Artificial intelligence carrier and control system

Abstract

To provide an artificial intelligence (AI) carrier and control system making it possible to attain better investigation mobility and investigation promptness because license plate recognition or active detection can be achieved effectively when a person patrols while riding on a motorcycle, to obtain parking information on a vehicle parked on a road, and to attain an applied feature of fee calculation for road parking and payment, and an economical effect.SOLUTION: An artificial intelligence (AI) carrier and control system include a motorcycle on which a motorcycle start battery is installed, an artificial intelligence device, a first license plate image capture device, a second license plate image capture device, a display device, a heat exhauster, a power supply management device, a three-button control switch, and a WiFi AP antenna. These devices are installed in an existing motorcycle in order to achieve control of the license plate image captures, detection of a license plate, control of a license plate recognition algorithm, and control of power supply management.SELECTED DRAWING: Figure 18

Description

[Technical Field]

[0001] The present invention relates to an AI artificial intelligence carrier and control system, in particular to an AI artificial intelligence carrier and control system that can be installed on a motorcycle or a four-wheeled vehicle, and that can achieve the effects of license plate recognition and manual detection when driving a motorcycle or a four-wheeled vehicle on patrol, thereby achieving better investigative mobility and investigative immediacy, and can also acquire the license plates of vehicles parked on the street, and achieve the functions of calculating and collecting on-street parking fees. [Background technology]

[0002] When police officers are on patrol, they often ride motorcycles and stop and question violators or suspects of disciplinary violations as soon as they find them. However, this method of patrol is time-consuming, so introducing high-tech into police patrols not only can prevent the above-mentioned drawbacks, but can also achieve better investigative mobility and speed in actual execution.

[0003] This invention overcomes the shortcomings of current patrol motorcycles and develops a multifunctional, intelligent mobile police carrier. The mobile carrier is equipped with an AI computer, cameras, and other devices, enabling real-time license plate recognition of moving license plates or parked vehicles, targeting stolen or criminal vehicles. The AI ​​computer is also equipped with a facial recognition app, allowing on-duty police officers to wear smartphones or smart glasses and transmit images within signal range to the motorcycle's AI computer, which then targets wanted criminals or dangerous individuals and issues warnings in real time. This achieves active investigation and protects the personal safety of police officers. The development of algorithms for analyzing physiological changes caused by alcohol consumption through image recognition using handheld cameras also enables investigation of drunk driving. Furthermore, a radar speed measurement module is installed on the motorcycle, adding license plate recognition capabilities to the vehicle's AI computer, enabling fixed-position warnings for speeding vehicles. The addition of a vehicle cloud database allows instant warning messages to be sent to speeding vehicles, minimizing the risk of speeding accidents and achieving the goal of a friendly city. Summary of the Invention

[0004] Therefore, the purpose of this invention is to improve the above-mentioned drawbacks by installing cameras and AI computers on current motorcycles or four-wheeled vehicles, so that when patrolling by motorcycle or four-wheeled vehicle, the effects of license plate recognition and active investigation can be achieved, and better investigation mobility and timeliness can be achieved.

[0005] In order to solve the problems of the prior art, the present invention provides an AI artificial intelligence carrier and control system including a motorcycle having a motorcycle starting battery installed therein, an AI artificial intelligence device electrically connected to the motorcycle starting battery, a first license plate image capture device electrically connected to the AI ​​artificial intelligence device, a second license plate image capture device electrically connected to the AI ​​artificial intelligence device, a display device electrically connected to the AI ​​artificial intelligence device, a heat dissipation device electrically connected to the AI ​​artificial intelligence device, and a power supply management device for the AI ​​artificial intelligence device electrically connected to the AI ​​artificial intelligence device, wherein the AI ​​artificial intelligence device and the heat dissipation device are disposed in a storage chamber of the motorcycle, the first license plate image capture device and the second license plate image capture device are mounted on a front of the motorcycle, the display device is mounted on a dashboard of the front of the motorcycle, and the power supply management device is mounted in a rear storage box of the motorcycle, and the AI ​​artificial intelligence carrier and control system includes: a motorcycle having a motorcycle starting battery installed therein; an AI artificial intelligence device electrically connected to the motorcycle starting battery; a first license plate image capture device electrically connected to the AI ​​artificial intelligence device; a second license plate image capture device electrically connected to the AI ​​artificial intelligence device; a display ... and when the charging process of the motorcycle starting battery is performed and the startup process of the AI ​​artificial intelligence device is performed, the motorcycle ignition switch installed on the motorcycle starting battery is switched on and the recovery switch of the power supply management device is switched on, thereby starting up the motorcycle starting battery, power is supplied to the AI ​​artificial intelligence device, the first license plate image capture device, the second license plate image capture device, the display device and the heat dissipation device, and the startup process and system display are displayed on the display device, thereby executing the startup of the AI ​​artificial intelligence device; when the termination process of the AI ​​artificial intelligence device is performed, the motorcycle ignition switch is switched off and the AI ​​artificial intelligence device enters a shutdown process, the display device displays that the shutdown process is complete and the recovery switch is activated, and the termination process of the AI ​​artificial intelligence device is completed when there is no output to the display device; and when the charging process of the motorcycle starting battery is performed, the charge selection switch of the power supply management device is switched to on-board charging;The power supply management device receives power from the motorcycle generator module of the motorcycle, supplies it from the input terminal of the power supply management device, and charges the motorcycle starting battery, thereby directly or indirectly supplying the electricity necessary to operate the AI ​​artificial intelligence device, the first license plate image capture device, the second license plate image capture device, the display device, and the heat dissipation device; or, when the charging selection switch of the power supply management device is switched to external charging, a Bluetooth charger (Bluetooth is a registered trademark) of the power supply management device receives AC current from an external power source and charges the motorcycle starting battery, thereby directly or indirectly supplying the electricity necessary to operate the AI ​​artificial intelligence device, the first license plate image capture device, the second license plate image capture device, the display device, and the heat dissipation device.

[0006] Another embodiment of the present invention includes a motorcycle, an AI artificial intelligence device installed in a storage chamber of the motorcycle, a first license plate image capture device including a first image capture card installed in the head of the motorcycle and electrically connected to the AI ​​artificial intelligence device, a second image capture card installed in the head of the motorcycle and a second license plate image capture device electrically connected to the AI ​​artificial intelligence device, an image A / D PCB board / touch panel installed in the storage chamber, a display device installed on the dashboard of the head of the motorcycle and electrically connected to the AI ​​artificial intelligence device, and an RJ45 LAN cable connected to the AI ​​artificial intelligence device or a 5G LAN cable installed in the AI ​​artificial intelligence device. An AI artificial intelligence carrier and control system including a wireless router electrically connected by a Wi-Fi module, a radar speed measurement module installed in the storage chamber and electrically connected to the AI ​​artificial intelligence device, and an RFID active receiver installed in the head of the vehicle and electrically connected to the AI ​​artificial intelligence device, wherein the first image capture card has an analog image signal input terminal electrically connected to the first license plate image capture device via a coaxial cable transmission signal, so that the digital image signal output terminal of the first license plate image capture device transmits signals to the AI ​​artificial intelligence device via cable transmission, and the second image capture card has an analog image signal input terminal electrically connected to the second license plate image capture device via a coaxial cable transmission signal, so that the digital image signal output terminal of the second license plate image capture device transmits signals to the AI ​​artificial intelligence device via cable transmission, and the image A / DThe PCB board / touch panel is electrically connected to the display device by a bonding cable, the wireless router routes the AI ​​artificial intelligence device and external devices via a point-to-point wireless connection, the radar speed measurement module is connected to the RS485 port of the AI ​​artificial intelligence device via a UPT cable, to the RS232 port of the AI ​​artificial intelligence device via a RS485 / RS232 converter, or to the USB port of the AI ​​artificial intelligence device via a RS485 / USB converter, and when the motorcycle is parked on the road, the radar speed measurement module, in combination with the license plate recognition function of the license plate image capture device, uses an image analysis and calculation method to detect the presence of an oncoming vehicle in real time. The AI ​​artificial intelligence carrier and control system are characterized in that the speed and corresponding license plate number are obtained, the RFID active receiver is connected to the RS485 port of the AI ​​artificial intelligence device via a UPT cable, connected to the RS232 port of the AI ​​artificial intelligence device via an RS485 / RS232 converter, or connected to the USB port of the AI ​​artificial intelligence device via an RS485 / USB converter, the RFID active receiver detects the ETC / eTag chips of vehicles parked on the road while the motorcycle is traveling, and in combination with the license plate recognition function of the license plate image capture device, an image analysis calculation method is used to obtain parking information of vehicles parked on the road and their corresponding license plates in real time.

[0007] In one embodiment of the present invention, there is provided an AI carrier and control system including a motorcycle equipped with a motorcycle starting battery, an AI device electrically connected to the motorcycle starting battery, a first license plate image capture device electrically connected to the AI ​​device, and a second license plate image capture device electrically connected to the AI ​​device, wherein the AI ​​device is disposed in a storage chamber of the motorcycle, the first license plate image capture device and the second license plate image capture device are mounted on the front of the motorcycle, and the AI ​​device performs a license plate recognition algorithm together with the first license plate image capture device and the second license plate image capture device. The license plate recognition algorithm includes at least the following steps:

[0008] A first step of obtaining at least one license plate image from the first license plate image capturing device and the second license plate image capturing device and transmitting it to the AI ​​artificial intelligence device.

[0009] a second step of detecting the position, size and character inclination of the license plate frame in the license plate image based on a neural network license plate detection algorithm, and cutting out the detected license plate from the license plate image;

[0010] A third step is to categorize characters based on the inclination of the characters detected in the second step, and to apply rotation correction to the license plate in the license plate image so that the characters on the license plate do not overlap on a horizontal line.

[0011] A fourth step is to input the license plate image that has passed through the third step into a license plate recognition neural network to recognize the license plate number.

[0012] In the above-mentioned AI artificial intelligence carrier and control system, at least a protection device, a motorcycle electronic load device, and a motorcycle voltage and current stabilizer are electrically connected to the motorcycle ignition switch, and the motorcycle generator module is electrically connected to the motorcycle voltage and current stabilizer.

[0013] In the above-mentioned AI artificial intelligence carrier and control system, a radar-type speed measurement module and a wireless router are electrically connected to the AI ​​artificial intelligence device, or a 5G Wi-Fi module is installed in the AI ​​artificial intelligence device.

[0014] In the above-mentioned AI artificial intelligence carrier and control system, a 5G Wi-Fi module is installed in the wireless router or the AI ​​artificial intelligence device 20, allowing the AI ​​artificial intelligence device to wirelessly connect to other external devices.

[0015] In the above-mentioned AI artificial intelligence carrier and control system, the AI ​​artificial intelligence device is electrically connected to a temperature and voltage detection device, which detects the temperature, voltage and current of the first license plate image capture device, the second license plate image capture device and the display device, compares them with the safety values ​​set by the AI ​​artificial intelligence device, and activates the heat dissipation device to take in and exhaust air, thereby creating convection airflow within the storage chamber and lowering the temperature.

[0016] In the above-mentioned AI carrier and control system, the speaker / buzzer installed on the display device is electrically connected to the AI ​​device, and the trigger / signal amplification means of the speaker / buzzer is connected to the signal control cable and the amplifier component built into the image A / D PCB board / touch panel, and the speaker / buzzer is connected to the GPIO / RS232 adapter of the AI ​​device via a UTP cable, or the built-in audio signal conversion control panel of the AI ​​device converts the analog audio signal into a voltage level drop signal, which is connected to the AI ​​device and the buzzer via a speaker cable, and the transmission pattern and timing are controlled by the AI ​​device.

[0017] In the above-mentioned AI artificial intelligence carrier and control system, the digital image signal output terminal of the first license plate image capture device is electrically connected to the AI ​​artificial intelligence device by transmitting signals via a USB 3.0 cable, and the digital image signal output terminal of the second license plate image capture device is electrically connected to the AI ​​artificial intelligence device by transmitting signals via a USB 3.0 cable.

[0018] In the above-mentioned AI artificial intelligence carrier and control system, the three-button control switch installed on the steering wheel is electrically connected to the AI ​​artificial intelligence device, the three-button control switch is a single-pole single-throw switch, the control board of the three-button control switch is installed in the AI ​​artificial intelligence device via a USB port, the first button of the three-button control switch controls the AI ​​artificial intelligence device to start or stop power supply to the display device, the second button of the three-button control switch activates a slow shutdown program by the AI ​​artificial intelligence device to shut down the AI ​​artificial intelligence device, and the third button of the three-button control switch controls the first license plate image capture device and the second license plate image capture device by the AI ​​artificial intelligence device.

