Summary of the invention
Technical assignment of the invention be against the above deficiency place, a kind of vehicle management side based on AI intellectual analysis is providedMethod and system can complete the automatic identification and record to vehicle cargo, solution while the management to vehicles while passing, chargingCertainly conventional truck management system lacks the problem of cargo monitoring.
The technical solution adopted by the present invention to solve the technical problems is:
A kind of vehicles management method based on AI intellectual analysis, including vehicle information management, vehicles while passing application, vehicle intoExamination & approval, vehicle remote are argued for the sake of arguing out identifies with vehicle cargo,
Vehicle information management completes vehicle management, gate management, video camera and site equipment management, vehicles while passing recordsManagement；
Vehicles while passing application includes that the generation of vehicles while passing application, the application system page show and handle, according to vehicle intoRequest for data carries out vehicles while passing examination & approval out；
Vehicle cargo is identified by video camera crawl vehicle cargo photo and carries out discriminance analysis, is known according to vehicle cargoOther result carries out vehicles while passing examination & approval；
Vehicles while passing examination & approval receive the disengaging application that vehicles while passing application part is submitted, and disengaging application is forwarded to third partySystem simultaneously receives that third party system is examined as a result, vehicle cargo identification division is called to obtain vehicle cargo recognition result simultaneously,Whether examination & approval vehicle allows to pass through, and the order that will argue for the sake of arguing submits to vehicle remote and argues for the sake of arguing device；
Vehicle remote, which is argued for the sake of arguing, receives arguing for the sake of arguing as a result, completing gate for vehicles while passing examination & approval part, and by the note of vehicles while passingVehicle information management is submitted in record.
Vehicles while passing examination & approval, approval results control are carried out according to vehicles while passing application information and vehicle cargo identification informationVehicle remote is argued for the sake of arguing, and the data generated in vehicle approval results and the approval process are stored to database, for information of vehicles pipeReason system is for statistical analysis, applied to vehicles while passing examination & approval next time.
Preferably, the vehicle management includes that vehicle white list, blacklist management and Car park payment mode manage, and judges vehicleWhether belong to white list or blacklist, carries out the management and the corresponding charge method of matching of vehicles while passing；
The gate management includes to the management of parking lot access way gate number and the associated video camera volume of gateThe realization of number binding function, convenient for the collection and management of information；
The management of vehicles while passing record includes the upload of vehicles while passing record, upload to vehicle photographic and to vehicle photoThe upload for the result analyzed is collected the data of each vehicles while passing, is analyzed and processed to data, and vehicles while passing is applied toExamination & approval.
Preferably, vehicles while passing application generates vehicles while passing application two dimensional code, by scanning the two-dimensional code, complete to vehicle intoThe submission applied out, it is convenient to use, adapt to intelligentized vehicle management system.
Preferably, vehicle remote, which is argued for the sake of arguing, submits to vehicles while passing examination & approval part for vehicles while passing record, then by vehicles while passingExamination & approval part is sent to vehicle information management, carries out data collection and information to vehicles while passing approval results and clearance vehicle dataManagement.
A kind of vehicle management system based on AI intellectual analysis, including vehicle information management system is also claimed in the present inventionSystem, vehicles while passing application system, vehicles while passing auditing system, vehicle remote are argued for the sake of arguing system and vehicle cargo identifying system,
Vehicle information management system includes vehicle management, gate management, video camera and site equipment management, vehicles while passing noteRecord management；
Vehicles while passing application system includes vehicles while passing requisition procedure, vehicles while passing application system page presentation and processing,And request for data is transmitted to vehicles while passing approval system；
Vehicle cargo identifying system grabs vehicle cargo photo by video camera, carries out discriminance analysis, and by discriminance analysisResult be transmitted to vehicles while passing approval system；
After vehicles while passing approval system receives the disengaging application of vehicles while passing application system submission, by disengaging application forwardingTo third party system and receive third party system examination & approval as a result, vehicle cargo identifying system is called to obtain vehicle cargo simultaneouslyWhether recognition result, examination & approval vehicle allow to pass through, and the order that will argue for the sake of arguing submits to vehicle remote and argues for the sake of arguing system；
Vehicle remote system of arguing for the sake of arguing receives arguing for the sake of arguing as a result, completing gate for vehicles while passing approval system, and by vehicles while passingRecord submit to vehicle information management system.
Preferably, the vehicle management includes that vehicle white list, blacklist management and Car park payment mode manage；
The gate management includes to the management of parking lot access way gate number and the associated video camera volume of gateThe realization of number binding function；
The management of vehicles while passing record includes the upload of vehicles while passing record, upload to vehicle photographic and to vehicle photoThe upload for the result analyzed.
Preferably, the vehicles while passing requisition procedure includes generating vehicles while passing application two dimensional code, is carrying out vehicles while passingWhen application, by scanning the two-dimensional code, the submission to vehicles while passing application is completed.
Preferably, the vehicle cargo photo of crawl is submitted to open platform and carries out identification point by vehicle cargo identifying systemAnalysis, and the examination & approval by the result of analysis applied to vehicles while passing approval system.
