data processing information set corresponding to the construction site information according to the information type identifier. Thus, it is possible to determine whether or not an unsafe factor exists in the target infrastructure area from the generated data processing information set. And then, according to the data processing information set, controlling the associated rescue equipment to rescue the target infrastructure area. Thus, rescue operation can be performed on the target infrastructure area when unsafe factors exist in the target infrastructure area. And finally, the construction site information set is sent to an associated monitoring terminal for display. Thus, analysis of the construction site information is completed. The working safety of staff in the foundation area is improved.
With further reference to fig. 3, as an implementation of the method shown in the above figures, the present disclosure provides some embodiments of a capital-construction site information processing apparatus, which correspond to those method embodiments shown in fig. 2, and which are particularly applicable to various electronic devices.
As shown in fig. 3, the construction site information processing apparatus 300 of some embodiments includes: a receiving unit 301, a processing unit 302, and a transmitting unit 303. The receiving unit 301 is configured to receive the construction site information sent by at least one detection device in the detection device set in the target construction area, so as to obtain a construction site information set, where the construction site information in the construction site information set includes an information type identifier; the processing unit 302 is configured to perform the following processing steps for each of the above-described set of construction site information: determining a filtering condition according to an information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition; responding to the construction site information meeting the filtering condition, and generating a data processing information set corresponding to the construction site information according to the information type identifier; according to the data processing information set, controlling the associated rescue equipment to rescue the target infrastructure area; the transmitting unit 303 is configured to transmit the above-described set of construction site information to an associated monitoring terminal for display.
It will be appreciated that the elements described in the apparatus 300 correspond to the various steps in the method described with reference to fig. 2. Thus, the operations, features and resulting benefits described above with respect to the method are equally applicable to the apparatus 300 and the units contained therein, and are not described in detail herein.
Referring now to FIG. 4, a schematic diagram of a configuration of an electronic device 400 (e.g., computing device 101 shown in FIG. 1) suitable for use in implementing some embodiments of the present disclosure is shown. The electronic device shown in fig. 4 is merely an example and should not impose any limitations on the functionality and scope of use of embodiments of the present disclosure.
As shown in fig. 4, the electronic device 400 may include a processing means (e.g., a central processing unit, a graphics processor, etc.) 401, which may perform various suitable actions and processes according to a program stored in a Read Only Memory (ROM) 402 or a program loaded from a storage means 408 into a Random Access Memory (RAM) 403. In the RAM403, various programs and data necessary for the operation of the electronic device 400 are also stored. The processing device 401, the ROM 402, and the RAM403 are connected to each other by a bus 404. An input/output (I/O) interface 405 is also connected to bus 404.
In general, the following devices may be connected to the I/O interface 405: input devices 405 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; an output device 407 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; storage 408 including, for example, magnetic tape, hard disk, etc.; and a communication device 409. The communication means 409 may allow the electronic device 400 to communicate with other devices wirelessly or by wire to exchange data. While fig. 4 shows an electronic device 400 having various means, it is to be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead. Each block shown in fig. 4 may represent one device or a plurality of devices as needed.
In particular, according to some embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, some embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method shown in the flow chart. In such embodiments, the computer program may be downloaded and installed from a network via communications device 409, or from storage 408, or from ROM 402. The above-described functions defined in the methods of some embodiments of the present disclosure are performed when the computer program is executed by the processing device 401.
It should be noted that, the computer readable medium described in some embodiments of the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In some embodiments of the present disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present disclosure, however, the computer-readable signal medium may comprise a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.
In some implementations, the clients, servers may communicate using any currently known or future developed network protocol, such as HTTP (HyperText Transfer Protocol ), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the internet (e.g., the internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed networks.
The computer readable medium may be contained in the electronic device; or may exist alone without being incorporated into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: receiving the construction site information sent by at least one detection device in a detection device set in a target construction area to obtain a construction site information set, wherein the construction site information in the construction site information set comprises an information type identifier. For each piece of the above piece of construction site information in the set of construction site information, the following processing steps are performed: determining a filtering condition according to an information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition; responding to the construction site information meeting the filtering condition, and generating a data processing information set corresponding to the construction site information according to the information type identifier; and controlling the associated rescue equipment to rescue the target infrastructure area according to the data processing information set. And sending the construction site information set to an associated monitoring terminal for display.
Computer program code for carrying out operations for some embodiments of the present disclosure may be written in one or more programming languages, including an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units described in some embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware. The described units may also be provided in a processor, for example, described as: a processor includes a receiving unit, a processing unit, and a transmitting unit. The names of these units do not constitute a limitation on the unit itself in some cases, and for example, the transmitting unit may also be described as "a unit that transmits the above-described set of construction site information to an associated monitoring terminal for display".
The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.
The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by those skilled in the art that the scope of the invention in the embodiments of the present disclosure is not limited to the specific combination of the above technical features, but encompasses other technical features formed by any combination of the above technical features or their equivalents without departing from the spirit of the invention. Such as the above-described features, are mutually substituted with (but not limited to) the features having similar functions disclosed in the embodiments of the present disclosure.
