LED assembling device in XR scene

Abstract

The invention provides an LED assembling device in an XR scene, and relates to the field of LED display. The device comprises a unit plate, an LED lamp, a machine learning module and a controller. The unit plate is used for providing a mounting base of the LED lamp. The LED lamps are installed on the unit plates in a specific mode, so that the installation directions of the adjacent LED lamps form an angle of 180 degrees, and shielding and color deviation under different visual angles are reduced. The machine learning module collects and analyzes color data of the LED lamp at different visual angles, and determines a color deviation mode through a deep learning training model. The controller adjusts the light emitting parameters of the LED lamp beads in the LED lamp according to the data of the machine learning module and the color detection device, so that the color under each visual angle meets the standard value. The standard value is preset according to the required LED impression effect. Through the above content, according to a specific installation mode, machine learning and light-emitting parameter adjustment, the LED lamp can be uniform in color at different visual angles, and the expected impression effect is achieved.

Description

Technical Field

[0001] The present application relates to the field of LED display, and in particular to an LED assembly device in an XR scenario. Background Art

[0002] The XR virtual production device brings users a brand new broadcasting experience with its unique technology of digitally synthesizing virtual three-dimensional scenes with images of human movements captured on site by TV cameras in real time.

[0003] In traditional LED large screens, the distribution of LED three primary color light points often arranges the LED lights at fixed intervals to arrange the LED display screen, and the installation directions of adjacent LED lights are perpendicular to each other to reduce the occlusion between LED lights at different viewing angles.

[0004] However, although the existing technology uses a fixed arrangement to improve the viewing angle problem, this passive arrangement adjustment still cannot actively compensate for the changes in the luminous characteristics of the LED lamp itself at different viewing angles, making it difficult to accurately correct the color deviation at each viewing angle, and there is still room for improvement in color uniformity at different viewing angles. Summary of the invention

[0005] The present application provides an LED assembly device in an XR scene, which is used to optimize the arrangement and distribution of LED lamp beads, and combine machine learning modules, controllers and other components to accurately adjust the light-emitting parameters in the case where the LED lamps in the prior art have light obstruction and color deviation at different viewing angles, affecting the visual experience, thereby reducing light obstruction and color deviation, presenting clear and accurate colors and brightness at all angles, and significantly improving the visual effects of the XR scene.

[0006] In the first aspect, the present application provides an LED assembly device in an XR scene, which is achieved by optimizing the arrangement and distribution of LED lamp beads, including: a unit board, used to provide a mounting base for the LED lamp; an LED lamp, which is installed on the unit board according to a set method, and the setting method includes that the LED lamps are arranged at set intervals and any of the LED lamps has an installation angle of 180° with the adjacent lamp column of the LED lamp, and the setting method is used to reduce the light obstruction and color deviation of the LED lamp at different viewing angles; a machine learning module, used to collect and analyze the color data of the LED lamp at different viewing angles, and determine the color deviation pattern at different angles through a deep learning algorithm training model; a controller, used to receive data from the machine learning module and the color detection device, and adjust the light-emitting parameters of the LED lamp beads in the LED lamp according to a preset algorithm, so that the LED lamp presents a color that meets the standard value at various viewing angles, and the standard value is pre-set according to the required LED visual effect and is used to measure the target reference value that the color presented by the LED lamp at various viewing angles should reach.

[0007] By adopting the above technical solutions and optimizing the arrangement and distribution of LED lamp beads, light occlusion and color deviation at different viewing angles are reduced, so that the LED display can maintain clear and accurate color and brightness at all angles, greatly improving the visual experience in the XR scene. The combination of machine learning module and controller can accurately adjust the light-emitting parameters of LED lamps according to real-time data, so as to adapt to different viewing angles and environmental requirements, further enhancing the stability and consistency of the display effect.

[0008] In combination with some embodiments of the first aspect, in some embodiments, a color detection device is also included for detecting the color information of the LED background under different viewing angles in real time to provide data input for the machine learning module.

