Air conditioner control method, apparatus, air conditioner and computer-readable storage medium

Abstract

This application provides an air conditioner control method, apparatus, air conditioner, and computer-readable storage medium. The method includes: acquiring a user's facial image using an image sensor; extracting skin feature parameters of the user's face based on the facial image; determining the user's skin type based on the skin feature parameters; and determining the operating parameters of the target air conditioner based on the skin type. The air conditioner control method provided by this application can acquire a user's facial image using a pre-set image sensor and determine the user's facial skin feature parameters based on the facial image. Then, by analyzing the user's skin feature parameters, the user's skin type can be determined, thereby adjusting the air conditioner's operating parameters according to the user's different skin types, so that the user can better use skincare products.

Description

Technical Field

[0001] This application relates to the field of electrical technology, specifically to an air conditioner control method, device, air conditioner, and computer-readable storage medium. Background Technology

[0002] As more and more people use skincare and cosmetic products, their demands for skincare are also increasing. Currently, users typically apply skincare products themselves while using humidifiers or similar devices. Therefore, there is a need to better facilitate the absorption of skincare products. Summary of the Invention

[0003] This application provides an air conditioner control method that helps users better absorb skincare products by adjusting the parameters of the air conditioner.

[0004] In a first aspect, this application provides an air conditioner control method applied to a target air conditioner, the target air conditioner including an image sensor, the method comprising:

[0005] The user's facial image is acquired using the image sensor;

[0006] Based on the facial image, extract the skin feature parameters of the user's face;

[0007] Based on the skin feature parameters, the user's skin type is determined;

[0008] Based on the skin type, determine the operating parameters of the target air conditioner.

[0009] In some embodiments of this application, determining the user's skin type based on the skin feature parameters includes:

[0010] Analyze the skin feature parameters;

[0011] If, based on the skin feature parameters, it is determined that the percentage of oiliness on the user's forehead, nose, chin, and cheeks is greater than the target percentage threshold, the user's skin type is determined to be oily.

[0012] If, based on the skin feature parameters, it is determined that the percentage of oiliness on the user's forehead, nose, and chin is greater than the target percentage threshold, and the percentage of oiliness on the cheeks is less than or equal to the target percentage threshold, then the user's skin type is determined to be mixed.

[0013] If, based on the skin feature parameters, the percentage of oiliness on the user's forehead, nose, chin, and cheeks is all less than or equal to the target percentage threshold, the user's skin type is determined to be dry.

[0014] In some embodiments of this application, determining the user's skin type based on the skin feature parameters includes:

[0015] Analyze the skin feature parameters;

[0016] If, based on the skin feature parameters, it is determined that the pore diameters on the user's forehead, nose, chin, and cheeks are all larger than the first target diameter, then the user's skin type is determined to be oily.

[0017] If, based on the skin feature parameters, it is determined that the pore diameters on the user's forehead, nose, and chin are all greater than the first target diameter, while the pore diameters on the cheeks are less than or equal to the first target diameter, then the user's skin type is determined to be mixed.

[0018] If, based on the skin feature parameters, it is determined that the pore diameters on the user's forehead, nose, chin, and cheeks are all less than or equal to the second target diameter, the user's skin type is determined to be dry.

[0019] In some embodiments of this application, determining the operating parameters of the target air conditioner based on the skin type includes:

[0020] The image sensor acquires images of the user's movements.

[0021] Based on the motion image, determine whether the user is performing a facial application action;

[0022] If the user is performing the facial application action, the operating parameters of the target air conditioner are determined based on the skin type.

[0023] In some embodiments of this application, determining the operating parameters of the target air conditioner based on the skin type if the user is performing the facial application action includes:

[0024] If the user is performing the facial application action, obtain the user's physiological parameters;

[0025] Based on the physiological parameters, determine the absorption level of the applied product on the user's skin;

[0026] The operating parameters of the target air conditioner are determined based on the absorption level and the skin type.