Preferably, the record of vehicles while passing is submitted to vehicle approval system by vehicle remote system of arguing for the sake of arguing, then is examined by vehicleIt criticizes system connectivity approval information and sends jointly to vehicle information management system.
Preferably, which realizes that the process of vehicle management is as follows:
1) gate, video camera and application apparatus, are arranged at the scene；
2) information of vehicles passing in and out, the information such as including white list, convenient for disengaging vehicle, are added in vehicle information management systemManagement and corresponding fee system management；
3) gate and video camera information, are added in vehicle information management system, gate number including access way andThe binding of associated camera number, by the data transfer management of gate, video camera and application apparatus and association setting typingVehicle information management system；
4) vehicle application two dimensional code, is generated in vehicles while passing application system, is scanned the two-dimensional code in vehicles while passing applicationCarry out the submission of vehicles while passing application；Vehicles while passing application system also sets up the page presentation and data processing of application information, andIt realizes the transmission of request for data, vehicle examination & approval is sent to after the processing that vehicles while passing request for data passes through vehicles while passing application systemSystem；
5) address of third party system examination & approval, is added in vehicle approval system, vehicle approval system is receiving vehicleAfter passing in and out the disengaging application that application system is submitted, disengaging application is forwarded to third party system, and receive third party system examination & approvalResult；
6) algorithm information for, adding the address of AI training platform in vehicle approval system and being called, vehicle examination & approval systemSystem receives the discriminance analysis that vehicle cargo identifying system is sent and divides as a result, calculate by AI training platform and corresponding algorithmAnalysis, determines whether that vehicle passes through；Allow by vehicle control gate by vehicle remote system of arguing for the sake of arguing and argue for the sake of arguing clearances, it is fairPerhaps the information of vehicles passed through is argued for the sake of arguing the information collections such as system gate and camera shooting by vehicle remote, returns to vehicle approval system,The information will be as training data applied to algorithm training；
7), program starts to execute.
The vehicle management system can both have been applied in the common application field for needing vehicle management, such as parking lot,It can apply in the application field for needing to identify vehicle cargo, such as receive and dispatch goods yard and need to be monitored vehicle cargoApplication scenarios.
Compared to the prior art a kind of vehicles management method and system based on AI intellectual analysis of the invention, has followingThe utility model has the advantages that
This method is scanned the two-dimensional code by APP, completes the submission to vehicles while passing application, and can complete to vehicle cargoThe function of carrying out artificial intelligence identification is integrated with cell phone application and submits application function and carry out artificial intelligence identification to vehicle cargoFunction, in addition to that can be managed to vehicles while passing, moreover it is possible to be identified to vehicle cargo, reach finer control mesh's.
Third party system, which is examined, to be applied to user, guarantees the real time monitoring to vehicles while passing, using to vehicles while passingInformation collection and data processing, by related data information be applied to approval system AI training, constantly update system, promoted examineCriticize effect.
Specific embodiment
The present invention will be further explained below with reference to the attached drawings and specific examples.
A kind of vehicles management method based on AI intellectual analysis, including vehicle information management, vehicles while passing application, vehicle intoExamination & approval, vehicle remote are argued for the sake of arguing out identifies with vehicle cargo.
Vehicle information management completes vehicle management, gate management, video camera and site equipment management, vehicles while passing recordsManagement:
Vehicle management includes that vehicle white list, blacklist management and Car park payment mode manage, and judges whether vehicle belongs toWhite list or blacklist carry out the management and the corresponding charge method of matching of vehicles while passing；
Gate management includes tying up to the management of parking lot access way gate number and the associated camera number of gateThe realization of function is determined, convenient for the collection and management of information；
The management of vehicles while passing record includes the upload of vehicles while passing record, upload to vehicle photographic and to vehicle photoThe upload for the result analyzed is collected the data of each vehicles while passing, is analyzed and processed to data, and vehicles while passing is applied toExamination & approval.
Vehicles while passing application includes that the generation of vehicles while passing application, the application system page show and handle, according to vehicle intoRequest for data carries out vehicles while passing examination & approval out.Vehicles while passing application generates vehicles while passing application two dimensional code, by scanning the two-dimensional code,The submission to vehicles while passing application is completed, it is convenient to use, adapt to intelligentized vehicle management system.
Vehicle cargo is identified by video camera crawl vehicle cargo photo and carries out discriminance analysis, is known according to vehicle cargoOther result carries out vehicles while passing examination & approval.
Vehicles while passing examination & approval receive the disengaging application that vehicles while passing application part is submitted, and disengaging application is forwarded to third partySystem simultaneously receives that third party system is examined as a result, vehicle cargo identification division is called to obtain vehicle cargo recognition result simultaneously,Whether examination & approval vehicle allows to pass through, and the order that will argue for the sake of arguing submits to vehicle remote and argues for the sake of arguing device.