[0019] In another of the aforementioned AI artificial intelligence carriers and control systems, the license plate detection algorithm of the neural network in the second step is a depth-separable convolution, and the license plate in the license plate image is extracted in stages from 512x512, with prediction being performed by prediction layers at a depth of six.

[0020] In another AI artificial intelligence carrier and control system mentioned above, the first prediction size is 32x32, the second prediction layer is 16x16, the third prediction layer is 8x8, the fourth prediction layer is 4x4, the fifth prediction layer is 2x2, and the sixth prediction layer is 1x1. The license plate image obtained is classified according to its position and size, cut out from the background according to the coordinates, and rotation correction is performed to perform preprocessing for license plate recognition.

[0021] In another of the aforementioned AI artificial intelligence carriers and control systems, the tilt in the second step is categorized into eight groups: 0-10 degrees, 10-20 degrees, 20-30 degrees, and over 30 degrees to the left and right, respectively, and the detected license plate is cut out from the license plate image.

[0022] The object of the present invention is to provide an AI carrier and control system including a motorcycle on which a motorcycle starting battery is installed, an AI device, a first license plate image capture device, a second license plate image capture device, a display device, a heat dissipation device, a power supply management device, and a three-button control switch, wherein the power supply and control circuit system of the AI ​​motorcycle includes a power supply management device that is charged by a motorcycle generator module or an external power source, and the power supply management device is electrically connected to the AI ​​device, the heat dissipation device, the first license plate image capture device, the second license plate image capture device, and the display device, and the third button control forced switch is electrically connected to the AI ​​device, so that the power supply management device provides the electricity necessary to operate the above-mentioned devices.

[0023] Another object of the present invention is to provide an AI artificial intelligence carrier and control system, characterized in that the image signal and microcontroller system of the AI ​​artificial intelligence motorcycle includes an AI artificial intelligence device connected to the first license plate image capture device, the second license plate image capture device, the display device, the three-button switch and the power supply management device by signal cables, thereby transmitting data and operating the above-mentioned devices.

[0024] The features of the AI ​​carrier and control system of the present invention are that when the startup process of the AI ​​device is performed, the motorcycle ignition switch installed on the motorcycle starting battery is turned on and the recovery switch of the power supply management device is turned on, thereby outputting power to the AI ​​device, and when the shutdown process of the AI ​​device is performed, the motorcycle ignition switch is turned off, the AI ​​device enters a shutdown process, the display device displays the completion of the shutdown process, the recovery switch is activated, and the shutdown process of the AI ​​device is completed when there is no output to the display device.

[0025] Another feature of the AI ​​artificial intelligence carrier and control system of the present invention is that the active recognition control system of the artificial intelligence motorcycle is installed with a Wifi AP antenna on the AI ​​artificial intelligence motorcycle and connected to a smartphone or smart glasses via wireless communication transmission, so that the license plate image or facial image captured by the above device is sent to the AI ​​artificial intelligence device, which performs license plate number recognition or facial recognition, and the recognition result is sent to the smartphone or smart glasses, and the following steps are performed: operate the smartphone to connect to the Wifi AP antenna installed on the motorcycle; obtain at least the license plate image or facial image from the smartphone camera or smart glasses, and connect to the AI ​​artificial intelligence device installed on the motorcycle via the Wifi AP antenna to transmit the information; the AI ​​artificial intelligence device recognizes the input image; the AI ​​artificial intelligence device connects and transmits the image recognition result information via the Wifi AP antenna, which then inputs the information to the smartphone or smart glasses and displays the result.

[0026] Another feature of the AI ​​artificial intelligence carrier and control system of the present invention is that the AI ​​artificial intelligence device can connect to a remote database to update information; the AI ​​artificial intelligence device can connect to a government agency's public network via a wireless application protocol (WAP), an ISP telecom data network, or log in to a police cloud database system via an optical fiber network, thereby updating related recognition information; the AI ​​artificial intelligence device can connect to a police station database computer via a wireless communication hub, thereby updating related recognition information; a 4G / 5G communication module is installed so that the AI ​​artificial intelligence device can connect to a local telecommunications carrier's wireless base station via a 4G / 5G communication network, or further connect to a government agency's public network or optical fiber network via a data network, and log in to the police cloud database system to update related recognition information; a random access memory, a system software storage hard disk, and a data storage hard disk are installed so that the AI ​​artificial intelligence device can perform installation work and store recognition images.

[0027] In another AI artificial intelligence carrier and control system of the present invention, a first license plate image capture device is installed on the right side of the motorcycle's front end to capture the rear license plate image of the vehicle on the right side; a second license plate image capture device is installed on the left side of the motorcycle's front end to capture the rear license plate image of the vehicle on the left side; a third license plate image capture device is installed on the right rear end of the motorcycle's storage chamber to capture the front license plate image of the vehicle on the right side; and a fourth license plate image capture device is installed on the left rear end of the motorcycle's storage chamber to capture the front license plate image of the vehicle on the left side.

[0028] In the AI ​​artificial intelligence carrier and control system of the present invention, the motorcycle is equipped with an AI artificial intelligence computer, a first license plate image capture device, a second license plate image capture device, a third license plate image capture device, a fourth license plate image capture device, a display device, a power supply management device, Wi-Fi The intelligent motorcycle includes an AP antenna, an electronic three-button switch, and a left / right camera set selector switch, the first license plate image capture device is installed at the front right end of the motorcycle's head, the second license plate image capture device is installed at the front left end of the motorcycle's head, the third license plate image capture device is installed at the rear right end of the storage chamber, and the fourth license plate image capture device is installed at the rear left end of the storage chamber, so that when the intelligent motorcycle is moving, the first license plate image capture device can capture the rear license plate image of the vehicle in the right parking stall, the third license plate image capture device can capture the front license plate image of the vehicle in the right parking stall, the second license plate image capture device can capture the rear license plate image of the vehicle in the left parking stall, and the fourth license plate image capture device can capture the front license plate image of the vehicle in the left parking stall.

[0029] The AI ​​(Artificial Intelligence) computer of the AI ​​artificial intelligence device carrier and control system of the present invention is installed in a storage chamber, and the AI ​​artificial intelligence computer is an industrial computer equipped with an Nvidia GPU card or an Intel VPU card for high-speed image processing, and air intakes are installed on both the left and right sides of the storage chamber, and the license plate image capture device includes a camera and a floodlight, respectively. The display device is installed on the front of the motorcycle, and the power supply management device is installed in the rear storage box of the motorcycle, and the power supply management device is equipped with a power switch, a waterproof power charging stand, multiple exhaust cooling fans and at least one intake cooling fan, and the Wi-Fi An AP antenna is installed on the top of the case of the power supply management device, the three-button control switch is installed under the left handlebar of the motorcycle's head, the left / right camera set selector switch is installed at the bottom left of the motorcycle's head, and a head current and voltage stabilizer and an embedded buzzer are further installed on the head of the intelligent motorcycle; the AI ​​artificial intelligence computer, the first license plate image capture device, the second license plate image capture device, the third license plate image capture device, the fourth license plate image capture device, the display device, the power supply management device, the Wi-Fi AP antenna, the three-button control switch and the left / right camera set selector switch are electrically connected to each other.

[0030] In the AI ​​artificial intelligence carrier and control system of the present invention, the AI ​​artificial intelligence device includes a processing unit, a first image recognition unit, a second image recognition unit, a first vehicle and license plate database, a second vehicle and license plate database, a matching unit, a parking information database, a wireless communication output unit, a voltage stabilization unit and a temperature control module; in actual operation, the first image capture device captures the rear license plate image and vehicle image of the vehicle in the right parking stall, and inputs them into the first image recognition unit, and the rear license plate number and vehicle type are output and input into the first vehicle and license plate database, and then the second image capture device The image capture device captures the front license plate image and vehicle image of the vehicle in the right parking space and inputs them into the second image recognition unit. The front license plate number and vehicle model are output to the second vehicle and license plate database. The rear license plate number, front license plate number, and vehicle model of the same vehicle are input into the matching unit via the vehicle and license plate database. If the matching result of the two license plate numbers and numbers is positive, they are input into the parking information database along with parking information (parking space number, parking space longitude and latitude, vehicle entry time, exit time, and parking time) and output to the wireless communication output unit. The wireless communication output unit, equipped with a 4G / 5G SIM card, wirelessly uploads them to the on-street parking fee calculation center for parking fee calculation. If the matching result of the front and rear license plate numbers or numbers is negative, the processing unit uses an algorithm to correct the license plate number or algorithm to correct the number, which is then stored in the parking information database. The license plate recognition operation process for the left parking space is the same.

[0031] In the AI ​​artificial intelligence carrier and control system of the present invention, the first license plate image capture device can be installed at a 45-degree right angle facing forward, the second license plate image capture device can be installed at a 45-degree left angle facing forward, the third license plate image capture device can be installed at a 45-degree left angle facing backward, and the fourth license plate image capture device can be installed at a 45-degree left angle facing backward.The three-button control switch includes a first control switch for controlling the power supply or capture image input of the license plate image capture device, a second power control switch for controlling the display device, and a third power control switch for controlling the AI ​​artificial intelligence device.The left / right camera set selector switch can activate either the front or rear license plate image capture device on the right or left side depending on the installation of the parking stalls on one side or both sides of the roadway parking stalls.

[0032] In the AI ​​artificial intelligence carrier and control system of the present invention, the voltage stabilization unit is connected to the headway current and voltage stabilization device and adjusts the power supply management device to output an appropriate voltage; the temperature control module is connected to the exhaust cooling fan and intake cooling fan, and can detect and adjust the temperature inside the computer chamber.

[0033] Another object of the present invention is to provide an on-street license plate recognition software system. The operation flow of the license plate recognition is as follows: (1) determine whether it is in recognition mode; (2) if the determination result is positive (Yes), input real-time image; (3) execute object detection mode; (4) execute license plate recognition mode; (5) output vehicle model and license plate number; (6) match the front and rear license plate numbers; (7) if the matching result is negative (No), correct the license plate number using an algorithm; (8) manually detect errors; (9) store in parking database; (10) if the matching result is positive (Yes), further determine whether the number of vehicles matches the number of license plates; (11) if the determination result is negative (No), correct the number using an algorithm; (12) manually detect errors; if the determination result in step (10) is positive (Yes), store in parking database; (13) if the determination result in step (1) is negative (No), select whether to terminate the license plate recognition operation; (14) if the selection is positive (Yes), stop the license plate recognition operation.

[0034] The AI ​​artificial intelligence carrier of the present invention cooperates with an on-street parking fee calculation platform, and the license plate number and parking information captured by the intelligent carrier are uploaded to an on-street parking fee calculation center via a wireless communication network, and the parking information including the license plate number is calculated by a parking fee calculation module, and the parking fee information is sent to the user. The on-street parked vehicle of the present invention is a four-wheeled vehicle or a two-wheeled vehicle, and the on-street parking space is a parking space for four-wheeled vehicles or a parking space for two-wheeled vehicles, and the calculation unit time for the parking fee is every hour, every 30 minutes, or every usage.

[0035] As described above, according to the present invention, the license plate number and parking information acquired by the intelligent carrier are uploaded to the parking space database module of the on-street parking fee calculation center via a wireless communication network, the parking fee is calculated by the parking fee calculation module, and the parking fee information is sent to the user by the inquiry issuing module, thereby achieving the application function and economic benefits of on-street parking fee calculation and payment.

[0036] Furthermore, in the present invention, the intelligent carrier works in cooperation with a parking lot management platform, and the parking information stored in the intelligent carrier is uploaded to the parking lot database module of the parking lot management platform, and the parking lot management calculation module records vacant parking spaces in real time and transmits the information to the driver in real time so that the driver can search for available parking spaces.