[0027] In some embodiments of this application, the operating parameters include target temperature, target humidity, and operating time. Determining the operating parameters of the target air conditioner based on the absorption level and the skin type includes:

[0028] Based on the skin type, determine the target temperature and target humidity of the target air conditioner;

[0029] Based on the absorption level, the operating time of the target air conditioner at the target temperature and the target humidity is determined.

[0030] In some embodiments of this application, the method further includes:

[0031] Save the physiological parameters and the skin characteristic parameters;

[0032] The parameter control logic of the target air conditioner is optimized based on the saved physiological parameters and skin feature parameters.

[0033] Secondly, this application also provides an air conditioner control device applied to a target air conditioner, the target air conditioner including an image sensor, the device comprising:

[0034] The acquisition module is used to acquire the user's facial image through the image sensor;

[0035] The processing module is used to extract skin feature parameters of the user's face based on the facial image;

[0036] The processing module is also used to determine the user's skin type based on the skin feature parameters;

[0037] The processing module is also used to determine the operating parameters of the target air conditioner based on the skin type.

[0038] Thirdly, this application also provides an air conditioner, the air conditioner including a processor, a memory, and a computer program stored in the memory and executable on the processor, the processor executing the computer program to implement the steps in any of the air conditioner control methods described above.

[0039] Fourthly, this application also provides a computer-readable storage medium storing a computer program that is executed by a processor to implement the steps in any of the air conditioner control methods described above.

[0040] The air conditioner control method provided in this application can acquire a user's facial image through a pre-set image sensor and determine the user's facial skin feature parameters based on the image. Then, by analyzing these parameters, the user's skin type can be determined, allowing the air conditioner's operating parameters to be adjusted accordingly, enabling the user to better utilize skincare products. Attached Figure Description

[0041] To more clearly illustrate the technical solutions in the embodiments of the present invention, the accompanying drawings used in the description of the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0042] Figure 1 This is a schematic diagram of a scenario for the air conditioner control system provided in the embodiments of this application;

[0043] Figure 2 This is a schematic flowchart of one embodiment of the air conditioner control method in this application.

[0044] Figure 3 This is a schematic diagram of one embodiment of the air conditioner control device in this application.

[0045] Figure 4 This is a schematic diagram of the structure of an embodiment of the air conditioner in this application. Detailed Implementation

[0046] The technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of this application.

[0047] In the description of this application, it should be understood that the terms "a" and "an" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of technical features indicated. Therefore, a feature defined as "a" or "an" may explicitly or implicitly include one or more features. In the description of this application, "a plurality of" means two or more, unless otherwise explicitly specified.

[0048] In this application, the term "exemplary" is used to mean "used as an example, illustration, or description." Any embodiment described as "exemplary" in this application is not necessarily to be construed as being more preferred or advantageous than other embodiments. The following description is provided to enable any person skilled in the art to make and use this application. Details are set forth in the following description for purposes of explanation. It should be understood that those skilled in the art will recognize that this application can be made without using these specific details. In other instances, well-known structures and processes are not described in detail to avoid obscuring the description of this application with unnecessary detail. Therefore, this application is not intended to be limited to the embodiments shown, but is consistent with the broadest scope of the principles and features disclosed in this application.

[0049] This application provides an air conditioner control method, apparatus, air conditioner, and storage medium, which are described below.

[0050] The following section first introduces some basic concepts involved in the embodiments of this application:

[0051] An air conditioner generally consists of several main parts, including a cold / heat source unit, a cold / heat medium distribution system, terminal units, and other auxiliary equipment. The main components include the refrigeration unit, water pump, fan, and piping system. The terminal units are responsible for utilizing the distributed cold or heat to specifically process the air, ensuring that the air parameters of the target environment meet certain requirements.

