CN112804494A - Power construction site monitoring method and system and storage medium - Google Patents
Power construction site monitoring method and system and storage medium Download PDFInfo
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- CN112804494A CN112804494A CN202110043350.6A CN202110043350A CN112804494A CN 112804494 A CN112804494 A CN 112804494A CN 202110043350 A CN202110043350 A CN 202110043350A CN 112804494 A CN112804494 A CN 112804494A
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Abstract
The application relates to a method and a system for monitoring a power construction site and a storage medium, which are applicable to the technical field of power engineering. The construction site monitoring system is used in a construction site monitoring system, and comprises image acquisition equipment, computer equipment and information output equipment. The method comprises the following steps: the image acquisition equipment acquires a monitoring image of a construction site and sends the monitoring image to the computer equipment through the target local area network; the computer equipment receives the monitoring image sent by the image acquisition equipment through the target local area network, identifies the monitoring image and determines whether the construction condition of the construction site meets the construction requirement corresponding to the construction site or not through the identification processing; and if the construction condition of the construction site does not meet the construction requirement corresponding to the construction site, the computer equipment controls the information output equipment to output alarm correction information to the construction site. By adopting the method, the potential safety hazard problem can be fed back in time, and the monitoring efficiency of the electric power construction site is improved.
Description
Technical Field
The present disclosure relates to the field of power construction technologies, and in particular, to a method, a system, and a storage medium for monitoring a power construction site.
Background
With the further development of economic level, in order to meet the increasing demand of social power, power grid companies also continuously increase the investment and construction of power infrastructure, including more and more power engineering such as new construction, extension, reconstruction, demolition and the like. Electric power construction enterprises generally face factors such as heavy construction tasks and tight construction period, so that various regulations breaking rules on the operation field cannot be effectively forbidden.
In the conventional technology, an acquisition device is mainly used for acquiring a monitoring image of an electric power construction site and sending the monitoring image of the electric power construction site to a computer device, so that the electric power construction site is monitored.
The method cannot monitor the electric power construction site in time and cannot feed back potential safety hazard problems existing in the electric power construction site in time, so that the monitoring efficiency of the electric power construction site is low.
Disclosure of Invention
Therefore, it is necessary to provide a method, a system and a storage medium for monitoring an electric power construction site, which can feed back potential safety hazards in time and improve the efficiency of monitoring the electric power construction site.
In a first aspect, a method for monitoring a power construction site is provided, which is used in a construction site monitoring system, wherein the construction site monitoring system comprises an image acquisition device, a computer device and an information output device, and the image acquisition device and the computer device communicate through a target local area network; the method comprises the following steps: the image acquisition equipment acquires a monitoring image of a construction site and sends the monitoring image to the computer equipment through the target local area network; the computer equipment receives the monitoring image sent by the image acquisition equipment through the target local area network, identifies the monitoring image and determines whether the construction condition of the construction site meets the construction requirement corresponding to the construction site or not through the identification processing; and if the construction condition of the construction site does not meet the construction requirement corresponding to the construction site, the computer equipment controls the information output equipment to output alarm correction information to the construction site.
In one embodiment, the computer device is connected to an encrypted external storage device, and the method further includes: and the computer equipment reads the construction requirements stored in the encrypted external storage equipment.
In one embodiment, the information output device comprises an audio playing device, and the computer device controls the information output device to output the alarm rectification information to the construction site, and the alarm rectification information comprises: and the computer equipment controls the audio playing equipment to broadcast the alarm correction audio to the construction site.
In one embodiment, the information output device comprises a display device, and the computer device controls the information output device to output the alarm rectification information to the construction site, and the alarm rectification information comprises: the computer equipment determines target constructors of a construction site which do not meet construction requirements; the computer equipment carries out labeling processing on the target constructor in the monitoring image; and the computer equipment controls the display equipment to display the monitoring image subjected to the labeling processing.
In one embodiment, the computer device performs recognition processing on the monitoring image to determine whether the construction condition of the construction site meets the construction requirement corresponding to the construction site, and the recognition processing includes: the computer equipment identifies the monitoring image based on a personnel compliance identification algorithm, and determines whether constructors on a construction site meet construction requirements corresponding to the construction site or not through identification; and the computer equipment identifies the monitoring image based on an environment compliance identification algorithm, and determines whether the construction environment of the construction site meets the construction requirement corresponding to the construction site or not through identification processing.
In one embodiment, the computer device performs recognition processing on the monitoring image based on a personnel compliance recognition algorithm, and determines whether or not a constructor at a construction site meets construction requirements corresponding to the construction site through the recognition processing, including: the computer equipment identifies facial feature information of constructors in the monitored images based on a face identification algorithm, and determines whether the constructors meet the requirements of the constructors in the construction requirements or not according to identification processing results; the computer equipment identifies the characteristic information of the safety helmet worn by the constructor in the monitoring image based on a safety helmet identification algorithm, and determines whether the safety helmet worn by the constructor meets the safety helmet requirement in the construction requirement or not according to the identification processing result; the computer equipment identifies safety suit characteristic information worn by constructors in the monitored images based on a safety suit identification algorithm, and determines whether the safety suit worn by the constructors meets the safety suit requirements in the construction requirements or not according to identification processing results; and the computer equipment identifies the construction position image of the constructor in the monitoring image based on a position identification algorithm, and determines that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification processing result.