[0037] In addition, the AI ​​artificial intelligence carrier of the present invention can be a four-wheeled vehicle, and includes a four-wheeled vehicle, an AI artificial intelligence computer, a first license plate image capture device, a second license plate image capture device, a third license plate image capture device, a fourth license plate image capture device, a display device, a power supply management device, and a three-button control switch, and the AI ​​artificial intelligence device, the first license plate image capture device, the second license plate image capture device, the third license plate image capture device, the fourth license plate image capture device, the display device, the power supply management device, and the three-button control switch are electrically connected to each other. [Brief explanation of the drawings]

[0038] [Figure 1] FIG. 1 is a block diagram of a control system according to a first embodiment of the present invention. [Figure 2] FIG. 2 is a block diagram of another control system according to the first embodiment of the present invention. [Figure 3] FIG. 3 is a three-dimensional view of the appearance of the AI ​​intelligent motorcycle of the present invention. [Figure 4] FIG. 4 is a flow diagram of the license plate recognition control system according to the first embodiment of the present invention. [Figure 5] FIG. 5 is a flow diagram of the license plate recognition algorithm of the present invention. [Figure 6] FIG. 6 is a diagram showing categorization of license plate image tilt angles according to the present invention. [Figure 7] FIG. 7 is a diagram showing the network structure of the license plate detection algorithm of the present invention. [Figure 8] Figure 8 shows the prediction layer of the network structure in Figure 7. [Figure 9] FIG. 9 is a diagram showing the network structure of the license plate recognition algorithm of the present invention. [Figure 10] FIG. 10 is a basic block diagram of FIG. [Figure 11] FIG. 11 is a block diagram of the power supply and control circuit of the AI ​​artificial intelligence carrier control system of the present invention. [Figure 12] FIG. 12 is a flow chart of ACC startup / shutdown of the AI ​​artificial intelligence carrier control system of the present invention. [Figure 13] FIG. 13 is a block diagram of the image signal and microcontroller of the AI ​​artificial intelligence carrier control system of the present invention. [Figure 14] FIG. 14 is a diagram showing the image information transmission of the active recognition control system of the AI ​​artificial intelligence carrier control system of the present invention. [Figure 15] FIG. 15 is a flowchart showing the steps of transmitting license plate recognition information in the active recognition control system of the AI ​​artificial intelligence carrier control system of the present invention. [Figure 16] FIG. 16 is a diagram showing the face image recognition flow of the active recognition system of the AI ​​artificial intelligence carrier control system of the present invention. [Figure 17] FIG. 17 is a diagram showing the communication connection between the AI ​​artificial intelligence carrier control system of the present invention and a remote database. [Figure 18] FIG. 18 is a three-dimensional view of the exterior of the second embodiment of the AI ​​intelligent motorcycle of the present invention. [Figure 19] FIG. 19 is another three-dimensional view of the exterior of the second embodiment of the AI ​​intelligent motorcycle of the present invention. [Figure 20] FIG. 20 is a block diagram of the AI ​​artificial intelligence computer structure of the present invention. [Figure 21] Figure 21 is a diagram showing the AI ​​intelligent motorcycle of the present invention capturing the license plate image of a vehicle parked on the road. [Figure 22] FIG. 22 is a flow chart showing the operation of the license plate recognition software for on-street parked vehicles according to the present invention. [Figure 23] FIG. 23 is a block diagram of the on-street parking fee calculation platform system of the present invention. [Figure 24] FIG. 24 is a top view of the third embodiment of the AI ​​artificial intelligence carrier control system of the present invention. DETAILED DESCRIPTION OF THE INVENTION

[0039] First embodiment 1 and 3 are respectively a perspective view of the appearance of the present invention and a block diagram of a control system of a first embodiment of the present invention. As the diagram shows, the present invention is an AI motorcycle control system, which includes a motorcycle 10 equipped with a motorcycle starting battery 101, an AI device 20 electrically connected to the motorcycle starting battery 101, a first license plate image capture device 30 electrically connected to the AI ​​device 20, a second license plate image capture device 40 electrically connected to the AI ​​device 20, a display device 50 electrically connected to the AI ​​device 20, a heat dissipation device 60 electrically connected to the AI ​​device 20, and an AI device power supply management device 70 electrically connected to the AI ​​device 20.

[0040] When installed, the AI ​​artificial intelligence device 20 and the heat dissipation device 60 are disposed in the storage chamber 102 under the seat of the motorcycle 10, the first license plate image capture device 30 and the second license plate image capture device 40 are disposed in the front 103 of the motorcycle 10, the display device 50 is disposed on the dashboard of the front 103, and the power supply management device 70 is disposed in the rear storage compartment 109 of the motorcycle 10; thus, the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50, the heat dissipation device 60, and the power supply management device 70 can be installed on an existing motorcycle 10 and function as at least the license plate image capture control, license plate detection, license plate recognition algorithm control, and power supply management control; when riding the motorcycle 10 on patrol, the effects of license plate recognition and active detection can be achieved, achieving better investigative mobility and investigative real-timeness.

[0041] As shown in FIG. 1, the power supply management device 70 performs at least the AI ​​device 20 startup process, the AI ​​device 20 shutdown process, and the motorcycle starting battery 101 charging process.

[0042] When the startup process of the AI ​​artificial intelligence device 20 is performed, the motorcycle ignition switch 104 installed on the motorcycle starting battery 101 is turned on, and the return switch 701 of the power supply management device 70 is turned on, thereby starting up the motorcycle starting battery 101, and power is supplied to the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60, and the startup process and system display are displayed on the display device 50, thereby executing the startup of the AI ​​artificial intelligence device 20.

[0043] When the shutdown process of the AI ​​artificial intelligence device 20 is performed, the motorcycle ignition switch 104 is turned off, the AI ​​artificial intelligence device 20 enters the shutdown process, the display device 50 displays that the shutdown process is complete, the return switch 701 is activated, and the shutdown process of the AI ​​artificial intelligence device 20 is completed when there is no output to the display device 50.

[0044] When the charging process of the motorcycle starting battery 101 is performed, the charging selection switch 702 of the power supply management device 70 is switched to on-board charging, and the power supply management device 70 receives power from the motorcycle generator module 105 of the motorcycle 10 and supplies it from the input terminal of the power supply management device 70 to charge the motorcycle starting battery 101, thereby directly or indirectly supplying the electricity required to operate the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60; or the charging selection switch 702 of the power supply management device 70 is switched to external charging, and the Bluetooth charger 703 of the power supply management device 70 receives AC current from an external power source to charge the motorcycle starting battery 101, thereby directly or indirectly supplying the electricity required to operate the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60.

[0045] According to the above-mentioned operation method, when the charging selection switch 702 is turned on to convert the kinetic energy into electrical energy while the motorcycle 10 is moving, the AI ​​artificial intelligence device 20 can be charged; or when the charging selection switch 702 is turned on to switch to external charging while the motorcycle is parked, the power supply management device 70 receives current from the external power source to charge; and the Bluetooth charger 703 establishes a point-to-point connection with a smartphone / computer device, and charging is controlled by a dedicated app, with a communication distance of up to 15 meters.

[0046] In addition to the above-mentioned embodiments, in a first embodiment of the present invention, at least a protection device 106, a motorcycle electronic load device 107, and a motorcycle voltage and current stabilizer 108 are electrically connected to the motorcycle ignition switch 104, and the motorcycle generator module 105 is electrically connected to the motorcycle voltage and current stabilizer 108. Therefore, when used with a current oil-powered motorcycle 10, the AI ​​artificial intelligence device 20 can be installed on the motorcycle 10 by using the protection device 106, the motorcycle electronic load device 107, and the motorcycle voltage and current stabilizer 108, and the output power of the generator of the current motorcycle 10 is strengthened so that the output current is 4A to 15A (or replaced with another generator so that the output power meets the demand); the current and voltage stabilizer of the original motorcycle 10 is replaced so that it can meet the demand of the system; and a protection device 106 (e.g., a power diode) is installed on the load side of the original motorcycle 10 to reduce the increased current value to the original power supply value of the motorcycle, so that the increased output current can be used for the entire operation of the AI ​​system, allowing the operating time to last for more than 8 hours and achieving hybrid operation of electricity and gasoline.

[0047] Based on the above embodiment, the AI ​​artificial intelligence device 20 is installed on the current motorcycle 10, and the motorcycle generator module 105 installed on the motorcycle 10 is improved, and the motorcycle generator module 105 is powered by the kinetic energy of the motorcycle, and a supercapacitor is installed according to demand, and the output is DC 12V / 15A through the motorcycle voltage and current stabilizer 108, which supplies power to the power supply management device 70 for charging, and directly or indirectly supplies the electricity required to operate the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60.

[0048] In addition to the above-mentioned embodiments, in a first embodiment of the present invention, a radar-type speed measurement module 201 and a wireless router 202 are further electrically connected to the AI ​​artificial intelligence device 20, and the wireless router 202 is used for wireless connection between the AI ​​artificial intelligence device 20 and other external devices. The wireless router 202 can be a WAP device or a wireless network base station, and also includes router function. Depending on the actual model of motorcycle 10, it can be installed inside the storage chamber 102 of the motorcycle 10 or inside the headlights 103 of the motorcycle 10, thereby achieving the effect of wireless connection between the AI ​​artificial intelligence device 20 and other external devices.

[0049] In addition to the above-mentioned embodiments, in a first embodiment of the present invention, the AI ​​artificial intelligence device 20 is electrically connected to a temperature and voltage detection device 203, and the temperature and voltage detection device 203 can communicate bidirectionally with the AI ​​artificial intelligence device 20 via a USB port and interface software. The temperature and voltage detection device 203 detects the temperature, voltage and current of the first license plate image capture device 30, the second license plate image capture device 40 and the display device 50, compares them with the safety values ​​set by the AI ​​artificial intelligence device 20, and operates the heat dissipation device 60 to take in and exhaust air, thereby generating convection airflow within the storage chamber 102 and lowering the temperature.

[0050] Based on the above-mentioned preferred embodiment, the power supply management device 70 is a power supply management device developed for the motorcycle 10 system, and by connecting with the AI ​​artificial intelligence device 20, it can provide stable voltage and current supply to the system, control input and output power, and perform digital power management functions; it also includes an emergency rescue function in case the original motorcycle 10 battery fails and the vehicle cannot be started.

[0051] The AI ​​device 20 is further equipped with an ACC cord connected to the ignition switch 104 of the motorcycle 10, so that when the motorcycle 10 is started, it detects the continuity of DC12V and simultaneously starts the startup process of the AI ​​device 20; whether the AI ​​device 20 can be started depends on the startup status of the output terminal of the power supply management device 70. In the same situation, when the ignition switch 104 of the motorcycle 10 is turned off, there is no voltage input identification in the ACC code, which simultaneously initiates the shutdown of the AI ​​artificial intelligence device 20; the power supply to the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60 is cut off, which is regarded as the output terminal of the power supply management device 70 being turned off, thereby reducing the small current consumption due to the long-term connection of the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60.

[0052] 3 and 2 are respectively a three-dimensional view of the appearance of the present invention and a block diagram of another control system of the first embodiment of the present invention. As shown in the diagram, the present invention is an AI intelligent motorcycle control system, which includes the following features:

[0053] For example, take an existing motorcycle 10; an AI artificial intelligence device 20, such as an AI computer, installed in the storage chamber 102 of the motorcycle 10; a first license plate image capture device 30 including a first image capture card 301 installed in the headlights 103 of the motorcycle 10 and electrically connected to the AI ​​artificial intelligence device 20; the first image capture card 301 is an analog image signal input terminal, and is electrically connected to the first license plate image capture device 30 via a coaxial cable transmission signal, so that the digital image signal output terminal of the first license plate image capture device 30 transmits a signal to the AI ​​artificial intelligence device 20 via cable transmission; this wiring layout not only takes into account the suitability of the equipment installation environment factors, but also takes into account the avoidance of electromagnetic interference of the analog video signal from the motor and inductive load devices of the transmission system of the motorcycle 10.

[0054] The motorcycle 10 includes a second image capture card 401 installed on the front 103 of the motorcycle 10, which is a second license plate image capture device 40 electrically connected to the AI ​​artificial intelligence device 20. The second image capture card 401 has an analog image signal input terminal which is electrically connected to the second license plate image capture device 40 via a coaxial cable transmission signal, so that the digital image signal output terminal of the second license plate image capture device 40 transmits a signal to the AI ​​artificial intelligence device 20 via cable transmission; this wiring layout not only takes into account the suitability of the equipment installation environment factors, but also takes into account the prevention of electromagnetic interference of the analog video signal from the motor and inductive load devices of the transmission system of the motorcycle 10.