[0052] Please see Figure 1 , Figure 1 This is a schematic diagram illustrating a scenario of the air conditioner control method provided in this application. The air conditioner control system may include an air conditioner 100 and a main control device 200. The air conditioner 100 and the main control device 200 can communicate with each other in any way, including but not limited to signal communication via electronic circuits or wireless signals. The wireless signals can be computer network communication using the TCP / IP protocol suite (TCP / IP) or User Datagram Protocol (UDP). The air conditioner 100 can receive control signals from a remote control or control panel to perform a series of air conditioner functions such as cooling, heating, dehumidification, and dust removal. The air conditioner 100 can also receive instruction information sent by the main control device 200. The air conditioner 100 can perform a series of operations such as cooling, heating, dehumidification, and dust removal according to the corresponding instruction information, such as the air conditioner control method in this application.

[0053] In this embodiment of the application, the air conditioner 100 includes, but is not limited to, wall-mounted air conditioners, floor-standing air conditioners, window air conditioners, ceiling-mounted air conditioners, and recessed air conditioners.

[0054] Those skilled in the art will understand that Figure 1 The application environment shown is merely one application scenario of the solution in this application and does not constitute a limitation on the application scenario of the solution in this application. Other application environments may include those that are more specific to this application. Figure 1 The number of more or fewer air conditioners and air conditioners shown, for example Figure 1 Only one air conditioner or air conditioner is shown in the figure. The air conditioner control system of this application may also include one or more air conditioners and air conditioners for performing the air conditioner control method of this application. The specific details are not limited here.

[0055] In addition, such as Figure 1 As shown, the main control device 200 may include any hardware device capable of data processing and instruction sending, such as a CPU or microcontroller embedded inside the air conditioner; no specific limitation is made here.

[0056] It should be noted that Figure 1The schematic diagram of the air conditioner control system shown is merely an example. The air conditioner control system and scenario described in this application embodiment are for the purpose of more clearly illustrating the technical solutions of this application embodiment and do not constitute a limitation on the technical solutions provided in this application embodiment. As those skilled in the art will know, with the evolution of air conditioner control systems and the emergence of new business scenarios, the technical solutions provided in this application embodiment are also applicable to similar technical problems.

[0057] like Figure 2 As shown, Figure 2 This is a schematic flowchart of an embodiment of the air conditioner control method in this application. The method is applied to a target air conditioner, which includes an image sensor. The air conditioner control method may include the following steps 201-204:

[0058] 201. Acquire the user's facial image through an image sensor.

[0059] In this embodiment, the image sensor can be installed on the indoor unit of the air conditioner, or it can be a wireless image sensor that communicates wirelessly with the air conditioner via Wi-Fi. When the air conditioner is running, it can send a power-on signal to the image sensor, causing the image sensor to begin acquiring images of the room.

[0060] Once powered on, the image sensor can transmit the captured images to the air conditioner. The air conditioner can then use its built-in image recognition model to identify which video frames contain the user's facial image, thereby extracting the user's facial image from the video.

[0061] It should be noted that, in the embodiments of this application, the image recognition model can be any existing model, and the specific embodiments of this application are not limited thereto. Similarly, the image sensor can be any camera, webcam, etc., and the embodiments of this application are also not limited thereto.

[0062] 202. Extract the skin feature parameters of the user's face based on the facial image.

[0063] In this embodiment, the user's facial image can also be analyzed using the image recognition model or other feature extraction models to extract the user's facial skin feature parameters. It should be noted that the neural network model used to extract the user's skin feature parameters in this embodiment can also be any existing technology model, and this embodiment is not limited thereto.

[0064] 203. Determine the user's skin type based on skin feature parameters.

[0065] Following the steps described above, the neural network model used to extract skin feature parameters can further classify the user's skin based on these parameters, thereby outputting the user's skin type. Specifically, in this embodiment, a facial image sample set can be pre-set, comprising sample images of various skin types, each with a manually labeled skin type. After training the neural network model using this facial image sample set for skin feature parameter extraction, the model will possess the ability to recognize facial skin types.

[0066] It should be noted that, in the embodiments of this application, the method for training the neural network model can be any training method in the prior art, and the embodiments of this application are not limited thereto.

[0067] 204. Determine the operating parameters of the target air conditioner based on skin type.