In one embodiment, the computer device performs recognition processing on the monitoring image based on an environment compliance recognition algorithm, and determines whether the construction environment of the construction site meets construction requirements corresponding to the construction site through the recognition processing, including: the computer equipment identifies the meteorological environment of the construction site in the monitoring image based on a meteorological identification algorithm, and determines whether the meteorological condition of the construction site meets the construction meteorological requirement in the construction requirement or not through identification processing.
In a second aspect, a job site monitoring system is provided, the system comprising: the construction site monitoring system comprises image acquisition equipment, computer equipment and information output equipment, wherein the image acquisition equipment is communicated with the computer equipment through a target local area network; the image acquisition equipment is used for acquiring and acquiring a monitoring image of a construction site and sending the monitoring image to the computer equipment through the target local area network; computer means for performing the steps of the method of monitoring a power construction site of any one of claims 1 to 7; and the information output equipment is used for outputting the alarm rectification information to the construction site under the control of the computer equipment.
In one embodiment, the computer device is connected with the encrypted external storage device, and the computer device is used for reading the construction requirements stored in the encrypted external storage device.
In one embodiment, the information output device comprises an audio playing device and a computer device, and the computer device is used for controlling the audio playing device to broadcast the alarm correction audio to the construction site.
In one embodiment, the information output device comprises a display device, a computer device for determining target constructors of the construction site which do not meet construction requirements; the computer equipment is used for carrying out labeling processing on the target constructor in the monitored image; and the computer equipment is used for controlling the display equipment to display the monitoring image subjected to the labeling processing.
In one embodiment, the computer equipment is used for carrying out recognition processing on the monitoring image based on a personnel compliance recognition algorithm, and determining whether constructors on a construction site meet construction requirements corresponding to the construction site or not through the recognition processing; and the computer equipment is used for identifying the monitoring image based on an environment compliance identification algorithm and determining whether the construction environment of the construction site meets the construction requirement corresponding to the construction site or not through identification processing.
In one embodiment, the computer equipment is used for identifying facial feature information of constructors in the monitoring image based on a face identification algorithm and determining whether the constructors meet constructor requirements in construction requirements or not according to an identification processing result; the computer equipment is used for identifying the safety helmet characteristic information worn by the constructors in the monitoring image based on a safety helmet identification algorithm and determining whether the safety helmet worn by the constructors meets the safety helmet requirement in the construction requirement or not according to the identification processing result; the computer equipment is used for identifying safety suit characteristic information worn by the constructors in the monitoring image based on a safety suit identification algorithm and determining whether the safety suit worn by the constructors meets the safety suit requirements in the construction requirements or not according to the identification processing result; and the computer equipment is used for identifying the construction position image of the constructor in the monitoring image based on a position identification algorithm and determining that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification processing result.
In one embodiment, the computer device is used for identifying the meteorological environment of the construction site in the monitoring image based on a meteorological identification algorithm, and determining whether the meteorological conditions of the construction site meet construction meteorological requirements in construction requirements through identification processing.
In a third aspect, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, performs the method of any of the first aspects described above.
According to the monitoring method, the monitoring system and the storage medium for the electric power construction site, the image acquisition equipment acquires the monitoring image of the construction site and sends the monitoring image to the computer equipment through the target local area network; the computer equipment receives the monitoring image sent by the image acquisition equipment through the target local area network, identifies the monitoring image and determines whether the construction condition of the construction site meets the construction requirement corresponding to the construction site or not through the identification processing; and if the construction condition of the construction site does not meet the construction requirement corresponding to the construction site, the computer equipment controls the information output equipment to output alarm correction information to the construction site. In addition, in the method, under the condition that the construction condition of the construction site is determined not to meet the construction requirement corresponding to the construction site, the computer device controls the information output device to output the alarm correction information to the construction site, but the management personnel is required to transmit the alarm correction information to the construction personnel after the construction condition of the construction site is determined not to meet the construction requirement corresponding to the construction site. Therefore, constructors can acquire the alarm correction information in time, the construction condition which does not meet the construction requirements is corrected in time, the potential safety hazard problem can be fed back in time, and the time for transmitting the alarm correction information by managers is saved, so that the safety problem is effectively avoided, and the monitoring efficiency of the electric power construction site is improved.
Drawings
FIG. 1 is a diagram illustrating an exemplary embodiment of a method for monitoring a power construction site;
FIG. 2 is a schematic flow chart of a method for monitoring a power construction site according to an embodiment;
FIG. 3 is a schematic flow chart illustrating the steps of monitoring the power construction site according to one embodiment;
FIG. 4 is a schematic flow chart illustrating a method for monitoring a power construction site according to another embodiment;
FIG. 5 is a schematic flow chart of a monitoring method for an electric power construction site according to another embodiment;
FIG. 6 is a block diagram of a monitoring system for an electric power construction site according to an embodiment;
FIG. 7 is a block diagram of a monitoring system for an electric power construction site according to an embodiment;
FIG. 8 is a block diagram of a power construction site monitoring system in one embodiment;
FIG. 9 is an internal block diagram of a computer device in one embodiment when the computer device is a server;
fig. 10 is an internal configuration diagram in a case where the computer device is a terminal in one embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The monitoring method for the power construction site provided by the embodiment of the application can be applied to the application environment shown in fig. 1. The application environment may be a job site monitoring system that includes an image capture device 102, a computer device 104, and an information output device 106. The image acquisition device may be a camera, a video camera, a still camera, or the like. The information output device may include an audio player, a display device, and the like. Image capture device 102 and computer device 104 communicate over a target local area network. The image capturing device 102 is configured to capture a monitoring image of a construction site, and send the monitoring image to the computer device 104 through the target lan. The computer device 104 and the information output device 106 may be connected via a network or may be electrically connected. The computer device 104 may be a terminal or a server, and when the computer device 104 is a terminal, the terminal may be, but is not limited to, various personal computers, notebook computers, smart phones, tablet computers, and portable wearable devices. When the computer device 104 is a server, the server can be implemented as a stand-alone server or a server cluster of multiple servers.