[0055] The storage chamber 102 includes an image A / D PCB board / touch panel 501, which is installed on the dashboard of the vehicle head 103 and electrically connected to the AI ​​artificial intelligence device 20. The image A / D PCB board / touch panel 501 is moved outside the display device body and installed in the storage chamber 102 in a manner that simplifies the bonding cable and strengthens the tensile strength of the wire. This design is designed to address the fact that external touchscreens (display devices) are exposed to wind, rain, and sunlight for long periods of time, which can create harmful environmental factors such as humidity and high temperatures inside, affecting the long-term durability and operation of electronic components. Also, uneven road surfaces can cause excessive vibrations to components, which can damage fixing points or cause damage to the board due to shear stress. Furthermore, arranging the components in a detached manner facilitates future maintenance.

[0056] The AI ​​device 20 includes a wireless router 202 electrically connected to it via an RJ45 LAN cable, which routes the AI ​​device 20 and external devices via a point-to-point wireless connection. The wireless router 202 extends the communication range, allowing network communication to cover a range of more than 30 meters in an unobstructed environment. Alternatively, a 5G Wi-Fi module is installed within the AI ​​device 20, connected to the antenna base of the computer case via a cable, and then extended to the outside of the vehicle body, thereby routing the AI ​​device and external devices via a point-to-point wireless connection. The external device (peripheral device) can be a smartphone or smart glasses, as needed. In actual operation, a dedicated app installed on the smartphone or smart glasses initiates two-way communication with the AI ​​device 20. Real-time images taken by the smartphone or smart glasses' camera are captured. The real-time images are then transmitted to the AI ​​device 20 via WebRTC software or other smartphone image wireless communication mechanisms for image analysis. The analysis results are then sent to the smartphone or smart glasses, meeting actual operational needs.

[0057] The motorcycle 10 includes a radar speed measurement module 201 installed in the rear storage compartment 109 and electrically connected to the AI ​​artificial intelligence device 20, the radar speed measurement module 201 being connected to the RS485 port of the AI ​​artificial intelligence device 20 via a UPT cable, to the RS232 port of the AI ​​artificial intelligence device 20 via an RS485 / RS232 converter, or to the USB port of the AI ​​artificial intelligence device 20 via an RS485 / USB converter. When the motorcycle 10 is parked on the road, the radar speed measurement module 201, in combination with the license plate recognition function of the license plate image capture devices 30, 40, can obtain the speed of the moving vehicle and its corresponding license plate in real time through an image analysis and calculation method.

[0058] The motorcycle 10 includes an RFID active receiver 205 installed in the vehicle headlight 103 and electrically connected to the AI ​​artificial intelligence device 20. The RFID active receiver 205 is connected to the RS485 port of the AI ​​artificial intelligence device 20 via a UPT cable, to the RS232 port of the AI ​​artificial intelligence device 20 via an RS485 / RS232 converter, or to the USB port of the AI ​​artificial intelligence device 20 via an RS485 / USB converter. While the motorcycle 10 is moving, the RFID active receiver 205 detects the ETC / eTag chips of vehicles parked on the road, and, in combination with the license plate recognition function of the license plate image capture devices 30, 40, obtains the parking information of the vehicles parked on the road and their corresponding license plates in real time through an image analysis and calculation method.

[0059] As a result, the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50, the radar speed measurement module 201 and the RFID active receiver 205 can be installed on the current motorcycle 10, and can at least control the license plate image capture, license plate detection, license plate recognition algorithm control and power supply management control; when the motorcycle 10 is actively driven to patrol, the effects of license plate recognition and active investigation can be achieved, and better investigative mobility and investigation timeliness can be achieved.

[0060] In addition to the above-mentioned embodiments, in the first embodiment of the present invention, the AI ​​device 20 is electrically connected to the speaker / buzzer 204 installed in the display device 50, and the trigger / signal amplification method of the speaker / buzzer 204 is performed by using a signal control cable and an image A / D The horn / buzzer 204 is connected to the amplifier components built into the PCB board / touch panel 501, and the speaker / buzzer 204 is connected to the GPIO / RS232 adapter of the AI ​​artificial intelligence device 20 via a UTP cable, or the built-in audio signal conversion control panel of the AI ​​artificial intelligence device 20 converts the analog audio signal into a voltage level drop signal, which is connected to the AI ​​artificial intelligence device 20 and the buzzer via a speaker cable, and the transmission pattern and timing are controlled by the AI ​​artificial intelligence device 20; in this way, when riding the motorcycle 10, the horn / buzzer 204 will emit a notification / warning sound in real time when a relevant event occurs, and the transmission pattern and timing of the AI ​​artificial intelligence device 20 (for example, when the license plate recognized during riding matches the list in the database, or the system detection value exceeds / falls below the set range value) can be linked, so that the present invention can be more adapted to the needs of actual applications.

[0061] In addition to the above-mentioned embodiments, in the first embodiment of the present invention, the digital image signal output terminal of the first license plate image capture device 30 is electrically connected to the AI ​​artificial intelligence device 20 via a USB 3.0 cable, and the digital image signal output terminal of the second license plate image capture device 40 is electrically connected to the AI ​​artificial intelligence device 20 via a USB 3.0 cable; this wiring layout not only takes into account the suitability of the equipment installation environment factors, but also takes into account the prevention of the analog video signal from being subjected to electromagnetic interference from the motor and inductive load devices of the transmission system of the motorcycle 10, allowing the present invention to better meet the needs of actual applications.

[0062] In addition to the above-mentioned embodiments, a first embodiment of the present invention further includes a three-button control switch 80 installed under the handlebar 110 of the motorcycle 10, electrically connected to the AI ​​artificial intelligence device 20, and connected to the AI ​​artificial intelligence device 20 via a control cable, the three-button control switch 80 being a single-pole, single-throw switch, the control board of the three-button control switch 80 being installed in the AI ​​artificial intelligence device 20 via a USB port, the first button of the three-button control switch 80 controlling the AI ​​artificial intelligence device 20 to start or stop power supply to the display device 50, the second button of the three-button control switch 80 starting a slow shutdown program in the AI ​​artificial intelligence device 20 to shut down the AI ​​artificial intelligence device 20, and the third button of the three-button control switch 80 controlling the power supply of the first license plate image capture device 30 and the second license plate image capture device 40 by the AI ​​artificial intelligence device 20, so that the present invention can be more adapted to the needs of actual applications.

[0063] As shown in Figures 3 and 4, which are respectively a three-dimensional diagram of the appearance of the present invention and a flow chart of the license plate recognition control system of the first embodiment of the present invention, as shown in the diagram, the present invention is an AI intelligent motorcycle control system, which includes the following features:

[0064] The device includes a motorcycle 10 having a motorcycle starting battery 101 installed therein, an AI artificial intelligence device 20 electrically connected to the motorcycle starting battery 101, a first license plate image capture device 30 electrically connected to the AI ​​artificial intelligence device 20, a second license plate image capture device 40 electrically connected to the AI ​​artificial intelligence device 20, a display device 50 electrically connected to the AI ​​artificial intelligence device 20, a heat dissipation device 60 electrically connected to the AI ​​artificial intelligence device 20, and an AI artificial intelligence device power supply management device 70 electrically connected to the AI ​​artificial intelligence device 20.

[0065] When installed, the AI ​​artificial intelligence device 20 and the heat dissipation device 60 are disposed in the storage chamber 102 of the motorcycle 10, the first license plate image capture device 30 and the second license plate image capture device 40 are disposed in the front 103 of the motorcycle 10, the display device 50 is disposed on the dashboard of the front 103, and the power supply management device 70 is disposed in the rear storage compartment 109 of the motorcycle 10. In this way, the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50, the heat dissipation device 60, and the power supply management device 70 can be installed on an existing motorcycle 10 and can be used to at least control license plate image capture, license plate detection, license plate recognition algorithm control, and power supply management; when riding the motorcycle 10 on patrol, the effects of license plate recognition and active detection can be achieved, and better investigative mobility and investigative real-timeness can be achieved.

[0066] As shown in Figures 4 and 5, the AI ​​artificial intelligence device 20, together with the first license plate image capture device 30 and the second license plate image capture device 40, performs a license plate recognition algorithm, which includes the following steps:

[0067] The first step S1 is to obtain at least one license plate image from the first license plate image capture device 30 and the second license plate image capture device 40 and send it to the AI ​​artificial intelligence device 20, which is license plate image input (Scene Image Input).

[0068] The second step S2 is license plate detection, which detects the position, size, and character inclination of the license plate frame in the license plate image based on a neural network license plate detection algorithm, and then cuts out the detected license plate from the license plate image.

[0069] The characters are categorized based on the inclination of the characters detected in the second step, and rotation correction is applied to the license plate in the license plate image so that the characters on the license plate do not overlap on the horizontal line. This is the third step S3, which is rotation correction.

[0070] The license plate image that has passed through the third step is input into a license plate recognition neural network to recognize the license plate number, which is the fourth step S4 of plate number recognition.

[0071] As shown in Figures 5 to 10, Figure 5 is a flow chart of the license plate recognition algorithm of the present invention, Figure 6 is a diagram showing the categorization of license plate image tilt angles of the present invention, Figure 7 is a diagram showing the network structure of the license plate detection algorithm of the present invention, Figure 8 is the prediction layer of the network structure of Figure 7, Figure 9 is a diagram showing the network structure of the license plate recognition algorithm of the present invention, and Figure 10 is the basic block diagram of Figure 9.

[0072] In addition to the above-described embodiment, as shown in Figures 7 and 8, in a preferred embodiment of the present invention, the neural network license plate detection algorithm in the second step S2 is a depth-separable convolution, and the license plate in the license plate image is extracted in stages from 512 x 512, with prediction being performed using prediction layers at a depth of six; thereby, the license plate recognition algorithm is performed together with the AI ​​artificial intelligence device 20, the first license plate image capture device 30, and the second license plate image capture device 40.

[0073] In addition to the above-mentioned embodiment, in a preferred embodiment of the present invention, the size of the first prediction layer is 32x32, the second prediction layer is 16x16, the third prediction layer is 8x8, the fourth prediction layer is 4x4, the fifth prediction layer is 2x2, and the sixth prediction layer is 1x1. The obtained license plate image is classified according to its position and size, cut out from the background according to the coordinates, and rotated to perform pre-processing for license plate recognition; thus, the AI ​​artificial intelligence device 20, the first license plate image capture device 30, and the second license plate image capture device 40 work together to perform the license plate recognition algorithm.

[0074] In addition to the above-mentioned embodiment, as shown in FIG. 6, in a preferred embodiment of the present invention, the tilt in the third step S3 is categorized into eight groups, namely, 0-10 degrees, 10-20 degrees, 20-30 degrees, and over 30 degrees to the left and right, respectively, and the detected license plate is cut out from the license plate image; thus, the AI ​​device 20, the first license plate image capture device 30, and the second license plate image capture device 40 work together to perform the license plate recognition algorithm.

[0075] As shown in Figures 9 and 10, in a preferred embodiment of the present invention, after the above pre-processing, the acquired license plate image is passed through the license plate recognition algorithm of the license plate recognition network in step S4 to recognize the license plate string result. The license plate image is fixed to a rectangular image of 48 x 94 pixels and input into the license plate recognition network. After passing through four convolutional layers, three max pooling layers, and a fully connected layer, the license plate features are divided into 1 x 1 points along the vertical direction. Based on these vertical features, the license plate recognition network outputs a probability graph for each 1 x 1 feature. A predicted string is obtained based on the probability graph, and then passed through Connectionist Temporal Classification (CTC) to combine duplicate characters and remove whitespace characters to obtain the final license plate number result.

[0076] As mentioned above, the AI ​​motorcycle control system of the present invention can effectively improve on the conventional shortcomings. By installing an AI device, a first license plate image capture device, a second license plate image capture device, a display device, a heat dissipation device and a power supply management device on an existing motorcycle, it can function as license plate image capture control, license plate detection, license plate recognition algorithm control and power supply management control. When riding the motorcycle 10 on patrol, it can achieve the effects of license plate recognition and active detection, and achieve better investigative mobility and investigative immediacy.