[0068] Once the user's skin type is determined through the above steps, the air conditioner parameters can be adjusted according to different skin types. For example, the air conditioner's set temperature can be controlled to maintain an ambient temperature suitable for the current skin type. This allows the user to use skincare products at a temperature that matches the adjusted temperature, thus achieving better results.

[0069] In this embodiment, a parameter mapping table can be pre-set, which includes air conditioner operating parameters corresponding to different skin types. Once the user's skin type is determined, the air conditioner operating parameters matching the current skin type can be found according to the parameter mapping table. Of course, the air conditioner operating parameters can also be adjusted in other ways, and this embodiment is not limited to any specific method.

[0070] The air conditioner control method provided in this application can acquire a user's facial image through a pre-set image sensor and determine the user's facial skin feature parameters based on the image. Then, by analyzing these parameters, the user's skin type can be determined, allowing the air conditioner's operating parameters to be adjusted accordingly, enabling the user to better utilize skincare products.

[0071] To better implement the method of this application, in some embodiments of this application, the user's skin type is determined based on skin characteristic parameters, including:

[0072] Analyze skin characteristic parameters; if the percentage of oiliness on the user's forehead, nose, chin, and cheeks is greater than the target percentage threshold, the user's skin type is determined to be oily; if the percentage of oiliness on the user's forehead, nose, and chin is greater than the target percentage threshold, and the percentage of oiliness on the cheeks is less than or equal to the target percentage threshold, the user's skin type is determined to be combination; if the percentage of oiliness on the user's forehead, nose, chin, and cheeks is less than or equal to the target percentage threshold, the user's skin type is determined to be dry.

[0073] The above embodiments provide a scheme for analyzing user skin feature parameters through a model. This application, however, provides a specific scheme for analyzing which skin feature parameters are needed to determine the user's skin type.

[0074] Specifically, skin characteristic parameters can include the glossiness of a user's face, which can be used to analyze the percentage of oiliness on the face. For example, if the percentage of oiliness in the user's T-zone (forehead, nose, and chin) and cheeks all exceeds a set threshold, the user's face can be determined to be oily, thus classifying them as oily skin. Alternatively, since the T-zone is a high-frequency oil-producing area, if the percentage of oiliness on the forehead, nose, and chin exceeds a set threshold, but the percentage of oiliness on the cheeks does not, the user's skin type can be determined to be combination. Or, if the percentage of oiliness on all parts of the user's face exceeds the set threshold, the user's skin type can be determined to be dry.

[0075] It should be noted that the target percentage threshold can be set according to the actual situation, and this application embodiment does not limit it.

[0076] To better implement the method of this application, in some embodiments of this application, the user's skin type is determined based on skin characteristic parameters, including:

[0077] Analyze skin feature parameters; if the pore diameters on the user's forehead, nose, chin, and cheeks are all greater than the first target diameter, the user's skin type is determined to be oily; if the pore diameters on the user's forehead, nose, and chin are all greater than the first target diameter, and the pore diameters on the cheeks are less than or equal to the first target diameter, the user's skin type is determined to be combination; if the pore diameters on the user's forehead, nose, chin, and cheeks are all less than or equal to the second target diameter, the user's skin type is determined to be dry.

[0078] The above embodiments provide a method for analyzing the degree of oiliness on a user's face to determine the user's facial skin type. However, in some cases, users typically cleanse their face before applying skincare products. Cleansed skin doesn't easily reveal details of facial oiliness. Therefore, the method of determining a user's skin type by judging the degree of oiliness is ineffective in this application scenario. Therefore, this application also provides another method for determining a user's facial skin type.

[0079] Specifically, this application embodiment can determine a user's facial skin type by determining the size of the pores on their face. Based on studies of user faces, oily skin typically has larger pores; therefore, this application can determine a user's facial skin type by analyzing the size of the pores on their face. In this application embodiment, the first target diameter can be 0.05 mm, and the second target diameter can be 0.02 mm.