Vehicle remote, which is argued for the sake of arguing, receives arguing for the sake of arguing as a result, completing gate for vehicles while passing examination & approval part, and by the note of vehicles while passingVehicle information management is submitted in record.
Vehicle remote argues for the sake of arguing vehicles while passing record submitting to vehicles while passing examination & approval part, then examines part by vehicles while passingIt is sent to vehicle information management, data collection and information management are carried out to vehicles while passing approval results and clearance vehicle data.
Vehicles while passing examination & approval, approval results control are carried out according to vehicles while passing application information and vehicle cargo identification informationVehicle remote is argued for the sake of arguing, and the data generated in vehicle approval results and the approval process are stored to database, for information of vehicles pipeReason system is for statistical analysis, applied to vehicles while passing examination & approval next time.
A kind of vehicle management system based on AI intellectual analysis, including vehicle information management system, vehicles while passing application systemSystem, vehicles while passing auditing system, vehicle remote are argued for the sake of arguing system and vehicle cargo identifying system.
Vehicle information management system includes vehicle management, gate management, video camera and site equipment management, vehicles while passing noteRecord management.
Wherein vehicle management includes that vehicle white list, blacklist management and Car park payment mode manage；
Gate management includes tying up to the management of parking lot access way gate number and the associated camera number of gateDetermine the realization of function；
The management of vehicles while passing record includes the upload of vehicles while passing record, upload to vehicle photographic and to vehicle photoThe upload for the result analyzed.
Vehicles while passing application system includes vehicles while passing requisition procedure, vehicles while passing application system page presentation and processing,And request for data is transmitted to vehicles while passing approval system；The vehicles while passing requisition procedure includes generating vehicles while passing application twoCode is tieed up, when carrying out vehicles while passing application, by scanning the two-dimensional code, completes the submission to vehicles while passing application.
Vehicle cargo identifying system grabs vehicle cargo photo by video camera, carries out discriminance analysis, and by discriminance analysisResult be transmitted to vehicles while passing approval system.The vehicle cargo photo of crawl is submitted to open flat by vehicle cargo identifying systemPlatform carries out discriminance analysis, and the result of analysis is applied to the examination & approval of vehicles while passing approval system.
After vehicles while passing approval system receives the disengaging application of vehicles while passing application system submission, by disengaging application forwardingTo third party system and receive third party system examination & approval as a result, vehicle cargo identifying system is called to obtain vehicle cargo simultaneouslyWhether recognition result, examination & approval vehicle allow to pass through, and the order that will argue for the sake of arguing submits to vehicle remote and argues for the sake of arguing system.
Vehicle remote system of arguing for the sake of arguing receives arguing for the sake of arguing as a result, completing gate for vehicles while passing approval system, and by vehicles while passingRecord submit to vehicle information management system.
The record of vehicles while passing is submitted to vehicle approval system by vehicle remote system of arguing for the sake of arguing, then is connected by vehicle approval systemLogical approval information sends jointly to vehicle information management system.
The system realizes that the process of vehicle management is as follows:
1, gate, video camera and application apparatus are arranged at the scene；
2, the information of vehicles passing in and out, the information such as including white list, convenient for disengaging vehicle are added in vehicle information management systemManagement and corresponding fee system management；
3, gate and video camera information are added in vehicle information management system, gate number including access way andThe binding of associated camera number, by the data transfer management of gate, video camera and application apparatus and association setting typingVehicle information management system；
4, in vehicles while passing application system generate vehicle application two dimensional code, scanned the two-dimensional code in vehicles while passing application intoThe submission of row vehicles while passing application；Vehicles while passing application system also sets up the page presentation and data processing of application information, and realThe transmission of existing request for data is sent to vehicle examination & approval system after the processing that vehicles while passing request for data passes through vehicles while passing application systemSystem；
5, in vehicle approval system add third party system examination & approval address, vehicle approval system receive vehicle intoAfter the disengaging application that application system is submitted out, disengaging application is forwarded to third party system, and receive third party system examination & approvalAs a result；
6, the algorithm information for adding the address of AI training platform in vehicle approval system and being called, vehicle approval systemIt receives the discriminance analysis that vehicle cargo identifying system is sent and divides as a result, calculate by AI training platform and corresponding algorithmAnalysis, determines whether that vehicle passes through；Allow by vehicle control gate by vehicle remote system of arguing for the sake of arguing and argue for the sake of arguing clearances, it is fairPerhaps the information of vehicles passed through is argued for the sake of arguing the information collections such as system gate and camera shooting by vehicle remote, returns to vehicle approval system,The information will be as training data applied to algorithm training；
7, program starts to execute.
Specifically, realizing that the implementation of vehicle management system operation pseudocode is as follows:
The technical personnel in the technical field can readily realize the present invention with the above specific embodiments,.But it answersWork as understanding, the present invention is not limited to above-mentioned specific embodiments.On the basis of the disclosed embodiments, the technical fieldTechnical staff can arbitrarily combine different technical features, to realize different technical solutions.
Except for the technical features described in the specification, it all is technically known to those skilled in the art.