In an alternative embodiment of the present application, as shown in fig. 2, a method for monitoring a power construction site is provided, which is described by taking the method as an example of being applied to the construction site monitoring system in fig. 1, and includes the following steps:
In the embodiment of the present application, the target lan may be an area network formed in an electric power construction site. The target local area network may be a wireless local area network or a wired local area network. The image acquisition device may be a camera, a video camera, a camera, etc., and the application is not particularly limited to the type of the image acquisition device. The number of the image acquisition devices is not particularly limited in the embodiments of the present application.
In the embodiment of the application, the image acquisition device can acquire the monitoring image of the construction site in real time, wherein the monitoring image can comprise the construction site and the surrounding environment of the construction site. After the image acquisition equipment acquires the monitoring image of the construction site, the acquired monitoring image is sent to the computer equipment through a target local area network which is jointly accessed with the computer equipment. .
And 204, the computer equipment receives the monitoring image sent by the image acquisition equipment through the target local area network, identifies the monitoring image, and determines whether the construction condition of the construction site meets the construction requirement corresponding to the construction site through identification.
In the embodiment of the application, the computer device receives the monitoring image sent by the image acquisition device through a target local area network which is commonly accessed with the image acquisition device, and stores the monitoring image into a local database of the computer device.
And the computer equipment calls a preset algorithm to identify the received monitoring image, and determines whether the construction condition of the construction site meets the construction requirement corresponding to the construction site or not through identification. The construction requirements can include constructor requirements of a construction site, construction weather requirements, construction environment requirements, construction time requirements and the like.
Optionally, the computer device may call a preset algorithm to identify facial feature information, dressing feature information, helmet feature information, and a construction position of the constructor in the monitoring image, and determine whether the constructor in the construction site meets the constructor requirement in the construction requirement corresponding to the construction site according to the identification result.
Optionally, the computer device may further invoke a preset algorithm to identify the meteorological environment of the construction site in the monitoring image, and determine whether the meteorological condition of the construction site meets the construction meteorological requirement in the construction requirement according to the identification result.
Optionally, the computer device may further invoke a preset algorithm to identify whether there are external people, vehicles, and other devices in the surrounding environment of the construction site in the monitoring image, and determine whether the surrounding environment of the construction site meets the construction environment requirement in the construction requirement according to the identification result.
Optionally, the computer device may further determine the current construction time by receiving the time of the monitoring image sent by the image acquisition device, so as to determine whether the construction time of the construction site meets the construction time requirement in the construction requirement.
Illustratively, the time when the computer device receives the monitoring image sent by the image acquisition device is 18: 30, and the construction time in the construction requirement is 9: 00-18: 00, the computer equipment determines that the construction time of the current construction site does not meet the construction time requirement in the construction requirements.
And step 206, if the construction condition of the construction site does not meet the construction requirement corresponding to the construction site, the computer equipment controls the information output equipment to output alarm correction information to the construction site.
In the embodiment of the application, under the condition that the construction condition of the construction site does not meet the construction requirement corresponding to the construction site, the computer equipment controls the information output equipment to output the alarm correction information to the construction site. The information output device is used for outputting the alarm correction information, and the information output device is not specifically limited in the embodiment of the application. The alarm rectification information is used for alarming unsafe information existing in a construction site of constructors on the construction site and prompting the constructors to rectify and rectify in time.
In the embodiment of the present application, based on the above, when the computer device determines that at least one of the constructor, the construction weather, the construction environment, and the construction time of the construction site does not satisfy the construction requirement corresponding to the construction site, the computer device may control the information output device to output the warning rectification information to the constructor of the construction site. Optionally, the computer device may output the alarm rectification information to the job site for multiple times, where the number of times that the computer device may output the alarm rectification information to the job site may be 3 times or 5 times, and the number of times that the computer device outputs the alarm rectification information is not specifically limited in the embodiment of the present application.
For example, in a case where the computer device determines that the worker a at the construction site does not wear the helmet, the computer device may control the information output device to output a message of "the worker a notices that you do not wear the helmet as required for construction, wears the helmet quickly for your safety, thanks you for your cooperation", prompting the worker to wear the helmet.
According to the monitoring method for the power construction site, the image acquisition equipment acquires a monitoring image of the construction site and sends the monitoring image to the computer equipment through the target local area network; the computer equipment receives the monitoring image sent by the image acquisition equipment through the target local area network, identifies the monitoring image and determines whether the construction condition of the construction site meets the construction requirement corresponding to the construction site or not through the identification processing; and if the construction condition of the construction site does not meet the construction requirement corresponding to the construction site, the computer equipment controls the information output equipment to output alarm correction information to the construction site. By the method, the computer equipment can receive the monitoring information sent by the image acquisition equipment in real time. Further, instead of requiring the manager to convey the warning rectification information to the constructor after determining that the construction condition of the construction site does not satisfy the construction requirement corresponding to the construction site, the computer device controls the information output device to output the warning rectification information to the construction site in the case where it is determined that the construction condition of the construction site does not satisfy the construction requirement corresponding to the construction site. Therefore, constructors can acquire the alarm correction information in time, the construction condition which does not meet the construction requirements is corrected in time, the potential safety hazard problem can be fed back in time, and the time for transmitting the alarm correction information by managers is saved, so that the safety problem is effectively avoided, and the monitoring efficiency of the electric power construction site is improved.