[0080] It should be noted that, in addition to considering facial shine and pore size separately, a comprehensive judgment can also be made based on both facial shine and pore size characteristics. For example: if, based on skin feature parameters, the percentage of oiliness on a user's forehead, nose, chin, and cheeks is greater than a target percentage threshold, and the pore diameter on the user's forehead, nose, chin, and cheeks is greater than a first target diameter, then the user's skin type is determined to be oily. Alternatively, if, based on skin feature parameters, the percentage of oiliness on a user's forehead, nose, and chin is greater than a target percentage threshold, and the percentage of oiliness on the cheeks is less than or equal to a target percentage threshold, and the pore diameter on the user's forehead, nose, and chin is greater than a first target diameter, while the pore diameter on the cheeks is less than or equal to a first target diameter, then the user's skin type is determined to be combination. Or, if, based on skin feature parameters, the percentage of oiliness on a user's forehead, nose, chin, and cheeks is less than or equal to a target percentage threshold, and the pore diameter on the user's forehead, nose, chin, and cheeks is less than or equal to a second target diameter, then the user's skin type is determined to be dry.

[0081] To better implement the method of this application, in some embodiments of this application, the operating parameters of the target air conditioner are determined according to skin type, including:

[0082] The system acquires images of the user's actions using an image sensor; based on these images, it determines whether the user is performing a facial application action; if the user is performing a facial application action, it determines the operating parameters of the target air conditioner based on the user's skin type.

[0083] The above embodiments provide a solution for controlling air conditioner operating parameters based on skin type. However, if a user directly controls the air conditioner's operating parameters based on skin type without performing skincare, the air conditioner may operate at parameters outside the user's settings, thus reducing the user's experience. Therefore, this application also considers a solution where the air conditioner's operating parameters are determined based on the user's skin type only when the user confirms they are in a skincare state.

[0084] Specifically, in this embodiment, a neural network model can still be used to recognize the user's image. If the image data returned by the image sensor indicates that the user's hand is applying something to their face, it can be determined that the user has entered a skincare state. At this time, the air conditioner can automatically enter the skincare mode without the user needing to manually activate it.

[0085] It should be noted that, in this embodiment, the neural network model for analyzing user actions can also be trained based on a pre-defined set of action image samples, which may include facial smearing actions and non-facial smearing actions. After inputting the action image sample set into the neural network model for analyzing user actions, the trained model will possess action recognition capabilities. The training method for this model can also refer to any existing training method, and this embodiment is not limited thereto.

[0086] To better implement the method of this application, in some embodiments of this application, if the user is performing a facial application, the operating parameters of the target air conditioner are determined based on skin type, including:

[0087] If the user is applying the product to their face, obtain the user's physiological parameters; based on the physiological parameters, determine the absorption level of the product on the user's skin; based on the absorption level and skin type, determine the operating parameters of the target air conditioner.

[0088] The above embodiments provide a solution for controlling air conditioner parameters based on a user's skin type. However, to further improve the effectiveness of skincare products, once the user enters a skincare routine, the air conditioner's operating parameters can be determined by considering not only the user's skin type but also their skin absorption level.

[0089] Specifically, once the user begins applying skincare products to their face, a wristband worn by the user can be used to collect physiological parameters such as heart rate and blood oxygen levels to determine the user's current metabolic level and, consequently, whether the user's skin condition is suitable for absorbing skincare products. If the user's heart rate, blood oxygen, and other physiological parameters indicate a good metabolic level, it means the user's absorption of skincare products is more efficient. Conversely, it means the absorption efficiency is lower. Therefore, when the user is in a state of high skincare product absorption efficiency, the air conditioner's current temperature can be appropriately lower than the normal skincare temperature. Within the normal temperature range, higher temperatures result in higher cell activity, providing a better cooling experience without affecting skincare product absorption. Conversely, when the user is in a state of high skincare product absorption efficiency, the air conditioner's current temperature can be appropriately higher than the normal skincare temperature. By increasing the indoor temperature, cell activity is increased, thereby increasing cell absorption efficiency. Therefore, in this embodiment, skin type can correspond to the air conditioner's current skincare temperature, and skin absorption level can be adjusted by adjusting the current skincare temperature.