[0009] By adopting the above technical solution, the addition of a color detection device can detect the color information of the LED background at different viewing angles in real time. This provides rich and accurate data input for the machine learning module, enabling the machine learning module to more accurately analyze the color deviation pattern, and the controller can also make more timely and effective adjustments to the lighting parameters based on these real-time data, ensuring that the LED lights can present accurate colors under various complex viewing angles and environments.

[0010] In combination with some embodiments of the first aspect, in some embodiments, a data storage unit is further included, which is used to store the data collected by the color detection device and the adjustment record of the controller on the light-emitting parameters.

[0011] By adopting the above technical solution, it is helpful to track and analyze the working status of LED lamps in the long term, which is convenient for subsequent problem finding and optimization and adjustment strategies. It also provides valuable historical data reference for the upgrade and maintenance of the device, ensuring the stable operation and continuous optimization of the LED assembly device.

[0012] In combination with some embodiments of the first aspect, in some embodiments, an LED light alarm module is also included, which is used to determine that there is a performance problem with the LED light after receiving the color information sent by the color detection device, if the color information is lower than a set threshold, and send an alarm message to the management end.

[0013] By adopting the above technical solution, the LED light alarm module can quickly determine whether there is a performance problem with the LED light after receiving the color information sent by the color detection device. Once the color information is lower than the set threshold, an alarm message is sent to the management end in time, so that maintenance personnel can quickly take measures to repair or replace it, effectively avoiding the display effect of the XR scene affected by LED light failure, and ensuring the reliability and stability of the device.

[0014] In combination with some embodiments of the first aspect, in some embodiments, an LED light mode selection module is further included, which is used to provide users with different standard mode selections of LED light displays.

[0015] By adopting the above technical solution, the LED light mode selection module provides users with different standard modes of LED light display. Users can flexibly switch different display modes according to specific XR scene requirements and personal preferences, thereby obtaining a more personalized and adaptive visual experience, which increases the applicability of the device and user satisfaction.

[0016] In combination with some embodiments of the first aspect, in some embodiments, a power module is further included to provide power supply for the entire LED assembly device.

[0017] By adopting the above technical solution, it is ensured to a certain extent that each module can obtain sufficient and stable electric energy when working, avoiding performance degradation, failure or even damage caused by power fluctuation or shortage, ensuring the normal operation of the entire LED assembly device, and laying the foundation for its stable performance of various functions.

[0018] In combination with some embodiments of the first aspect, in some embodiments, the LED lamp includes a red LED lamp post, a green LED lamp post and a blue LED lamp post, and the angle between the three LED lamp posts in the same LED lamp is 120°.

[0019] By adopting the above technical solution, the red, green and blue light columns in the LED lamp are set at an angle of 120°. This layout allows the three colors of light to be mixed more evenly, improving the accuracy and saturation of the colors, thereby presenting a more realistic and vivid picture effect in the XR scene, improving the visual quality and immersion.

[0020] In combination with some embodiments of the first aspect, in some embodiments, an intelligent dimming module is also included, which is used to automatically adjust the parameters of the LED lamp according to the requirements of the XR scene and the changes in real-time ambient light.

[0021] By adopting the above technical solutions, the intelligent dimming module can automatically adjust the parameters of LED lights according to the needs of XR scenes and changes in real-time ambient light. In different scenes and lighting conditions, it always maintains appropriate brightness and color performance, which not only saves energy, but also improves visual comfort and enhances the adaptability and practicality of LED lights in complex environments.

[0022] In combination with some embodiments of the first aspect, in some embodiments, a wireless communication module is further included to implement wireless data transmission and communication between devices inside the LED assembly device.

[0023] By adopting the above technical solution, the wireless communication module realizes wireless data transmission and communication between the internal devices of the LED assembly device, avoiding cumbersome cable connections, reducing wiring costs and space occupation, and improving the flexibility and scalability of the device. In combination with some embodiments of the first aspect, in some embodiments, a heat dissipation module is further included to dissipate heat from the LED lamp.