In an optional embodiment of the present application, the computer device is connected to an encrypted external storage device, and the monitoring method for the power construction site further includes the following steps:
and the computer equipment reads the construction requirements stored in the encrypted external storage equipment.
In the embodiment of the application, the encryption external storage equipment is used for storing construction requirements, wherein the construction requirements corresponding to different power projects are different. The encryption external storage equipment can be an encryption U disk or an encryption hard disk, and the encryption external storage equipment is not particularly limited in the embodiment of the application.
In the embodiment of the application, the encrypted external storage device can be connected with the computer device. The computer equipment reads the construction requirement information stored by the encrypted external storage equipment aiming at the current power engineering, and identifies the construction requirement information, so that the computer equipment can read the construction requirement on a construction site.
In the embodiment of the application, the computer device can acquire the construction requirements of the construction site for the current power engineering by reading the construction requirements stored in the encrypted external storage device, and does not need network transmission or downloading of the construction requirements of the construction site. Therefore, the method is beneficial to monitoring the construction site by the computer equipment according to the construction requirement of the construction site of the current power engineering, ensures the accuracy of the computer in monitoring the construction site, and improves the efficiency of monitoring the power construction site.
In an optional implementation manner of this embodiment of the present application, the information output device includes an audio playing device, and the step 206 of controlling the information output device by the computer device to output the alarm modifying information to the construction site may include the following steps:
and the computer equipment controls the audio playing equipment to broadcast the alarm correction audio to the construction site.
In the embodiment of the present application, the audio playing device may be a sound or other device such as a speaker.
In the embodiment of the application, based on the content in the above embodiment, when the computer device determines that at least one of the constructor, the construction weather, the construction environment and the construction time of the construction site does not meet the construction requirement corresponding to the construction site, the computer device broadcasts the warning correction audio to the construction site by controlling the audio playing device.
In the embodiment of the application, the computer equipment broadcasts the alarm rectification audio to the construction site by controlling the audio playing equipment, so that all people in the construction site can clearly hear the alarm rectification audio, and construction conditions which do not meet construction requirements are rectified in time, thereby saving the time for informing and transmitting the alarm rectification information by managers, and improving the efficiency of monitoring the power construction site.
In an optional implementation manner of the embodiment of the present application, the information output device includes a display device, as shown in fig. 3, the step 206 of controlling the information output device to output the warning correction information to the job site by the computer device may include the following steps:
In the embodiment of the application, based on the content in the above embodiment, the computer device may call a preset algorithm to identify the facial feature information, the clothing feature information, the safety helmet feature information, and the position of the constructor in the monitoring image, and determine whether the constructor on the construction site meets the constructor requirement in the construction requirement corresponding to the construction site according to the identification result. The computer device determines a target constructor of the construction site that does not satisfy the construction requirement based on the recognition result.
And step 304, the computer equipment carries out labeling processing on the target constructor in the monitored image.
In the embodiment of the application, the computer equipment performs annotation processing on the image of the target constructor in the monitored image based on an image tag algorithm in the deep learning algorithm. The training process of the image label algorithm comprises the following steps: and acquiring a monitoring image as an image training set, marking constructors which do not meet the requirements of the constructors in the monitoring image, and outputting the monitoring image subjected to labeling processing so as to train an image labeling algorithm. The marking process can include red frame marking of the target constructor, and the reason why the target constructor does not meet the requirement of the constructor in the construction requirement is written beside the red frame.
Illustratively, the computer device recognizes facial feature information, clothing feature information, helmet feature information, and a position of the constructor in the monitoring image by calling a preset algorithm, and finds that the constructor a does not wear the helmet. The computer device determines that the constructor does not satisfy the constructor's requirement among the construction requirements corresponding to the construction site and determines the constructor a as the target constructor. Then, the computer device performs red frame labeling on the image of the target constructor A in the monitored image based on the image label algorithm in the deep learning algorithm, and indicates that "the constructor A does not wear the safety helmet according to the construction requirement and please wear the safety helmet quickly" beside the red frame.
And step 306, controlling the display device to display the marked monitoring image by the computer device.
In an embodiment of the present application, the information output device includes a display device. In order to ensure that the constructor receives the alarm correction information more intuitively, the computer equipment can send the monitoring image subjected to label processing to the display equipment and control the display equipment to display the monitoring image subjected to label processing.
In the embodiment of the application, the computer device determines the target constructors of the construction site which do not meet the construction requirements, labels the target constructors in the monitoring image, and controls the display device to display the labeled monitoring image. Therefore, the condition that the noise is very large at a construction site and a constructor cannot hear the warning rectification audio frequency can be ensured, the constructor can obtain the warning rectification information output by the computer equipment more intuitively by watching the display equipment, so that the construction condition of the site which does not meet the construction requirement is rectified in time, the time for informing and transmitting the warning rectification information by a manager is saved, and the efficiency of monitoring the electric power construction site is improved.
In an alternative implementation manner of the embodiment of the present application, as shown in fig. 4, the step 204 of performing recognition processing on the monitoring image by the computer device to determine whether the construction condition of the construction site meets the construction requirement corresponding to the construction site through the recognition processing may include the following steps:
and 402, identifying the monitoring image by the computer equipment based on a personnel compliance identification algorithm, and determining whether constructors on a construction site meet construction requirements corresponding to the construction site or not through identification.