[0077] The AI ​​artificial intelligence carrier and control system of the present invention overcomes the shortcomings of current patrol motorcycles and develops them into a highly functional, intelligent mobile police carrier. The mobile carrier is equipped with an AI computer, cameras, and other devices, enabling real-time license plate recognition of moving license plates or parked vehicles, targeting stolen or criminal vehicles. The AI ​​computer is also equipped with a facial recognition app, allowing on-duty police officers to transmit images within signal range to the motorcycle's AI computer, which then recognizes and warns wanted criminals or dangerous individuals in real time, thereby achieving active investigation and protecting the personal safety of police officers. The development of algorithms for analyzing physiological changes caused by alcohol consumption through image recognition using handheld cameras also enables investigation of drunk driving. Furthermore, a radar speed measurement module is installed on the motorcycle, adding license plate recognition functionality to the vehicle's AI computer, enabling fixed-position speed warnings. The addition of a vehicle cloud database allows instant warning messages to be sent to speeding vehicles, minimizing the risk of speeding accidents and achieving the goal of a friendly city.

[0078] As shown in Figure 3, which is a three-dimensional view of the appearance of the present invention, Figure 11, which is a block diagram of the AI ​​system power supply and control circuit of the present invention, Figure 12, which is a flow chart of the ACC start / shutdown of the present invention, and Figure 13, which is a block diagram of the image signal and microcontroller circuit of the AI ​​motorcycle system of the present invention, the main components of a preferred embodiment of the present invention include a motorcycle 10 on which a motorcycle starting battery 101 is installed, an AI device 20 electrically connected to the motorcycle starting battery 101, a first license plate image capture device 30 electrically connected to the AI ​​device 20, a second license plate image capture device 40 electrically connected to the AI ​​device 20, a display device 50 electrically connected to the AI ​​device 20, a heat dissipation device 60 electrically connected to the AI ​​device 20, and an AI device power supply management device 70 electrically connected to the AI ​​device 20.

[0079] The AI ​​artificial intelligence device 20 and the heat dissipation device 60 are disposed in the storage chamber 102 under the seat of the motorcycle 10, the first license plate image capture device 30 and the second license plate image capture device 40 are disposed in the head 103 of the motorcycle 10, the display device 50 is disposed on the dashboard of the head 103, and the power supply management device 70 is disposed in the rear storage box 109 of the motorcycle 10, and the power supply management device 70 can be integrated with the AI ​​artificial intelligence device 20 or can be disposed in a suitable position on the motorcycle 10; Therefore, the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50, the heat dissipation device 60 and the power supply management device 70 can be installed on an existing motorcycle 10 and function as at least the license plate image capture control, license plate detection, license plate recognition algorithm control and power supply management control; when riding the motorcycle 10 to patrol, the effects of license plate recognition and active detection can be achieved, and better investigative mobility and investigative real-timeness can be achieved.

[0080] As shown in the AI ​​system power supply and control circuit diagram in Figure 11 and the ACC startup / shutdown flow chart in Figure 12, the power supply management device 70 at least performs the startup process of the AI ​​artificial intelligence device 20, the shutdown process of the AI ​​artificial intelligence device 20, and the charging process of the motorcycle starting battery 101. When the startup process (1) of the AI ​​artificial intelligence device 20 is performed, the motorcycle ignition switch 104 installed on the motorcycle starting battery 101 is turned on in step (2), and the return switch 701 of the power supply management device 70 is turned on, thereby starting up the motorcycle starting battery 101 in step (3), and achieving the transmission of power to the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50, and the heat dissipation device 60. The startup process and system display are displayed on the display device 50, thereby completing the startup (ON) of the AI ​​artificial intelligence device 20 in step (4).

[0081] When the shutdown step (1') of the AI ​​artificial intelligence device 20 is performed, the motorcycle ignition switch 104 is turned off in step (2'), and the AI ​​artificial intelligence device 20 proceeds to the shutdown process in step (3'). The display device 50 displays that the shutdown process is complete, the return switch 701 is activated, and when there is no output to the display device 50 (NO SINGLAL), step (4') is reached, completing the shutdown of the AI ​​artificial intelligence device 20.

[0082] When the charging process of the motorcycle starting battery 101 is performed, the charging selection switch 702 of the power supply management device 70 is switched to on-board charging, and the power supply management device 70 receives power from the motorcycle generator module 105 of the motorcycle 10 and supplies it to the input terminal of the power supply management device 70 to charge the motorcycle starting battery 101, thereby directly or indirectly connecting the AI ​​artificial intelligence device 20, the first license plate image capture device 30 (including the camera 3001 and the floodlight 3002), the second license plate image capture device 40 (including the camera 4001 and the floodlight 3002), and floodlight 4002), supplies the electricity required to operate the display device 50 and the heat dissipation device 60, or when the charging selection switch 702 of the power supply management device 70 is switched to external charging, the Bluetooth charger 703 of the power supply management device 70 receives AC current from an external power source and charges the motorcycle starting battery 101, thereby directly or indirectly supplying the electricity required to operate the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60.

[0083] According to the above-mentioned operation method, the charging selection switch 702 can be switched to on-board charging, and the AI ​​artificial intelligence device 20 can be charged when the motorcycle 10 is moving and converting kinetic energy into electrical energy; or when the motorcycle 10 is parked, the charging selection switch 702 can be switched to external charging, and the power supply management device 70 can receive current from the external power source to charge; and the Bluetooth charger 703 can be connected to a smartphone / computer device point-to-point, and charging can be controlled by a dedicated app, with a communication distance of up to 15 meters.

[0084] At least a protection device 106, a motorcycle electronic load device 107, and a motorcycle voltage and current stabilizer 108 are further electrically connected to the motorcycle ignition switch 104, and the motorcycle generator module 105 is electrically connected to the motorcycle voltage and current stabilizer 108. Thus, when used with an existing oil-powered motorcycle 10, the protection device 106, the motorcycle electronic load device 107, and the motorcycle voltage and current stabilizer 108 can be used to install the AI ​​device 20 on the motorcycle 10, and the output power of the generator of the existing motorcycle 10 can be increased to an output current of 4A to 15A (or replaced with another generator to meet the output power demand); the current and voltage stabilizer of the original motorcycle 10 can be replaced to meet the system demand; and a protection device 106 (e.g., a power diode) can be installed on the load side of the original motorcycle 10 to reduce the increased current value to the original power supply value of the motorcycle, so that the increased output current can be used for the overall operation of the AI ​​system, allowing for an operating time of more than 8 hours and achieving hybrid operation of electricity and gasoline.

[0085] By installing the power supply management device 70 on the current motorcycle 10, the motorcycle generator module 105 installed on the motorcycle 10 can be improved, and the motorcycle generator module 105 can be powered by the kinetic energy of the motorcycle while moving. A supercapacitor can be installed according to demand, and the output can be set to DC 12V / 15A via the motorcycle voltage and current stabilizer 108, which can be used to power and charge the power supply management device 70, and directly or indirectly supply the electricity required to operate the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50, and the heat dissipation device 60.

[0086] The AI ​​artificial intelligence device 20 of the present invention is further electrically connected to a radar-based speed measurement module 201 and a wireless router 202, and the wireless router 202 is used to wirelessly connect the AI ​​artificial intelligence device 20 to other external devices. The wireless router 202 can be a WAP device or a wireless network base station WB, and also includes router functionality. Depending on the actual model of motorcycle 10, it can be installed inside the storage chamber 102 of the motorcycle 10 or inside the headlights 103 of the motorcycle 10 to achieve the effect of wirelessly connecting the AI ​​artificial intelligence device 20 to other external devices. In this embodiment, the wireless router 202 is connected to a WiFi AP antenna 90 installed in the rear storage box 90 of the motorcycle 10, and the wireless signal is strengthened through the WiFi AP antenna 90, thereby widening the wireless network coverage and making the signal more stable.

[0087] The power supply management device 70 is a power supply management device developed for the motorcycle 10 system, and by connecting to the AI ​​artificial intelligence device 20, it can provide stable voltage and current supply to the system, control input and output power, and perform digital power management functions; it also includes an emergency rescue function in case the original motorcycle 10 battery fails and the vehicle cannot be started.

[0088] Furthermore, as shown in the block diagram of the image signal and microcontroller circuit of the AI ​​motorcycle control system in Figure 13, the AI ​​device 20 is further equipped with an ACC cord connected to the ignition switch 104 of the motorcycle 10, so that when the motorcycle 10 is started, it detects the continuity of DC12V and simultaneously starts the startup process of the AI ​​device 20; whether the AI ​​device 20 can be started depends on the startup status of the output terminal of the power supply management device 70. In the same situation, when the ignition switch 104 of the motorcycle 10 is turned off, there is no voltage input identification in the ACC code, which simultaneously initiates the shutdown of the AI ​​artificial intelligence device 20; the power supply to the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60 is cut off, which is regarded as the output terminal of the power supply management device 70 being turned off, thereby reducing the small current consumption due to the long-term connection of the AI ​​artificial intelligence device 20, the first license plate image capture device 30, the second license plate image capture device 40, the display device 50 and the heat dissipation device 60.

[0089] a motorcycle 10; an AI artificial intelligence device 20, such as an AI computer, installed in the storage chamber 102 of the motorcycle 10; a first license plate image capture device 30 including a camera 3001, a floodlight 3002, and a first image capture card 301 installed in the headlight 103 of the motorcycle 10 and electrically connected to the AI ​​artificial intelligence device 20; the first image capture card 301 has an analog image signal input terminal which is electrically connected to the first license plate image capture device 30 via a coaxial cable transmission signal, so that the digital image signal output terminal of the first license plate image capture device 30 transmits a signal to the AI ​​artificial intelligence device 20 via cable transmission; this wiring layout not only takes into account the suitability of the equipment installation environment factors, but also takes into account the prevention of electromagnetic interference of the analog video signal from the motor and inductive load devices of the transmission system of the motorcycle 10.

[0090] The second license plate image capture device 40 includes a camera 4001, a floodlight 4002, and a second image capture card 401 installed on the headlight 103 of the motorcycle 10 and electrically connected to the AI ​​artificial intelligence device 20. The second image capture card 401 has an analog image signal input terminal which is electrically connected to the second license plate image capture device 40 via a coaxial cable transmission signal, so that the digital image signal output terminal of the second license plate image capture device 40 transmits a signal to the AI ​​artificial intelligence device 20 via cable transmission; this wiring layout not only takes into account the suitability of the equipment installation environment factors, but also takes into account the prevention of electromagnetic interference of the analog video signal from the motor and inductive load devices of the transmission system of the motorcycle 10.

[0091] The AI ​​device 20 includes a wireless router WAP202, which is electrically connected to the AI ​​device 20 via an RJ45 LAN cable and routes the AI ​​device 20 and external devices via a point-to-point wireless connection. The wireless router 202 has the effect of expanding the communication range, and network communication can cover a range of more than 30 meters when there is no obstruction. Alternatively, a 5G Wi-Fi module is installed in the AI ​​device 20, and is connected to the antenna base of the computer case via a cable, which is then extended to the outside of the car body, thereby routing the AI ​​device and external devices via a point-to-point wireless connection. The external device (peripheral device) can be a smartphone 91 or smart glasses 92 as needed. In actual operation, a dedicated app installed on the smartphone 91 or smart glasses 92 initiates two-way communication with the AI ​​artificial intelligence device 20, captures real-time images taken by the camera of the smartphone 91 or smart glasses 92, and transmits the real-time images to the AI ​​artificial intelligence device (AI computer) 20 via WebRTC software, Wifi AP antenna 90 or other smartphone image wireless communication mechanisms for image analysis, and sends the analysis results to the smartphone 91 or smart glasses 92 to meet the needs of actual operation.

[0092] A three-button control switch 80 is electrically connected to the AI ​​artificial intelligence device 20, and the three-button control switch 80 is installed on the handlebar 110 of the motorcycle 10 and connected to the AI ​​artificial intelligence device 20 via a control cable. The three-button control switch 80 is a single-pole, single-throw switch. The control board of the three-button control switch 80 is installed in the AI ​​artificial intelligence device 20 via a USB port. The first button of the three-button control switch 80 controls the AI ​​artificial intelligence device 20 to start or stop power supply to the display device 50. The second button of the three-button control switch 80 activates a slow shutdown program by the AI ​​artificial intelligence device 20 to shut down the AI ​​artificial intelligence device 20. The third button of the three-button control switch 80 controls the first license plate image capture device 30 and the second license plate image capture device 40 by the AI ​​artificial intelligence device 20, so that the present invention can be more suited to the needs of actual applications.