[0024] By adopting the above technical solution, the heat dissipation module can effectively dissipate heat for the LED lamp, thereby preventing the LED lamp from accumulating heat due to long-term operation, which may lead to performance degradation, shortened lifespan, or even damage.

[0025] One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages: 1. By optimizing the arrangement and distribution of LED lamp beads and combining machine learning modules with controllers to adjust the light-emitting parameters, the problem of light obstruction and color deviation of LED lamps at different viewing angles in the existing technology is effectively solved, thereby achieving clear and accurate colors and brightness at all angles, significantly improving the technical effect of the visual experience of XR scenes.

[0026] 2. The use of additional color detection devices to detect the LED background color information under different viewing angles in real time and provide data input for the machine learning module effectively solves the problem of untimely and inaccurate data sources of the machine learning module, thereby achieving more accurate analysis of color deviation patterns and more timely and effective adjustment of LED lamp luminous parameters to ensure the technical effect of accurate color rendering.

[0027] 3. Due to the technical means of setting up an intelligent dimming module to automatically adjust the LED lamp parameters according to the XR scene requirements and real-time ambient light changes, it effectively solves the problem that the LED lamp cannot adapt to the scene and light changes, resulting in poor display effects and energy waste, and thus achieves the technical effect of maintaining appropriate brightness and color performance in different scenes and lighting conditions, which not only saves energy but also improves visual comfort, and enhances adaptability and practicality. BRIEF DESCRIPTION OF THE DRAWINGS

[0028] Figure 1 is a module connection diagram of an embodiment of the present invention; Figure 2 It is another module connection diagram of an embodiment of the present invention.

[0029] Description of reference numerals: 1. Unit board; 2. LED light; 3. Machine learning module; 4. Controller; 5. Color detection device; 6. Data storage unit; 7. LED light alarm module; 8. LED light mode selection module; 9. Power module; 10. Red LED light column; 11. Green LED light column; 12. Blue LED light column; 13. Intelligent dimming module; 14. Wireless communication module; 15. Heat dissipation module. DETAILED DESCRIPTION

[0030] The terms used in the following embodiments of the present application are only for the purpose of describing specific embodiments, and are not intended to be used as limitations to the present application. As used in the specification and appended claims of the present application, the singular expressions "one", "a kind of", "said", "above", "the" and "this" are intended to also include plural expressions, unless there is a clear indication to the contrary in the context. It should also be understood that the term "and / or" used in the present application refers to and includes any or all possible combinations of one or more listed items.

[0031] In the following, the terms "first" and "second" are used for descriptive purposes only and are not to be understood as suggesting or implying relative importance or implicitly indicating the number of the indicated technical features. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of the features, and in the description of the embodiments of the present application, unless otherwise specified, "plurality" means two or more.

[0032] An embodiment of the present invention provides an LED assembly device in an XR scene, such as Figure 1 As shown, Figure 1 : is a module connection diagram of an embodiment of the present invention, including: Unit board 1, used to provide a mounting base for the LED lamp; LED lamp 2, the LED lamp 2 is installed on the unit board 1 according to a set method, the setting method includes that the LED lamps are arranged at set intervals and any LED lamp 2 is installed at an angle of 180° with the adjacent LED lamp pole, and the setting method reduces the light shielding and color deviation of the LED lamp at different viewing angles; Machine learning module 3, used to collect and analyze the color data of the LED lamp at different viewing angles, and determine the color deviation patterns at different angles through a deep learning algorithm training model; The controller 4 is used to receive data from the machine learning module 3 and the color detection device 5, and adjust the light-emitting parameters of the LED lamp beads in the LED lamp according to a preset algorithm so that the LED lamp presents a color that meets the standard value at various viewing angles. The standard value is pre-set according to the required LED visual effect and is used to measure the target reference value that the color presented by the LED lamp at various viewing angles should reach.