In the embodiment of the application, the computer equipment identifies the monitoring image based on a personnel compliance identification algorithm. The personnel compliance identification algorithm is used for identifying the construction personnel image in the monitoring image, and can identify facial feature information of the construction personnel, whether the safety helmet of the construction personnel is in compliance, whether the safety suit of the construction personnel is in compliance and whether the construction position of the construction personnel is in compliance.
In the embodiment of the application, the computer equipment identifies the monitoring image based on the personnel compliance identification algorithm, and judges whether non-specified construction personnel exist in the construction personnel according to the identification result identified by the personnel compliance identification algorithm, whether construction personnel who are not in compliance and cannot be worn by safety helmets exist, whether construction personnel who are not in compliance and cannot be worn by safety clothing exist and whether construction personnel whose construction positions are not in compliance exist, so that whether the construction personnel on a construction site meet construction requirements corresponding to the construction site is determined according to the identification result.
And 404, identifying the monitoring image by the computer equipment based on an environment compliance identification algorithm, and determining whether the construction environment of the construction site meets the construction requirement corresponding to the construction site or not through identification processing.
In the embodiment of the application, the computer equipment identifies the monitoring image based on the environment compliance identification algorithm. The environment compliance identification algorithm is used for identifying the construction environment in the monitored image, and can identify the meteorological environment of the construction site in the monitored image and the surrounding environment of the construction site in the monitored image.
In the embodiment of the application, the computer device identifies the monitoring image based on the environment compliance identification algorithm, and judges whether the meteorological environment of the construction site in the monitoring image is compliant or not and whether foreign persons, vehicles and other devices exist in the surrounding environment of the construction site in the monitoring image or not according to the identification result identified by the environment compliance identification algorithm, so that whether the construction environment of the construction site meets the construction requirement corresponding to the construction site or not is determined according to the identification result.
In the embodiment of the application, the computer equipment identifies the monitoring image based on the personnel compliance identification algorithm, determines whether constructors on a construction site meet construction requirements corresponding to the construction site or not through identification, identifies the monitoring image based on the environment compliance identification algorithm, and determines whether construction environments on the construction site meet the construction requirements corresponding to the construction site or not through identification. In the method, the computer equipment can accurately identify whether the constructors and the construction environment of the construction site meet the construction requirements corresponding to the construction site or not based on the personnel compliance identification algorithm and the environment compliance identification algorithm. Therefore, the alarm rectification information can be accurately output, so that constructors can timely rectify and rectify the constructors and the construction environment which do not meet the construction requirements, and the efficiency of monitoring the electric power construction site is improved.
In an optional implementation manner of the embodiment of the present application, the step 402 of performing, by the computer device, identification processing on the monitoring image based on a personnel compliance identification algorithm, and determining whether a constructor on a construction site meets a construction requirement corresponding to the construction site through the identification processing may include the following steps:
in one case, the computer device identifies facial feature information of the constructors in the monitoring image based on a face identification algorithm, and determines whether the constructors meet constructor requirements in construction requirements or not according to identification processing results.
In the embodiment of the application, the computer equipment identifies the facial feature information of the constructor in the monitoring image based on a face recognition algorithm. The training process of the face recognition algorithm is to take the monitoring image collected by the image collecting device as a training set and take the facial feature information of each constructor as output to train the face recognition algorithm.
In the embodiment of the application, the computer equipment identifies the facial feature information of the constructors in the monitoring image based on the face identification algorithm, and compares the identification result with the facial feature information of the constructors in the constructor requirement. Therefore, whether the constructors in the monitored image are consistent with the constructors in the constructor requirement or not and whether the constructors in the non-constructor requirement exist in the monitored image or not can be determined. And if the condition that the constructors in the monitored images are inconsistent with the constructors in the construction requirement exists, the computer equipment determines that the constructors do not meet the constructor requirement in the construction requirement. And if the constructors in the monitored images are consistent with the constructors in the construction requirement, the computer equipment determines that the constructors meet the constructor requirement in the construction requirement.
In another case, the computer equipment identifies the safety helmet characteristic information worn by the constructor in the monitoring image based on a safety helmet identification algorithm, and determines whether the safety helmet worn by the constructor meets the safety helmet requirement in the construction requirement or not according to the identification processing result.
In the embodiment of the application, the computer equipment can identify the safety helmet characteristic information worn by the constructor in the monitoring image based on a safety helmet identification algorithm. The training process of the safety helmet identification algorithm can be to train the safety helmet identification algorithm by taking the monitoring image acquired by the image acquisition equipment as a training set and taking the safety helmet worn by each constructor as an output target.
In the embodiment of the application, the computer equipment can identify the safety helmet characteristic information worn by each constructor in the monitoring image based on a safety helmet identification algorithm. Optionally, in the case that the characteristic information of the safety helmet of a certain constructor is not identified, it is determined that the constructor does not wear the safety helmet, and thus it is determined that the constructor does not meet the safety helmet requirement in the construction requirement when wearing the safety helmet. Optionally, when the safety helmet worn by a certain constructor is different from the safety helmet in the construction requirement, determining that the constructor does not meet the safety helmet requirement in the construction requirement when wearing the safety helmet
In another case, the computer equipment identifies safety clothing characteristic information worn by the constructors in the monitoring image based on a safety clothing identification algorithm, and determines whether the safety clothing worn by the constructors meets the safety clothing requirements in the construction requirements or not according to the identification processing result.