[0093] As shown in Figure 14, which shows the image information transmission of the active recognition control system of the AI ​​artificial intelligence carrier control system of the present invention, Figure 15, which shows the steps of license plate recognition information transmission of the active recognition control system of the AI ​​artificial intelligence motorcycle of the present invention, and Figure 16, which shows the face image recognition flow of the active recognition system of the AI ​​artificial intelligence motorcycle of the present invention, when a user of the present invention, such as a police officer, parks his AI motorcycle and patrols on foot and encounters a suspicious vehicle or suspicious person, he takes a photo of the license plate or face with his smartphone 91 and transmits it to the AI ​​computer 20 on the motorcycle via the Wi-Fi AP antenna 90, whereupon he performs license plate recognition as shown in Figure 5 or face recognition as shown in Figure 6, and the AI ​​computer 20 transmits the recognition result to the police officer. In order to enable police officers to carry out investigation patrols more efficiently while on duty, the AI ​​artificial intelligence device 20 uses an algorithm to recognize patterns that can be recognized, such as license plates or faces, from images captured by the first license plate image capture device 30 and the second license plate image capture device 40, or the cameras of the smartphone 91 or smart glasses 92; and the active license plate or face recognition algorithm includes at least the following steps: (S1) First step: A license plate or face recognition app installed on the smartphone 91 is launched. (S2) Second step: Connect to the Wifi AP antenna 90 installed on the motorcycle using the built-in Wifi. (S3) Third step: At least one license plate or face image is captured using the smartphone 91 or smart glasses 92, and the image information is transmitted to the AI ​​artificial intelligence device 20 (AI computer) on the motorcycle 10 via the Wi-Fi AP antenna 90. (S4) Fourth step: The AI ​​artificial intelligence device 20 recognizes the input image. (S5) Fifth step: The AI ​​artificial intelligence device 20 connects to the smartphone 91 or smart glasses 92 via the Wi-Fi AP antenna 90, transmits the image recognition results, and displays the results in the image recognition app. (S6) Sixth step: Terminate the license plate or face recognition app installed on the smartphone 91.

[0094] As shown in Figure 17, which shows the communication connection between an AI motorcycle and a remote database, the AI ​​device 20 is connected via WAP 202 to the government agency's public network PI via the ISP Telecom TU's data network, or to the police cloud database system PW via an optical fiber network to update related recognition information, or to the police station database computer via a wireless communication HUB 210 to update related recognition information; a 4G / 5G communication module (4G / 5G SIM card) is installed so that the AI ​​device 20 can be connected to the local telecommunications carrier's wireless base station WB via a 4G / 5G communication network, and further to the government agency's public network PI or the optical fiber network via a data network, and can log in to the police cloud database system PW to update related recognition information; a random access memory 209, a system software storage hard disk 207, and a data storage hard disk 208 are installed in the AI ​​device 20 to perform installation work and store recognition images, or can be connected to a portable storage device via a USB port.

[0095] As mentioned above, the AI ​​motorcycle and control system of the present invention uses a power supply and control circuit system, an image signal and microcontroller system, and an active recognition system to recognize and transmit image information, allowing police officers to use the AI ​​motorcycle to perform image recognition, improving investigation efficiency. Police officers can also use their smartphones to connect to the Wi-Fi AP antenna installed on the motorcycle to connect to the AI ​​device, perform image recognition, and transmit the resulting data. When patrolling on foot, they can capture images with the smartphone camera, and, in conjunction with the Wi-Fi AP antenna, achieve active image recognition and active investigation, thereby improving investigation mobility and real-time investigation. At the same time, the AI ​​device can connect to a remote database for information updates, making the present invention advantageous in terms of inventiveness and practicality. Second embodiment

[0096] As shown in the external three-dimensional diagrams of the second embodiment of the AI ​​artificial intelligence carrier of the present invention in Figures 18 and 19, the AI ​​artificial intelligence carrier of this embodiment is installed with four image capture sets on the motorcycle 10, of which the first image capture set 30A is installed on the right front side of the motorcycle's head 103 and is used to capture the rear license plate image of the right vehicle; the second image capture set 40A is installed on the left front side of the motorcycle's head 103 and is used to capture the rear license plate image of the left vehicle; the third image capture set 30B is installed on the right rear side of the motorcycle's storage chamber 102 and is used to capture the front license plate image of the right vehicle; and the fourth image capture set 40B is installed on the left rear side of the motorcycle's storage chamber 102 and is used to capture the front license plate image of the left vehicle. The image capture set includes a camera and a floodlight, and the control system of the components including the AI ​​artificial intelligence device 20, display device 50, heat dissipation device 60, power supply management device 70, three-button control switch 80 and Wi-Fi AP antenna 90, which are consistent with the above embodiment, is the same as that of the first embodiment.

[0097] The second embodiment of the AI ​​artificial intelligence carrier and control system of the present invention is used for calculating street parking fees. As shown in the external three-dimensional diagrams of the second embodiment of the AI ​​artificial intelligence carrier of the present invention in Figures 18 and 19, the AI ​​artificial intelligence motorcycle of the present invention includes a motorcycle 10, an AI artificial intelligence computer 20, a first image capture set 30A, a second image capture set 30B, a third image capture set 40A, a fourth image capture set 40B, a display device 50, a power supply management device 70, a three-button control switch 80, a Wi-Fi AP antenna 90, and a left / right camera set selector switch 801; the first image capture set 30A is installed on the right front side of the motorcycle's head, the second image capture set 40A is installed on the left front side of the motorcycle's head, the third image capture set 30B is installed on the right rear side of the AI ​​computer storage chamber, and the fourth image capture set 40B is installed on the left rear side of the AI ​​computer storage chamber. As shown in Figure 21, while the AI ​​intelligent motorcycle 1 is moving, the first image capture set 30A can capture the license plate image of the rear license plate 62 of the vehicle 6 in the right parking space, the third image capture set 30B can capture the license plate image of the front license plate 61 of the vehicle 6 in the right parking space, the second image capture set 40A can capture the license plate image of the rear license plate 61 of the vehicle 6 in the left parking space, and the fourth image capture set 40B can capture the license plate image of the front license plate 61 of the vehicle 6 in the left parking space.

[0098] In the AI ​​intelligent motorcycle, the AI ​​(Artificial Intelligence) computer 20 is installed in the storage chamber 102, and the AI ​​artificial intelligence computer 20 is an industrial computer equipped with an Nvidia GPU card or an Intel VPU card for high-speed image processing. Air intakes 1001 and 1002 (not shown) are installed on the left and right sides of the storage chamber 102, respectively. The image captures 30A, 40A, 30B, and 40B each include a camera and a floodlight. The display device 50 is installed on the head 103 of the motorcycle. The power supply management device 70 is installed in the rear storage box 109 of the motorcycle 1. The power supply management device 70 is equipped with a power switch 704, a waterproof power charging stand 705, a plurality of exhaust cooling fans 601, and at least one intake cooling fan 602. An AP antenna 90 is installed on the top of the case of the power supply management device 70, the three-button control switch 80 is installed under the left handlebar 110 of the motorcycle 1, the left / right camera set selector switch 801 is installed at the bottom left of the motorcycle's head 103, and an AI system power button switch 802 is installed adjacent to it. A motorcycle current and voltage stabilizer 193 and an embedded buzzer 204 are also installed on the head 103 of the intelligent motorcycle 10. The AI ​​artificial intelligence computer 20, first image capture set 30A, second image capture set 40A, third image capture set 30B, fourth image capture set 40B, the display device 50, power supply management device 70, Wi-Fi AP antenna 90, three-button control switch 80 and left / right camera set selector switch 801 are electrically connected to each other.

[0099] The image capture sets 30A and 40A constitute a first image capture unit and are used to capture rear license plate images and vehicle body images of vehicles positioned in on-street parking spaces; the image capture sets 30B and 40B constitute a second image capture unit and are used to capture front license plate images and vehicle body images of vehicles positioned in on-street parking spaces. The display device 50 can be a touchscreen and can display the license plate numbers of vehicles positioned in the left and right on-street parking spaces in real time. The power supply management device 70 supplies power to the license plate recognition system, which includes the AI ​​device 20, the image capture sets 30A, 40A, 30B, and 40B, the display device 50, and the three-button control switch 80. The Wi-Fi AP antenna 90 is used to enhance wireless signals, improving wireless network coverage and signal stability. The leftmost button of the three-button control switch 80 is the first control switch that controls the power supply to the image capture set or the input of captured images. The center and rightmost buttons are the second power control switch that controls the screen of the display device 50 and the third power control switch that controls the startup / shutdown of the AI ​​device 20. The left / right camera set selector switch 801 switches the power supply to the camera set, thereby switching the startup / shutdown of the left / right camera set. The AI ​​system power button switch 802 controls the startup / shutdown of the power output of the power supply unit 70 in the rear storage compartment. The motorcycle voltage / current stabilizer 108 improves the motorcycle's power system, stabilizing the vehicle's voltage and protecting the vehicle's electronic devices. The speaker / buzzer 204 can be an embedded buzzer that sounds an alarm to alert the motorcycle attendant if a suspicious vehicle is detected or the license plate is not recognized. The attendant can wirelessly connect to the AI ​​computer 20 of the AI ​​motorcycle using a smartphone via the Wi-Fi AP antenna 90 to perform two-way communication and license plate recognition.The storage chamber air intakes 1001 and 1002 on both sides are used to cool the storage chamber 102 in which the AI ​​computer 20 is stored. The exhaust cooling fan 601 and the intake cooling fan 602 are used to cool the power supply management device 70. The power switch 704 installed on the power supply management device 70 is used to control the startup / shutdown of the power supply management device. The waterproof power charging stand 705 can be an aviation power stand and functions as an external high-speed charging stand for the power supply management device 70 installed in the rear storage box 109.

[0100] As shown in the block diagram of the structure of the AI ​​artificial intelligence device 20 in Figure 20, the AI ​​artificial intelligence device 20 includes a processing unit 20-1, a first image recognition unit 20-2, a second image recognition unit 20-3, a first vehicle and license plate database 20-4, a second vehicle and license plate database 20-5, a matching unit 20-6, a parking information database 20-7, a wireless communication output unit 20-8, a voltage stabilization unit 20-9, and a temperature control module 20-10; in actual operation, it is composed of a first image capture set 30A and a third image capture set 30B. The right image capture device captures the vehicle image and license plate image of the right parking stall, and the first image capture set 30A captures the rear license plate 62 of the vehicle 6 in the right parking stall and the vehicle image, which are input to the first image recognition unit 20-2, and the rear license plate number and vehicle type are output to the first vehicle and license plate database 20-4. Then, as shown in Figure 20, the intelligent motorcycle 1 drives from the parking stall P1 to the vehicle 6 parked in the parking stall P2, and then drives to the parking stall P3. At this time, the third image capture set 30B captures the image of the front license plate 61 of the vehicle 6 in the right parking stall and the vehicle image, which are input to the second image recognition unit 20-3. The front license plate number and vehicle model are output to the second vehicle and license plate database 20-5. Then, the rear license plate number, front license plate number and vehicle model of the same vehicle are simultaneously input to the matching unit 20-6 by the vehicle and license plate databases 20-4 and 20-5 for matching. If the matching result of the two license plate numbers and numbers is positive, the input processing unit 20-1 inputs the parking information, including the license plate number, parking stall number, parking stall longitude and latitude, vehicle entry time, exit time and parking time, to the parking information database 20-7 and outputs it to the wireless communication output unit 20-8. The wireless communication output unit 20-8 uploads it to the on-street parking fee calculation center 3 via wireless communication for parking fee calculation.If the result of the comparison of the license plate numbers or numbers is negative, the processing unit 20-1 will use an algorithm to correct the license plate number or correct the number, which will then be stored in the parking information database 20-7.