[0033] Among them, the unit board 1 must have a certain mechanical strength and good thermal conductivity, which can help the LED lamp dissipate heat. The unit board 1 is provided with threaded holes or other mounting structures for installing LED lamps. It is necessary to ensure that the size of the unit board 1 and the arrangement of the LED lamps can meet the actual lamp size and luminous area requirements. The LED lamps are installed on the unit board 1 according to the specified intervals and directions, and the optical axes of any two adjacent LED lamps 2 are crossed at 180°, which can reduce the light blocking and color deviation between the LED lamp groups at different viewing angles. Through the color detection equipment, the color data of the light directly or indirectly reflected by the LED lamp panel can be obtained from different angles. The collected data includes parameters such as the intensity of each basic color light and the chromaticity coordinate value of the LED lamp at each viewing angle. A large amount of data is input into the machine learning model for training, and the pattern of color coordinate deviation at different angles can be analyzed, that is, the color difference between different LED lamps 2 and at different viewing angles. The controller 4 integrates the results of the machine learning model and color detection. According to the detected viewing angle difference data, the controller 4 can fine-tune the light-emitting parameters of each LED lamp 2 by changing the driving current of the LED lamp 2, so that the color presented by the LED lamp panel at different viewing angles is ultimately consistent and meets the preset standard chromaticity range requirements.

[0034] Through closed-loop color detection and LED control driven by machine learning, the color deviation problem of LED lights under different viewing angles can be effectively solved, so that the product can provide standard color effects at all usage angles.

[0035] For ease of understanding, the following further describes the modules of the device provided by this embodiment in combination with the above embodiments. Figure 2 , Figure 2 It is another module connection diagram of an embodiment of the present invention.

[0036] exist Figure 2 In the XR scene, the LED assembly device includes a color detection device 5, which is used to detect the color information of the LED background at different viewing angles in real time, and provide data input for the machine learning module 3. Specifically, in the XR scene, multiple color detection cameras need to be set up to shoot the LED background from different viewing angles. The color detection device can use a professional color analysis camera, which can capture the color data of each pixel point. The color detection device continuously shoots the LED lights 2 on the unit board 1 at different angles to obtain color information such as the color and brightness of different LED lights 2. The controller 4 receives this color information and uses the collected data to train the machine learning model. This model can analyze the color differences of the LED lights 2 at different positions and angles, and calculate the color value that needs to be adjusted for each LED light 2, so that the color seen by the user at different positions and angles meets the standard threshold at the corresponding position. The controller 4 controls the color of each LED light according to the results of the model output, so that the colors at different positions meet the standard colors set at the corresponding positions.

[0037] In this way, by repeatedly adjusting the LED color through machine learning and data obtained from taking photos, the colors seen at different positions under the LED background can be made to match the settings.

[0038] In some embodiments, the LED assembly device in the XR scene also includes a data storage unit 6 for storing the data collected by the color detection device 5 and the adjustment record of the light-emitting parameters by the controller 4. The data storage can realize efficient reading of color detection and control parameter data, providing data support for device optimization.