In the embodiment of the application, the computer equipment identifies safety suit characteristic information worn by a constructor in the monitoring image based on a safety suit identification algorithm. The safety suit identification algorithm can be trained by taking the monitoring image acquired by the image acquisition equipment as a training set and taking the safety suit worn by each constructor as an output target in the training process of the safety suit identification algorithm.
In the embodiment of the application, the computer equipment identifies the clothing image worn by the constructor in the monitoring image based on the safety clothing identification algorithm, and compares the identified clothing image of the constructor with the safety clothing in the construction requirement, so as to determine whether the safety clothing worn by the constructor meets the safety clothing requirement in the construction requirement.
In another case, the computer equipment identifies the construction position image of the constructor in the monitoring image based on a position identification algorithm, and determines that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification processing result.
In the embodiment of the application, the computer equipment identifies the construction position image of the constructor in the monitoring image based on the position identification algorithm, so that the current position of each constructor is judged according to the surrounding environment of the construction site, and whether the constructor carries out construction at the construction position required by construction or whether the constructor enters a construction forbidden zone is determined. And determining that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification result.
In the embodiment of the application, the computer equipment identifies the facial feature information of the constructors in the monitored image based on a face identification algorithm, and determines whether the constructors meet the requirements of the constructors in the construction requirements or not according to the identification processing result; the computer equipment identifies the characteristic information of the safety helmet worn by the constructor in the monitoring image based on a safety helmet identification algorithm, and determines whether the safety helmet worn by the constructor meets the safety helmet requirement in the construction requirement or not according to the identification processing result; the computer equipment identifies safety suit characteristic information worn by constructors in the monitored images based on a safety suit identification algorithm, and determines whether the safety suit worn by the constructors meets the safety suit requirements in the construction requirements or not according to identification processing results; and the computer equipment identifies the construction position image of the constructor in the monitoring image based on a position identification algorithm, and determines that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification processing result. By the method, the computer equipment can determine whether the constructors are correct, and whether the constructors wear the safety clothes and wear the safety helmets, and the computer equipment can also determine whether the constructors are in the correct positions for construction, so that the all-round monitoring of the constructors is realized, the danger of the constructors is avoided, and the efficiency of monitoring the power construction site is improved.
In an optional implementation manner of the embodiment of the present application, the step 404 of performing, by the computer device, identification processing on the monitoring image based on an environment compliance identification algorithm, and determining whether the construction environment of the construction site meets the construction requirement corresponding to the construction site through the identification processing may include the following steps:
the computer equipment identifies the meteorological environment of the construction site in the monitoring image based on a meteorological identification algorithm, and determines whether the meteorological condition of the construction site meets the construction meteorological requirement in the construction requirement or not through identification processing.
In an embodiment of the application, the computer device identifies a weather environment of the construction site in the monitoring image based on a weather identification algorithm. The weather identification algorithm can identify sunny days, cloudy days, rainy days, snow days, haze days and the like.
In the embodiment of the application, the computer equipment identifies the meteorological environment of the construction site in the monitoring image based on a meteorological identification algorithm, so that the current meteorological environment condition of the construction site is determined, and whether the meteorological condition of the construction site meets the construction meteorological requirement in the construction requirement or not is determined according to the identification result.
Illustratively, the computer device identifies that the current weather environment of the construction site in the monitored image is rainy when the constructor is still working based on a weather identification algorithm. However, since the construction weather is required to be clear in the construction weather requirement, the computer device determines that the weather condition of the construction site does not satisfy the construction weather requirement in the construction requirement.
In the embodiment of the application, the computer equipment identifies the meteorological environment of the construction site in the monitoring image based on a meteorological identification algorithm, and determines whether the meteorological condition of the construction site meets the construction meteorological requirement in the construction requirement or not through identification processing. By the method, the computer equipment can identify the meteorological environment of the construction site in the monitoring image, so that the meteorological environment of the construction site is monitored, and the construction of constructors under the condition that construction meteorological requirements are not met in order to catch up with the progress of the engineering is prevented, so that the danger probability is increased. Therefore, the method can reduce the possibility of danger on the electric power construction site and improve the efficiency of monitoring the electric power construction site.
In order to better explain the method for monitoring the power construction site, the present application provides an embodiment for explaining the overall flow aspect of the method for monitoring the power construction site, as shown in fig. 5, the method includes:
And step 504, the computer equipment identifies the facial feature information of the constructors in the monitoring image based on a face identification algorithm, and determines whether the constructors meet the requirements of the constructors in the construction requirements or not according to the identification processing result.
And 505, identifying the characteristic information of the safety helmet worn by the constructor in the monitoring image by the computer equipment based on a safety helmet identification algorithm, and determining whether the safety helmet worn by the constructor meets the safety helmet requirement in the construction requirement or not according to the identification processing result.
And 507, identifying the construction position image of the constructor in the monitoring image by the computer equipment based on a position identification algorithm, and determining that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification processing result.
In step 509, if the construction condition of the construction site does not satisfy the construction requirement corresponding to the construction site, the computer device controls the audio playing device to broadcast the warning correction audio to the construction site.
And 511, the computer equipment carries out labeling processing on the target constructor in the monitoring image.
And step 512, controlling the display equipment to display the marked monitoring image by the computer equipment.