[0101] The operation process for calculating the parking fee for the left parking stall is the same as that for the right parking stall. While the motorcycle 1 is moving, the left image capture device, which is composed of the second image capture set 40A and the fourth image capture set 40B, captures the vehicle image and license plate image of the left parking stall. The second image capture set 40A captures the rear license plate 62 of the vehicle in the left parking stall and the vehicle image, which are input to the first image recognition unit 20-2, and the rear license plate number and vehicle model are output to the first vehicle and license plate database 20-4; then, the fourth image capture set 40B captures the front license plate and vehicle image of the vehicle in the left parking stall and the vehicle image, which are input to the second image recognition unit 20-3, and the front license plate number and vehicle model are output to the first vehicle and license plate database 20-4. After the license plate number and vehicle model are output to the second vehicle and license plate database 20-5, the rear and front license plate numbers and vehicle models of the same vehicle are simultaneously input to the matching unit 20-6 by the vehicle and license plate databases 20-4, 20-5 for matching. If the matching result of the two license plate numbers and numbers is positive, the input processing unit 20-1 inputs parking information including the license plate number, parking space number, parking space longitude and latitude coordinates, vehicle entry time, exit time and parking time to the parking information database 20-7 and outputs it to the wireless communication output unit 20-8. The wireless communication output unit 20-8 wirelessly uploads it to the on-street parking fee calculation center 3 for parking fee calculation. If the matching result of the front and rear license plate numbers or numbers is negative, the processing unit 20-1 uses an algorithm to correct the license plate number or algorithm to amend the number, which is then stored in the parking information database 20-7.

[0102] In the AI ​​intelligent motorcycle used for calculating on-street parking fees of the present invention, the first image capture set 30A can be installed at a 45-degree right angle facing forward, the second image capture set 40A can be installed at a 45-degree left angle facing forward, the third image capture set 30B can be installed at a 45-degree left angle facing backward, and the fourth image capture device can be installed at a 45-degree left angle facing backward. The three-button control switch 80 includes a first power control switch for controlling the image capture sets 30A, 40A, 30B, and 40B or a first control switch for controlling whether an image captured by the source camera of the license plate recognition software is input by an app installed on the AI ​​intelligent device 20, a second power control switch for controlling the display device 50, and a third power control switch for controlling the AI ​​intelligent device 20. The left / right camera set selector switch 801 can activate either the right or left front or rear camera set depending on the installation of the parking spaces on one side or both sides of the on-street parking spaces.

[0103] In the AI ​​intelligent motorcycle used for calculating road parking fees, the power supply management device 70 is connected to the processing unit 20-1 of the AI ​​computer 20 to supply power to the AI ​​computer 20 and the processing unit 20-1, which can be a central processing unit, single chip, software, or logic circuit. The voltage stabilization unit 109 is connected to the motorcycle voltage and current stabilizer 108 and adjusts the power supply management device to output an appropriate voltage. The temperature control module 20-10 is connected to the exhaust cooling fan 601 and the intake cooling fan 602 and can detect and adjust the temperature within the storage chamber 102.

[0104] As shown in the LPR Software Flow Chart in Figure 22, the operation flow of the LPR system for on-street parked vehicles of the present invention is as follows: (1) Determine whether it is in recognition mode (Is it in recognition mode?); (2) If the judgment result is positive (Yes), input real-time images (Real-time image inputs); (3) Implement the object detection model; (4) Implement license plate recognition mode; (5) Vehicle types and license plates inputs; (6) Check the front and rear license plate numbers (Are the two license plates consistent?); (7) If the match result is negative (No), correct the license plate number using an algorithm (Use algorithm to select license plate with higher reliability); (8) Manual check for errors; (9) Save to database; (10) If the match is positive (Yes), further determine whether the number of vehicles is consistent with the number of license plates (Is the number of vehicles consistent with the number of license plates?); (11) If the result of the judgment is negative (No), use algorithms to correct the number; (12) Manually check for errors; if the result of the judgment in step (10) is positive, save it to the parking database; (13) If the result of the judgment in step (1) is negative (No), select whether to terminate the license plate recognition operation (Whether to Shutdown LPR?); (14) If the selection is positive (Yes), stop the license plate recognition operation (End LPR), and if the selection is negative (No), return to step (1). (15) When the license plate recognition operation is stopped in step (14), the front cameras are delayed to close.

[0105] As shown in the block diagram of the on-street parking fee calculation platform system in Figure 23, the operating method and process of the on-street parking fee calculation platform system of the present invention is as follows: the on-street parking fee calculation intelligent carrier 1 uploads parking information (parking space number, longitude and latitude of the parking space, vehicle entry time, exit time, and parking time) to the parking space database module 3-1 of the on-street parking fee calculation center 3 via the wireless communication network 2, the parking fee calculation module 3-2 calculates the parking fee based on the parking fee rate, and the inquiry issuing module 4 sends the parking fee information to the parking fee booth computer and users, including the driver's mobile phone, so as to achieve the application function and purpose of calculating and paying on-street parking fees.

[0106] The wireless communication output unit 20-8 is provided with a wireless communication module, such as a SIM card for a 4G / 5G mobile communication module; the wireless communication network 2 is a PHS system, a GSM system, a GPRS / EDGE system, a CDMA / HSPA / LTE system, a CMDA2000 / UMB system, a D-SCDMA / TD-HSPA / TD-SCDMA+LTE system, a Wi-Fi / WiMax system, or an IMT-Advance system.

[0107] Furthermore, the on-street parking fee calculation intelligent carrier of the present invention works in cooperation with a parking lot management platform, and the parking information stored in the intelligent carrier 1 is uploaded to the parking lot database module of the parking lot management platform, and the parking lot management calculation module records vacant parking spaces in real time and transmits the information to the driver in real time so that the driver can search for available parking spaces. Third embodiment

[0108] As shown in Figure 24, the third embodiment of the AI ​​artificial intelligence carrier and control system of the present invention can be a four-wheeled vehicle, and includes a four-wheeled vehicle 7, an AI artificial intelligence device 70, a first image capture set 71, a second image capture set 72, a third image capture set 73, a fourth image capture set 74, a display device 75, a power supply management device 76, and a three-button control switch 78; the AI ​​artificial intelligence device 70, the first image capture set 71, the second image capture set 72, the third image capture set 73, the fourth image capture set 74, the display device 75, the power supply management device 76, and the three-button control switch 77 are electrically connected to each other. The AI ​​artificial intelligence device 70 and power supply management device 76 are installed in the trunk of the four-wheeled vehicle 1, a first image capture set 71 is installed on the right side of the front hood of the four-wheeled vehicle 1, a second image capture set 72 is installed on the left side of the front hood of the four-wheeled vehicle 1, a third image capture set 73 is installed on the right side of the rear trunk of the four-wheeled vehicle 1, and a fourth image capture set 74 is installed on the left side of the rear trunk of the four-wheeled vehicle 1, and a display device 75 and a three-button control switch 77 are installed in an appropriate position on the driver's seat of the four-wheeled vehicle 1. The operating method and operation flow of the intelligent four-wheeled vehicle 7 for calculating on-street parking fees are the same as those of the intelligent motorcycle 1 for calculating on-street parking fees, and can be applied to an accounting platform system for calculating on-street parking spaces.

[0109] As mentioned above, the intelligent road parking fee calculation carrier of the present invention can certainly improve the conventional shortcomings, and the road parking fee calculation attendant does not need to stop or get out of the car, but can directly obtain the license plate number and parking information of the vehicle parked on the road with the camera set, and upload the parking information to the road parking fee calculation center by wireless communication, calculate the fee for each parked vehicle in real time, and transmit the parking fee information to the parking fee booth and the driver, so that the attendant can obtain more images of the vehicle in the parking space in one patrol, shorten the time for calculating the fee, ensure the safety of the attendant, reduce the possibility of traffic accidents, avoid traffic obstructions and promote traffic safety. An intelligent motorcycle or four-wheeled vehicle is provided with a camera set; the parking fee information is calculated in real time and can be used by the driver, which can advance the application function and economic benefits of road parking fee calculation and payment, and achieve the effect of allowing the driver to quickly search for available parking spaces.

[0110] Although the preferred embodiments of the present invention have been disclosed above, they are not intended to limit the present invention in any way. Various changes and modifications can be made without departing from the spirit and scope of the present invention. Therefore, the scope of the claims of the present invention should be broadly interpreted to include such changes and modifications. [Explanation of symbols]

[0111] 1. AI Artificial Intelligence Career 10. Motorcycles 101 Motorcycle starting battery 102 Storage Chamber 1001, 1002 Left / Right Storage Chamber Intakes 103 Head of train 104 Motorcycle Ignition Switch 105 Motorcycle Generator Module 106 Protective devices 107 Motorcycle Electronic Load Unit 108 Motorcycle voltage and current stabilizer 109 Rear storage box 110 Handle 20 AI artificial intelligence device 201 Radar speed measurement module 202 Wireless Router (WAP) 203 Temperature and voltage detector 204 Speaker / Buzzer 205 RFID active receiver 206 4G / 5G communication module 207 System software storage hard disk 208 Data storage hard disk 209 Random Access Memory 210 Wireless Communication Hub 30 First license plate image capture 301 First Image Capture Card 3001 Camera 3002 Floodlight 40 Secondary license plate image capture 401 Second Image Capture Card 4001 Camera 4002 Floodlight 50 Display device 501 Image A / D PCB board / touch panel 60 Heat dissipation device 601 Exhaust Cooling Fan 602 Intake cooling fan 70 Power supply management device 701 Return switch 702 Charge selection switch 703 Bluetooth Charger 704 Power Switch 705 Waterproof Power Charging Stand 80 Three-button control switch 801 Left / Right Camera Set Switch 802 AI System Power Button Switch 90 Wifi AP antenna 91 Intelligent Smartphone 92 Intelligent Glasses PI Public Network PW Police Cloud Database System TU ISP Telecom WB Local carrier wireless base station 20-1 Processing unit 20-2 First Image Recognition Unit 20-3 Second Image Recognition Unit 20-4 First Vehicle and License Plate Database 20-5 Secondary Vehicle and License Plate Database 20-6 Collation Unit 20-7 Parking Information Database 20-8 Wireless communication output unit 20-9 Voltage Stabilizer Unit 20-10 Temperature Control Module 30A First Image Capture Set 40A Second Image Capture Set 30B Third Image Capture Set 40B Fourth Image Capture Set 2. Wireless Network 3. Street Parking Fee Calculation Center 3-1 Parking space database module 3-2 Parking fee calculation module 4. Query issuing module 5 User 6. On-street parking vehicles 61 Front license plate 62 Rear license plate P1, P2, P3 parking spaces 7 four-wheeled vehicle 70 AI artificial intelligence device 71 First Image Capture Set 72 Second Image Capture Set 73 Third Image Capture Set 74 Fourth Image Capture Set 75 Display device 76 Power supply management device 77 Three-button control switch

Claims

1. motorcycle, an AI artificial intelligence device installed in the storage chamber of the motorcycle; a first license plate image capture device including a first image capture card installed on the handlebar of the motorcycle and electrically connected to the AI ​​artificial intelligence device; a second license plate image capture device including a second image capture card installed on the handlebar of the motorcycle and electrically connected to the AI ​​artificial intelligence device; a display device including an image A / D PCB board / touch panel installed in the storage chamber, the display device being installed on the dashboard of the handlebars of the motorcycle and electrically connected to the AI ​​artificial intelligence device; and The AI ​​artificial intelligence device includes a wireless router electrically connected to the AI ​​artificial intelligence device by an RJ45 LAN cable or a 5G Wi-Fi module installed in the AI ​​artificial intelligence device, The first image capture card has an analog image signal input terminal electrically connected to the first license plate image capture device through a coaxial cable transmission signal, so that the digital image signal output terminal of the first license plate image capture device transmits a signal to the AI ​​artificial intelligence device through a cable transmission; The second image capture card has an analog image signal input terminal electrically connected to the second license plate image capture device through a coaxial cable transmission signal, so that the digital image signal output terminal of the second license plate image capture device transmits a signal to the AI ​​artificial intelligence device through a cable transmission; The image A / D PCB board / touch panel is electrically connected to the display device by a bonding cable; The AI ​​artificial intelligence carrier and control system is characterized in that the wireless router routes the AI ​​artificial intelligence device and external devices via a point-to-point wireless connection.