[0039] In some embodiments, the LED assembly device in the XR scene also includes an LED lamp alarm module 7, which is used to determine that the LED lamp has a performance problem after receiving the color information sent by the color detection device 5, if the color information is lower than the set threshold, and send an alarm message to the management end. Specifically, the color detection device 5 is connected to the input interface of the LED lamp alarm module 7 to receive real-time LED color detection data. The color detection device 5 can be an illuminance meter, a color temperature meter, a professional color analyzer, etc., which are not limited here. According to the LED use environment and application scenario, the judgment criteria and thresholds of color quality are determined. For example, the brightness is not less than 300lux, the color temperature is within the range of 4000K±500K, and the threshold can be preset in the LED lamp alarm module 7. After receiving the color detection data, the microprocessor in the LED lamp alarm module 7 calls the analysis algorithm to extract the chromaticity and brightness parameters therein, and then compares these parameters with the preset thresholds. If the analysis result exceeds the acceptable threshold range, it is determined that the LED light is abnormal. For example, if the brightness drops by more than 20% or the color temperature deviates by more than 1000K, it is determined that the LED lamp has a fault or degradation problem. The LED light alarm module 7 collects information such as the number of the abnormally accessed LED light, the detection value, and the difference value exceeding the threshold value to generate an alarm information document. And add parameters such as the LED light position and the detection time. The alarm information document is immediately sent to the monitoring device on the administrator side through the network interface. After receiving the alarm, the administrator can view the details and troubleshoot and solve the problem. The alarm information is also stored in the memory of the alarm module. All alarm records can be viewed and retrieved by the administrator for diagnosis and analysis.

[0040] The above solution can realize real-time monitoring and prompting of abnormal conditions of LED lights, help administrators respond quickly, and ensure the performance of LED lights 2.

[0041] In some embodiments, the LED assembly device in the XR scene also includes an LED lamp mode selection module 8, which is used to provide users with different standard mode selections for LED lamp displays. Specifically, according to the usage scenarios of the LED lamp, several typical display modes are preset, such as home warm mode, efficacy mode, sleep mode, etc.; commercial use can have standard mode, color temperature adjustment mode, etc. These modes need to set the requirements for parameters such as color, brightness, color temperature, etc. in advance, and set a mode selection button or touch screen interface on the control panel of the LED lamp for users to switch modes. You can also set a mobile phone App or voice control to select the mode. The interface needs to be intuitive and concise. After the mode selection module receives the user's mode selection instruction, it converts it into a standard mode coding signal for system recognition. For example, the warm mode corresponds to "001" and the sleep mode corresponds to "010". The mode selection module is preset with LED control parameters corresponding to each mode. According to the mode selected by the user, its parameters are searched, such as the color parameters corresponding to each angle position of the warm mode, and the searched mode parameters are sent to the controller 4. According to the instruction values ​​such as color temperature, brightness, saturation, etc. in the parameters, the driving controller 4 proportionally adjusts the LED current to drive the LED to emit light. When switching modes, the smooth transition time is set and the parameters are gradually adjusted to avoid the visual impact caused by sudden changes in modes.

[0042] In this way, users can easily select the appropriate LED usage mode according to actual needs and scenarios, which improves the flexibility and convenience of use.

[0043] In some embodiments, the LED assembly device in the XR scene also includes a power module 9 for providing power supply to the entire LED assembly device. Specifically, the number of LED lamps in the LED assembly and the power of a single LED can be calculated, and a power supply of appropriate capacity can be selected according to a certain margin to ensure the power requirement for normal operation of the system. The power conversion efficiency of the power supply is also considered. The heat dissipation design of the power module 9 is also very important to prevent excessive heat generation during long-term operation. Auxiliary heat dissipation methods such as fans and heat sinks can be set.

[0044] In some embodiments, the LED lamp 2 in the LED assembly device in the XR scene includes a red LED lamp post 10, a green LED lamp post 11, and a blue LED lamp post 12, and the angle between the three LED lamp posts in the same LED lamp 2 is 120 degrees. Specifically, the three LED lamp posts are uniformly installed on a small annular circuit board, and the center lines of the red, green, and blue lamp posts are arranged at an angle of 120 degrees, so that the three colors of light can achieve the best mixing effect. Through this design of 120-degree arrangement of the three primary color LED posts, full-color LED lighting can be achieved, and both color temperature and brightness can be adjusted to meet different lighting needs.