It should be understood that although the various steps in the flow charts of fig. 2-5 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 described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least some of the steps in fig. 2-5 may include multiple steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed in turn or alternately with other steps or at least some of the other steps.
In an alternative embodiment of the present application, as shown in FIG. 1, there is provided a job site monitoring system 100, comprising: the construction site monitoring system comprises an image acquisition device 102, a computer device 104 and an information output device 106, wherein the image acquisition device 102 and the computer device 104 are communicated through a target local area network; the image acquisition equipment 102 is used for acquiring and acquiring monitoring images of a construction site and sending the monitoring images to the computer equipment 104 through a target local area network; a computer device 104 for performing the steps of the power construction site monitoring method of any one of the preceding claims 1-7; and an information output device 106 for outputting the alarm rectification information to the construction site under the control of the computer device 104.
In one embodiment, as shown in fig. 6, the computer device 104 is connected to the encrypted external storage device 108, and the computer device 104 is configured to read the construction requirement stored in the encrypted external storage device 108.
In one embodiment, as shown in fig. 7, the information output device 106 includes an audio playback device 1061, and the computer device 104 is configured to control the audio playback device 1061 to broadcast the warning correction audio to the job site.
In one embodiment, as shown in FIG. 8, the information output device 106 includes a display device 1062, a computer device 104 for determining a target operator of a job site that does not meet the construction requirements; the computer equipment 104 is used for performing labeling processing on the target constructor in the monitored image; and a computer device 104 for controlling the display device 1062 to display the monitoring image subjected to the annotation processing.
In one embodiment, the computer device 104 is configured to perform an identification process on the monitoring image based on a personnel compliance identification algorithm, and determine whether a constructor on a construction site meets construction requirements corresponding to the construction site through the identification process; and the computer device 104 is used for carrying out identification processing on the monitoring image based on an environment compliance identification algorithm and determining whether the construction environment of the construction site meets the construction requirement corresponding to the construction site or not through the identification processing.
In one embodiment, the computer device 104 is configured to identify facial feature information of a constructor in the monitoring image based on a face recognition algorithm, and determine whether the constructor meets constructor requirements in construction requirements according to the identification processing result; the computer equipment 104 is used for identifying the safety helmet characteristic information worn by the constructors in the monitoring image based on a safety helmet identification algorithm and determining whether the safety helmet worn by the constructors meets the safety helmet requirement in the construction requirement or not according to the identification processing result; the computer equipment 104 is used for identifying safety suit characteristic information worn by constructors in the monitored images based on a safety suit identification algorithm and determining whether the safety suit worn by the constructors meets the safety suit requirements in the construction requirements or not according to the identification processing result; and the computer device 104 is used for identifying the construction position image of the constructor in the monitoring image based on a position identification algorithm, and determining that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification processing result.
In one embodiment, the computer device 104 is configured to identify a weather environment of the construction site in the monitoring image based on a weather identification algorithm, and determine whether the weather condition of the construction site meets construction weather requirements of the construction requirements by the identification process.
In one embodiment, a computer device is provided, which may be a server, and its internal structure diagram may be as shown in fig. 9. The computer device includes a processor, a memory, and a network interface connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The database of the computer equipment is used for storing the monitoring data of the electric power construction site. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a power job site monitoring method.
In one embodiment, a computer device is provided, which may be a terminal, and its internal structure diagram may be as shown in fig. 10. The computer device includes a processor, a memory, a communication interface, a display screen, and an input device connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The communication interface of the computer device is used for carrying out wired or wireless communication with an external terminal, and the wireless communication can be realized through WIFI, an operator network, NFC (near field communication) or other technologies. The computer program is executed by a processor to implement a power job site monitoring method. The display screen of the computer equipment can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, a key, a track ball or a touch pad arranged on the shell of the computer equipment, an external keyboard, a touch pad or a mouse and the like.
Those skilled in the art will appreciate that the configurations shown in fig. 9 and 10 are merely block diagrams of some configurations relevant to the present disclosure, and do not constitute a limitation on the computing devices to which the present disclosure may be applied, and that a particular computing device may include more or less components than those shown, or combine certain components, or have a different arrangement of components.
In one embodiment of the present application, there is provided a computer readable storage medium having a computer program stored thereon, the computer program when executed by a processor implementing the steps of:
the image acquisition equipment acquires a monitoring image of a construction site and sends the monitoring image to the computer equipment through the target local area network; the computer equipment receives the monitoring image sent by the image acquisition equipment through the target local area network, identifies the monitoring image and determines whether the construction condition of the construction site meets the construction requirement corresponding to the construction site or not through the identification processing; and if the construction condition of the construction site does not meet the construction requirement corresponding to the construction site, the computer equipment controls the information output equipment to output alarm correction information to the construction site.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of: and the computer equipment reads the construction requirements stored in the encrypted external storage equipment.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of: and the computer equipment controls the audio playing equipment to broadcast the alarm correction audio to the construction site.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of: the computer equipment determines target constructors of a construction site which do not meet construction requirements; the computer equipment carries out labeling processing on the target constructor in the monitoring image; and the computer equipment controls the display equipment to display the monitoring image subjected to the labeling processing.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of: the computer equipment identifies the monitoring image based on a personnel compliance identification algorithm, and determines whether constructors on a construction site meet construction requirements corresponding to the construction site or not through identification; and the computer equipment identifies the monitoring image based on an environment compliance identification algorithm, and determines whether the construction environment of the construction site meets the construction requirement corresponding to the construction site or not through identification processing.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of: the computer equipment identifies facial feature information of constructors in the monitored images based on a face identification algorithm, and determines whether the constructors meet the requirements of the constructors in the construction requirements or not according to identification processing results; the computer equipment identifies the characteristic information of the safety helmet worn by the constructor in the monitoring image based on a safety helmet identification algorithm, and determines whether the safety helmet worn by the constructor meets the safety helmet requirement in the construction requirement or not according to the identification processing result; the computer equipment identifies safety suit characteristic information worn by constructors in the monitored images based on a safety suit identification algorithm, and determines whether the safety suit worn by the constructors meets the safety suit requirements in the construction requirements or not according to identification processing results; and the computer equipment identifies the construction position image of the constructor in the monitoring image based on a position identification algorithm, and determines that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification processing result.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of: the computer equipment identifies the meteorological environment of the construction site in the monitoring image based on a meteorological identification algorithm, and determines whether the meteorological condition of the construction site meets the construction meteorological requirement in the construction requirement or not through identification processing.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware related to instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database or other medium used in the embodiments provided herein can include at least one of non-volatile and volatile memory. Non-volatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical storage, or the like. Volatile Memory can include Random Access Memory (RAM) or external cache Memory. By way of illustration and not limitation, RAM can take many forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (DRAM), among others.