Claims (7)
1. A method of infrastructure site information processing, comprising:
receiving the construction site information sent by at least one detection device in a detection device set in a target construction area to obtain a construction site information set, wherein the construction site information in the construction site information set comprises an information type identifier;
for each piece of the set of pieces of construction site information, performing the following processing steps:
determining a filtering condition according to an information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition;
responding to the construction site information meeting the filtering condition, and generating a data processing information set corresponding to the construction site information according to the information type identifier;
according to the data processing information set, controlling associated rescue equipment to rescue the target infrastructure area;
wherein the responding to the construction site information meeting the filtering condition generates a data processing information set corresponding to the construction site information according to the information type identifier, and comprises the following steps:
responding to the information type identification to characterize that the type of the construction site data included in the construction site information is a video type, and carrying out video frame extraction processing on the construction site data included in the construction site information to generate construction site information after video frame extraction as a construction video frame sequence;
Selecting a preset mask image with the same displayed equipment number as the equipment number included in the construction site information from a preset mask image set as a target mask image;
performing mask processing on each basic building video frame in the basic building video frame sequence and the target mask map to generate a basic building video frame after masking as a mask video frame, and obtaining a mask video frame sequence;
selecting a preset picture with the same displayed equipment number as the equipment number included in the capital construction site information from a preset picture set as a target preset picture;
for each mask video frame in the sequence of mask video frames, performing the matching step of:
determining the similarity between the mask video frame and the target preset picture;
determining the mask video frame as an abnormal video frame in response to the similarity being greater than or equal to a preset similarity threshold;
inputting the abnormal video frames into a picture identification model for each determined abnormal video frame to generate at least one piece of identification information as an information group to be processed;
performing de-duplication treatment on each piece of information to be treated included in each generated information to be treated group to obtain each piece of information to be treated group after de-duplication;
Combining the de-duplicated information groups to generate a information set to be processed as a data processing information set;
and sending the construction site information set to an associated monitoring terminal for display.
2. The method of claim 1, wherein the processing step further comprises:
and determining the construction site information as failure site information in response to the construction site information not meeting the filtering condition.
3. The method of claim 1, wherein the capital construction site information further includes capital construction site data and equipment numbers; and
the generating a data processing information set corresponding to the construction site information according to the information type identifier comprises the following steps:
responding to the information type identification to characterize the type of the construction site data included in the construction site information as a data type, and selecting data threshold information meeting a target condition from a preset data threshold information set as target data threshold information, wherein the target condition is that the equipment number included in the target data threshold information is the same as the equipment number included in the construction site information;
generating comparison information according to the construction site information and the target data threshold information;
And adding the comparison information to a data processing information set, wherein the data processing information set is initially empty.
4. The method of claim 3, wherein the generating a set of data processing information corresponding to the capital-construction site information according to the information type identification further comprises:
and responding to the information type identification to characterize that the type of the construction site data included in the construction site information is a picture type, and inputting the construction site data included in the construction site information into a pre-trained picture identification model to obtain at least one identification information as a data processing information set.
5. A capital construction site information processing apparatus comprising:
the receiving unit is configured to receive the construction site information sent by at least one detection device in the detection device set in the target construction area to obtain a construction site information set, wherein the construction site information in the construction site information set comprises an information type identifier;
a processing unit configured to perform, for each of the set of construction site information, the following processing steps: determining a filtering condition according to an information type identifier included in the construction site information, and determining whether the construction site information meets the filtering condition; responding to the construction site information meeting the filtering condition, and generating a data processing information set corresponding to the construction site information according to the information type identifier; according to the data processing information set, controlling associated rescue equipment to rescue the target infrastructure area; wherein the responding to the construction site information meeting the filtering condition generates a data processing information set corresponding to the construction site information according to the information type identifier, and comprises the following steps:
Responding to the information type identification to characterize that the type of the construction site data included in the construction site information is a video type, and carrying out video frame extraction processing on the construction site data included in the construction site information to generate construction site information after video frame extraction as a construction video frame sequence;
selecting a preset mask image with the same displayed equipment number as the equipment number included in the construction site information from a preset mask image set as a target mask image;
performing mask processing on each basic building video frame in the basic building video frame sequence and the target mask map to generate a basic building video frame after masking as a mask video frame, and obtaining a mask video frame sequence;
selecting a preset picture with the same displayed equipment number as the equipment number included in the capital construction site information from a preset picture set as a target preset picture;
for each mask video frame in the sequence of mask video frames, performing the matching step of:
determining the similarity between the mask video frame and the target preset picture;
determining the mask video frame as an abnormal video frame in response to the similarity being greater than or equal to a preset similarity threshold;
Inputting the abnormal video frames into a picture identification model for each determined abnormal video frame to generate at least one piece of identification information as an information group to be processed;
performing de-duplication treatment on each piece of information to be treated included in each generated information to be treated group to obtain each piece of information to be treated group after de-duplication;
combining the de-duplicated information groups to generate a information set to be processed as a data processing information set;
and the transmitting unit is configured to transmit the construction site information set to an associated monitoring terminal for display.
6. An electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when executed by the one or more processors, causes the one or more processors to implement the method of any of claims 1 to 4.
7. A computer readable medium having stored thereon a computer program, wherein the program when executed by a processor implements the method of any of claims 1 to 4.
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