[0045] In some implementations, the LED assembly device in the XR scene also includes an intelligent dimming module 13, which is used to automatically adjust the parameters of the LED lamp according to the requirements of the XR scene and the changes in real-time ambient light. Specifically, an illuminance sensor can be installed near the LED background wall to detect the brightness of the ambient light in real time. The sensor sends the collected light intensity value to the dimming module in the form of a digital signal. Through the network interface, the virtual elements in the XR scene can send changes in the lighting environment to the intelligent dimming module 13, such as the transition from day to night. The intelligent dimming module 13 obtains the scene requirements in advance. The intelligent dimming module 13 combines the ambient light collection and scene interaction information to calculate the target brightness value and color temperature value that need to be adjusted to the LED background wall at different angles and positions, and adjusts the luminous brightness and color temperature of the LED in real time through the controller 4. Continue to collect ambient light and scene information to feedback the actual light parameters emitted by the LED, and the intelligent dimming module 13 gradually adjusts to approach the target value until the light output stabilizes at the ideal value.

[0046] In this way, by automatically acquiring lighting environment information and calculating with intelligent algorithms, real-time adaptive adjustment of the light focus of the LED background wall can be achieved, which not only meets the needs of the XR scene, but also responds to environmental changes.

[0047] In some embodiments, the LED assembly device in the XR scene also includes a wireless communication module 14 for realizing wireless data transmission and communication between devices inside the LED assembly device. Specifically, considering the distance of internal communication of the device and the signal blocking situation, short-range wireless communication technologies such as WiFi and Bluetooth can be used, and compatible wireless communication modules 14 can be integrated into devices that need to communicate, such as the color detection device 5, the controller 4, and the intelligent dimming module 13, so that wireless interconnection can be realized inside the LED assembly device, which is more flexible and convenient.

[0048] In some embodiments, the LED assembly device in the XR scene also includes a heat dissipation module 15 for dissipating heat from the LED lamp. Specifically, the structural design of the LED lamp heat dissipation module 15 should fully consider the arrangement of the LED light source, so that the light source and the heat dissipation structure are closely matched to ensure direct and efficient heat dissipation. According to the heat dissipation requirements, a silent small fan can be added to the heat dissipation module 15 to perform forced air convection heat dissipation on the heat dissipation module 15 to improve the heat dissipation efficiency.

[0049] By reasonably designing the heat dissipation module 15, the service life of the LED can be effectively extended, and the luminous effect and color stability of the light source can be ensured.

[0050] The LED assembly device in the XR scene of this embodiment includes: a unit board 1, an LED lamp 2, a machine learning module 3, a controller 4, a color detection device 5, a data storage unit 6, an LED lamp alarm module 7, an LED lamp mode selection module 8, a power supply module 9, a red LED lamp column 10, a green LED lamp column 11, a blue LED lamp column 12, an intelligent dimming module 13, a wireless communication module 14, and a heat dissipation module 15.

[0051] Unit board 1, used to provide a mounting base for the LED lamp; LED lamp 2, the LED lamp is installed on the unit board 1 according to a set method, the setting method includes that the LED lamps are arranged at set intervals and any LED lamp has an installation angle of 180° with the lamp post of the adjacent LED lamp, and the setting method reduces the light shielding and color deviation of the LED lamp at different viewing angles; Machine learning module 3, used to collect and analyze the color data of the LED lamp at different viewing angles, and determine the color deviation patterns at different angles through a deep learning algorithm training model; A controller 4, for receiving data from the machine learning module 3 and the color detection device 5, and adjusting the light-emitting parameters of the LED lamp beads in the LED lamp according to a preset algorithm, so that the LED lamp presents a color that meets a standard value at various viewing angles, and the standard value is a target reference value that is pre-set according to the required LED visual effect and is used to measure the color presented by the LED lamp at various viewing angles; A color detection device 5 is used to detect the color information of the LED background at different viewing angles in real time and provide data input for the machine learning module 3; A data storage unit 6, used to store the data collected by the color detection device 5 and the adjustment record of the light-emitting parameters by the controller 4; The LED lamp alarm module 7 is used to determine that there is a performance problem with the LED lamp after receiving the color information sent by the color detection device 5, if the color information is lower than a set threshold, and send an alarm message to the management end; LED light mode selection module 8, used to provide users with different standard mode selections for LED light display; A power module 9 is used to provide power supply for the entire LED assembly device; The red LED lamp post 10, the green LED lamp post 11 and the blue LED lamp post 12, the angle between the three LED lamp posts in the same LED lamp is 120°; The intelligent dimming module 13 is used to automatically adjust the parameters of the LED lamp according to the requirements of the XR scene and the changes in the real-time ambient light; Wireless communication module 14, used to realize wireless data transmission and communication between devices inside the LED assembly device; The heat dissipation module 15 is used to dissipate heat from the LED lamp.