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above examples only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. The method is characterized in that the method is used in a construction site monitoring system, the construction site monitoring system comprises an image acquisition device, a computer device and an information output device, and the image acquisition device and the computer device are communicated through a target local area network; the method comprises the following steps:
the image acquisition equipment acquires a monitoring image of a construction site and sends the monitoring image to the computer equipment through the target local area network;
the computer equipment receives the monitoring image sent by the image acquisition equipment through the target local area network, identifies the monitoring image, and determines whether the construction condition of the construction site meets the construction requirement corresponding to the construction site or not through the identification;
and if the construction condition of the construction site does not meet the construction requirement corresponding to the construction site, the computer equipment controls the information output equipment to output alarm correction information to the construction site.
2. The method of claim 1, wherein the computer device is connected to an encrypted external storage device, the method further comprising:
and the computer equipment reads the construction requirements stored in the encrypted external storage equipment.
3. The method of claim 1, wherein the information output device comprises an audio playback device, and wherein the computer device controls the information output device to output the alarm rectification information to the job site, comprising:
and the computer equipment controls the audio playing equipment to broadcast an alarm correction audio to the construction site.
4. The method of claim 1, wherein the information output device comprises a display device, and the computer device controls the information output device to output the alarm modification information to the job site, comprising:
the computer device determining a target constructor of the job site that does not meet the construction requirements;
the computer equipment carries out labeling processing on the target constructor in the monitoring image;
and the computer equipment controls the display equipment to display the monitoring image subjected to the labeling processing.
5. The method of claim 1, wherein the computer device performs an identification process on the monitoring image, and wherein determining whether the construction condition of the construction site meets construction requirements corresponding to the construction site by the identification process comprises:
the computer equipment identifies the monitoring image based on a personnel compliance identification algorithm, and determines whether constructors on the construction site meet construction requirements corresponding to the construction site or not through the identification;
and the computer equipment identifies the monitoring image based on an environment compliance identification algorithm, and determines whether the construction environment of the construction site meets the construction requirement corresponding to the construction site or not through the identification.
6. The method of claim 5, wherein the computer device performs an identification process on the monitoring image based on a personnel compliance identification algorithm, and wherein determining whether the constructor at the construction site meets construction requirements corresponding to the construction site by the identification process comprises:
the computer equipment identifies facial feature information of the constructors in the monitoring image based on a face identification algorithm, and determines whether the constructors meet the constructor requirements in the construction requirements or not according to the identification processing result;
the computer equipment identifies the characteristic information of the safety helmet worn by the constructor in the monitoring image based on a safety helmet identification algorithm, and determines whether the safety helmet worn by the constructor meets the safety helmet requirement in the construction requirement or not according to the identification processing result;
the computer equipment identifies safety suit characteristic information worn by the constructors in the monitoring image based on a safety suit identification algorithm, and determines whether the safety suit worn by the constructors meets the safety suit requirement in the construction requirement or not according to the identification processing result;
and the computer equipment identifies the construction position image of the constructor in the monitoring image based on a position identification algorithm, and determines that the construction position of the constructor meets the construction position requirement in the construction requirement according to the identification processing result.
7. The method of claim 5, wherein the computer device performs an identification process on the monitoring image based on an environment compliance identification algorithm, and wherein determining whether the construction environment of the construction site meets construction requirements corresponding to the construction site through the identification process comprises:
the computer equipment identifies the meteorological environment of the construction site in the monitoring image based on a meteorological identification algorithm, and determines whether the meteorological conditions of the construction site meet construction meteorological requirements in the construction requirements through the identification processing.
8. A job site monitoring system, the system comprising: the construction site monitoring system comprises image acquisition equipment, computer equipment and information output equipment, wherein the image acquisition equipment is communicated with the computer equipment through a target local area network;
the image acquisition equipment is used for acquiring and acquiring monitoring images of a construction site and sending the monitoring images to the computer equipment through the target local area network;
the computer device for performing the steps of the method for monitoring a power construction site according to any one of claims 1 to 7;
and the information output equipment is used for outputting alarm rectification information to the construction site under the control of the computer equipment.
9. The system of claim 8, wherein the computer device is connected to an encrypted external storage device, and the computer device is configured to read the construction requirement stored in the encrypted external storage device.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 7.
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