2. a radar speed measurement module installed in the rear storage compartment of the motorcycle and electrically connected to the AI ​​device; an RFID active receiver installed on the steering wheel and electrically connected to the AI ​​artificial intelligence device; a speaker / buzzer installed on the display device and electrically connected to the AI ​​artificial intelligence device; or The motorcycle further includes a three-button control switch, which is installed on the handlebar of the motorcycle, electrically connected to the AI ​​artificial intelligence device, and connected to the AI ​​artificial intelligence device through a control cable; The radar speed measurement module is connected to the RS485 port of the AI ​​artificial intelligence device via a USB cable, or to the RS232 port of the AI ​​artificial intelligence device via a RS485 / RS232 converter, or to the USB port of the AI ​​artificial intelligence device via a RS485 / USB converter. When the motorcycle is parked on the road, the radar speed measurement module can use the image analysis and calculation method in conjunction with the license plate recognition function of the license plate image capture device to obtain the speed of the moving vehicle and its corresponding license plate in real time. The RFID active receiver is connected to the RS485 port of the AI ​​artificial intelligence device via an UPT cable, or to the RS232 port of the AI ​​artificial intelligence device via an RS485 / RS232 converter, or to the USB port of the AI ​​artificial intelligence device via an RS485 / USB converter. While the motorcycle is traveling, the RFID active receiver detects the ETC / eTag chips of vehicles parked on the road, and, in combination with the license plate recognition function of the license plate image capture device, obtains the parking information of the vehicles parked on the road and their corresponding license plates in real time through an image analysis and calculation method. The trigger / signal amplification means of the speaker / buzzer is connected to the signal control cable and the amplifier component built in the image A / D PCB board / touch panel, and the speaker / buzzer is connected to the GPIO / RS232 adapter of the AI ​​device via a UTP cable, or the built-in audio signal conversion control panel of the AI ​​device converts the analog audio signal into a voltage level drop signal, which is connected to the AI ​​device and the buzzer via a speaker cable, and the transmission pattern and timing are controlled by the AI ​​device; 2. The AI ​​artificial intelligence carrier and control system of claim 1, wherein the three-button control switch is a single-pole single-throw switch, the control board of the three-button control switch is installed in the AI ​​artificial intelligence device via a USB port, the first button of the three-button control switch controls the AI ​​artificial intelligence device to start or stop power supply to the display device, the second button of the three-button control switch activates a slow termination program by the AI ​​artificial intelligence device to terminate the AI ​​artificial intelligence device, and the third button of the three-button control switch controls the power supply of the first license plate image capture device and the second license plate image capture device by the AI ​​artificial intelligence device.

3. The AI ​​artificial intelligence device performs a license plate recognition algorithm together with the first license plate image capture device and the second license plate image capture device, and the license plate recognition algorithm includes: a first step of acquiring at least one license plate image from the first license plate image capturing device and the second license plate image capturing device and sending it to the AI ​​artificial intelligence device; a second step of detecting the position, size and character inclination of the license plate frame in the license plate image based on a neural network license plate detection algorithm, and cutting out the detected license plate from the license plate image; a third step of categorizing characters based on the inclination of the characters detected in the second step and applying rotation correction to the license plate in the license plate image so that the characters on the license plate do not overlap on a horizontal line; and The AI ​​artificial intelligence carrier and control system of claim 1 further comprises a fourth step of inputting the license plate image that has passed through the third step into a license plate recognition neural network to recognize the license plate number.

4. The license plate detection algorithm of the neural network in the second step is a depth-separable convolution, and the license plate in the license plate image is extracted in a stepwise smaller size from 512x512, and prediction is performed by a prediction layer at six depths; The first prediction size is 32x32, the second prediction layer is 16x16, the third prediction layer is 8x8, the fourth prediction layer is 4x4, the fifth prediction layer is 2x2, and the sixth prediction layer is 1x1. The license plate image obtained is classified according to its position and size, cut out from the background according to the coordinates, and rotation correction is performed to perform preprocessing for license plate recognition. The tilt in the third step is categorized into eight groups of 0 to 10 degrees, 10 to 20 degrees, 20 to 30 degrees, and 30 degrees or more to the left and right, respectively, and the detected license plate is cut out from the license plate image. The AI ​​artificial intelligence carrier and control system of claim 3, characterized in that the license plate recognition in the fourth step recognizes the license plate string from the pre-processed license plate image through the license plate recognition algorithm of the license plate recognition network.

5. The AI ​​artificial intelligence carrier and control system of claim 1, characterized in that the power supply and control circuit of the AI ​​artificial intelligence motorcycle supplies power to the management device from a motorcycle generator module or an external power source charging power, the power supply management device is electrically connected to the AI ​​artificial intelligence device, the heat dissipation device, the first license plate image capture device, the second license plate image capture device and the display device, and the third button control forced switch is electrically connected to the AI ​​artificial intelligence device, thereby providing the electricity necessary for the operation of the above-mentioned devices through the power supply management device.

6. The AI ​​artificial intelligence carrier and control system of claim 1, characterized in that the image signal and microcontroller system of the AI ​​artificial intelligence motorcycle includes an operation of transmitting data and operating the above-mentioned devices by connecting the AI ​​artificial intelligence device to the first license plate image capture device, the second license plate image capture device, the display device, the three-button control switch and the power supply management device by signal cables.

7. The AI ​​artificial intelligence carrier and control system of claim 1, characterized in that the system is characterized in that a Wi-Fi AP antenna is installed on the AI ​​artificial intelligence motorcycle and connected to a smartphone or smart glasses via wireless communication transmission method, so that the license plate image or facial image captured by the above device is transmitted to the AI ​​artificial intelligence device, license plate number recognition or facial recognition is performed, and the recognition result is transmitted to the smartphone or smart glasses.

8. The AI ​​artificial intelligence device is connected to a remote database system to update information, and the AI ​​artificial intelligence device is connected to a public network of a government agency via a data network, logged into a police cloud database system, or connected to a police station database computer via wireless communication to update related recognition information; The AI ​​artificial intelligence device is connected to the government agency's public network via the ISP telecom data network via the Wireless Application Protocol (WAP), or is logged into the police cloud database system via the optical fiber network, thereby updating the relevant recognition information; The AI ​​artificial intelligence device is connected to the police station database computer via a wireless communication hub to update related recognition information, The AI ​​artificial intelligence device is connected to the wireless base station of the local communication carrier through a 4G / 5G communication network, or further connected to the public network or optical fiber network of the government agency through a data network, and a 4G / 5G communication module is installed so that the AI ​​artificial intelligence device can log in to the police cloud database system and update related identification information; The AI ​​artificial intelligence carrier and control system as described in claim 1, characterized in that a random access memory, a system software storage hard disk, and a data storage hard disk are installed in the AI ​​artificial intelligence device so that installation work and storage of recognition images can be performed.

9. motorcycle, an AI artificial intelligence device installed in the storage chamber of the motorcycle; a first image capture device installed on the right front side of the handlebar of the motorcycle, for capturing a body image and a rear license plate number of a vehicle in a parking space on the right side; a second image capture device installed on the front left side of the handlebar of the motorcycle, for capturing a body image and a rear license plate number of a vehicle in the left parking space; a third image capture device installed at the right rear side of the storage chamber of the motorcycle, for capturing a body image and a front license plate number of a vehicle in the right parking stall; a fourth image capture device installed at the left rear side of the motorcycle storage chamber, for capturing a body image and a front license plate number of a vehicle in the left parking stall; a display device installed on the handlebar of the motorcycle; a power supply management device installed in a rear storage box of the motorcycle; and An AI artificial intelligence carrier and control system including a three-button control switch installed under the left handlebar of the motorcycle, An AI artificial intelligence carrier and control system, characterized in that the AI ​​artificial intelligence device, the first image capture device, the second image capture device, the third image capture device, the fourth image capture device, the display device, the power supply management device and the three-button control switch are electrically connected to each other.

10. A left / right camera changeover switch located at the bottom of the left side of the motorcycle; a Wi-Fi AP antenna installed above the case of the power supply management device; a voltage and current stabilizer for a motorcycle, the voltage and current stabilizer being installed on the handlebars of the motorcycle; and The motorcycle further includes an embedded speaker / buzzer mounted on a handlebar; The AI ​​artificial intelligence carrier and control system of claim 9, characterized in that the AI ​​artificial intelligence device is an industrial computer equipped with an Nvidia GPU card or an Intel VPU card for high-speed image processing, the image capture device includes a camera and a floodlight, respectively, the display device is a touch panel, the three-button control switch includes a first control switch for controlling the power supply of the image capture device or the input of captured images, a second power control switch for controlling the display device, and a third power control switch for controlling the AI ​​artificial intelligence device, and the power supply management device supplies power to the above-mentioned devices.

11. The AI ​​artificial intelligence carrier and control system of claim 10, characterized in that the AI ​​artificial intelligence device includes a processing unit, a first image recognition unit, a second image recognition unit, a first vehicle and license plate database, a second vehicle and license plate database, a matching unit, a parking stall vehicle information database, a wireless communication output unit, a voltage stabilization unit and a temperature control module.

12. The AI ​​artificial intelligence carrier and control system of claim 11, wherein the first image capture device captures the rear license plate image and vehicle image of the vehicle in the right parking stall, and the captured image is input to the first image recognition unit and then input to the first vehicle and license plate database; the third image capture device captures the front license plate image and vehicle image of the vehicle in the right parking stall, and the captured image is input to the second image recognition unit and then input to the second vehicle and license plate database; and the front and rear license plate images and vehicle images are input to the matching unit through the database for matching.

13. 13. The intelligent motorcycle for calculating road parking fees as claimed in claim 12, wherein the second image capture device captures the rear license plate image and vehicle image of the vehicle in the left parking stall, and the captured image is input to a first image recognition unit and then to a first vehicle and license plate database; the fourth image capture device captures the front license plate image and vehicle image of the vehicle in the left parking stall, and the captured image is input to a second image recognition unit and then to a second vehicle and license plate database; and the front and rear license plate images and vehicle images are input to the matching unit through the databases for matching.

14. The AI ​​artificial intelligence carrier and control system of claim 12, characterized in that if the matching result of the matching unit is negative, it is input to the processing unit to correct the license plate using an algorithm or correct the number using an algorithm.

15. The AI ​​artificial intelligence carrier and control system of claim 12 or 13, characterized in that if the matching result of the matching unit is positive, parking information including the license plate number, the parking space number, the longitude and latitude coordinates of the parking space, the entry time and the parking time of the vehicle are stored in the parking information database, and the parking information is updated by a wireless communication output unit installed with a wireless communication module.

16. The AI ​​artificial intelligence carrier and control system of claim 9, characterized in that the intelligent carrier works in cooperation with an on-street parking fee calculation platform, the parking information is uploaded to the parking space database module of the on-street parking fee calculation center through the wireless communication output unit via the wireless communication network, the parking fee is calculated by the parking fee calculation module, and the parking fee information is sent to the parking fee booth and users including the driver by the inquiry issuing module.

17. The AI ​​artificial intelligence carrier and control system described in claim 16, characterized in that the on-street parked vehicle is a four-wheeled vehicle or a two-wheeled vehicle, the on-street parking space is a parking space for four-wheeled vehicles or a parking space for two-wheeled vehicles, and the calculation unit time for the parking fee is every hour, every 30 minutes, or every number of uses.

18. The AI ​​artificial intelligence carrier and control system of claim 9, characterized in that the intelligent carrier works in cooperation with a parking lot management platform, the parking information stored in the parking information database is uploaded to a parking lot database module of the parking lot management platform, and the parking lot management calculation module records vacant parking spaces in real time and transmits the information to the driver in real time so that the driver can search for available parking spaces.

19. four-wheeled vehicle, an AI artificial intelligence device installed in the trunk of the four-wheeled vehicle; a first image capture device installed on the right front side of the front hood of the four-wheeled vehicle, for capturing a body image and a rear license plate number of a vehicle in a right parking stall; a second image capture device installed on the left front side of the front hood of the four-wheeled vehicle, for capturing a body image and a rear license plate number of a vehicle in the left parking space; a third image capture device installed at the right rear side of the trunk behind the four-wheeled vehicle, for capturing a body image and a front license plate number of a vehicle in the right parking stall; a fourth image capture device installed on the left rear side of the trunk behind the four-wheeled vehicle, for capturing a body image and a front license plate number of a vehicle in the left parking space; a display device installed at an appropriate position on the dashboard of the four-wheeled vehicle; a power supply management device installed in the trunk of the four-wheeled vehicle; and An AI artificial intelligence carrier and control system including a three-button control switch installed at an appropriate position on the dashboard, An AI artificial intelligence carrier and control system, characterized in that the AI ​​artificial intelligence device, the first image capture device, the second image capture device, the third image capture device, the fourth image capture device, the display device, the power supply management device and the three-button control switch are electrically connected to each other.

Images