[0052] As mentioned above, by staggering the LED lights at 180°, light obstruction and color deviation at different viewing angles are effectively reduced, and color consistency is improved. The application of machine learning technology and viewing angle color detection can automatically analyze the color difference rules of LEDs at different angles and achieve intelligent optimization. Closed-loop color feedback detection and LED regulation enable LEDs to be adjusted in real time, and color indicators at different viewing angles can reach standard values. This solution realizes intelligent and automated LED assembly testing and regulation without the need for complex manual operations.

Claims

1. An LED assembly device in an XR scene, It is characterized in that include: The unit board is used to provide a mounting base for the LED lamp; LED lamps, wherein the LED lamps are installed on the unit board in a set manner, wherein the set manner includes arranging the LED lamps at set intervals and any LED lamp has an angle of 180° with the installation direction of the lamp post in the adjacent LED lamp, and the set manner is used to reduce light shielding and color deviation of the LED lamp at different viewing angles; A machine learning module, for collecting and analyzing the color data of the LED lamp at different viewing angles, and determining the color deviation patterns at different angles through a deep learning algorithm training model; A controller is used to receive data from the machine learning module and the color detection device, and adjust the light-emitting parameters of the LED lamp beads in the LED lamp according to a preset algorithm so that the LED lamp presents a color that meets the standard value at various viewing angles. The standard value is pre-set according to the required LED visual effect and is used to measure the target reference value that the color presented by the LED lamp at various viewing angles should reach.

2. The LED assembly device in an XR scene according to claim 1, It is characterized in that It also includes a color detection device for real-time detection of the color information of the LED background under different viewing angles to provide data input for the machine learning module.

3. The LED assembly device in an XR scene according to claim 2, It is characterized in that It also includes a data storage unit for storing the data collected by the color detection device and the adjustment record of the light-emitting parameters by the controller.

4. The LED assembly device in an XR scene according to claim 2, It is characterized in that It also includes an LED lamp alarm module, which is used to determine that there is a performance problem with the LED lamp after receiving the color information sent by the color detection device, if the color information is lower than a set threshold, and send an alarm message to the management end.

5. The LED assembly device in an XR scene according to claim 1, It is characterized in that It also includes an LED light mode selection module for providing users with different standard mode selections for LED light display.

6. The LED assembly device in an XR scene according to claim 1, It is characterized in that A power module is also included to provide power supply to the entire LED assembly device.

7. The LED assembly device in an XR scene according to claim 1, It is characterized in that The LED lamp comprises a red LED lamp post, a green LED lamp post and a blue LED lamp post, and the angle between the three LED lamp posts in the same LED lamp is 120°.

8. The LED assembly device in an XR scene according to claim 1, It is characterized in that It also includes an intelligent dimming module for automatically adjusting the parameters of the LED lamp according to the requirements of the XR scene and changes in real-time ambient light.

9. The LED assembly device in an XR scene according to claim 1, It is characterized in that It also includes a wireless communication module for realizing wireless data transmission and communication between devices inside the LED assembly device.

10. The LED assembly device in an XR scene according to claim 1, It is characterized in that It also includes a heat dissipation module for dissipating heat for the LED lamp.

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