[0090] Furthermore, determining the skin absorption level based on the user's physiological parameters can include setting up a mapping table between different physiological parameters and different skin absorption levels in the air conditioner. Once the user's physiological parameters are obtained, the user's skin absorption level can be determined according to this mapping table, such as level one, level two, level three, etc. Simultaneously, different skin absorption levels can correspond to different temperature adjustments; for example, level one corresponds to -0.2 degrees Celsius, level two to 0 degrees Celsius, level three to +0.2 degrees Celsius, etc. It should be noted that this embodiment does not specifically limit the method of determining the user's skin absorption level and adjusting the skincare temperature based on the skin absorption level. Specific settings can be made according to actual conditions, including using skin type to control the temperature and humidity of the air conditioner, and using skin absorption level to adjust temperature and humidity, etc. For example: a) Dry skin: Temperature: 20-24℃, Humidity: 60%-80%; b) Oily skin: Temperature: 18-22℃, Humidity: 40%-60%; c) Combination skin: Temperature: 20-23℃, Humidity: 50%-70%; and the skin absorption level is used to adjust the temperature and humidity in the three cases of a, b, and c.

[0091] To better implement the method of this application, in some embodiments of this application, the operating parameters include target temperature, target humidity, and operating time. The operating parameters of the target air conditioner are determined based on the absorption level and skin type, including:

[0092] Based on skin type, determine the target temperature and target humidity of the target air conditioner; based on absorption level, determine the operating time of the target air conditioner at the target temperature and target humidity.

[0093] The above embodiments provide a scheme for determining the operating temperature and humidity of an air conditioner based on skin type, and a scheme for adjusting the operating temperature and humidity based on absorption level. In this application embodiment, a scheme is also provided where skin type can determine the operating temperature and humidity of an air conditioner, and absorption level can adjust the operating time of the air conditioner at that operating temperature and humidity.

[0094] For example: a) Dry skin: Temperature: 20-24℃, Humidity: 60%-80%; b) Oily skin: Temperature: 18-22℃, Humidity: 40%-60%; c) Combination skin: Temperature: 20-23℃, Humidity: 50%-70%. Assuming that after time x in all three cases (a, b, and c), the air conditioning returns to normal operation, the skin absorption level can be adjusted by changing time x. For example, time x in case a can be adjusted to y1, time x in case b to y2, time x in case c to y3, etc. Specific implementations of this application do not limit the specific time adjustment values.

[0095] To better implement the method of this application, in some embodiments of this application, the method further includes:

[0096] Save physiological parameters and skin characteristic parameters; optimize the parameter control logic of the target air conditioner based on the saved physiological parameters and skin characteristic parameters.

[0097] The above embodiment provides a scheme for acquiring user physiological parameters and skin characteristic parameters, and controlling the operating parameters of an air conditioner based on these two parameters. To better suit user needs, whenever the air conditioner acquires the user's physiological and skin characteristic parameters and determines that the user is in a skincare state based on their actions, the user enters skincare mode, and the air conditioner adjusts to the corresponding control parameters. If, in this situation, the user manually adjusts the air conditioner's operating parameters before the air conditioner automatically exits skincare mode, the air conditioner can record the user's current physiological and skin characteristic parameters, as well as the modified air conditioner operating parameters. If the user subsequently continues to adjust the air conditioner's operating parameters multiple times under the same current physiological and skin characteristic parameters, the average value of each recorded modified air conditioner operating parameter is calculated, for example, to obtain the modified average temperature or modified average humidity. This modified average temperature and humidity are then used as the user's preferred temperature and humidity under the current physiological and skin characteristic parameters, thereby optimizing the target air conditioner's parameter control logic.

[0098] It should be noted that in this embodiment, the user can also manually enter the skincare mode. Furthermore, if the air conditioner has not entered skincare mode before a certain set time on a given day, it can automatically issue a reminder voice prompting the user to perform skincare. For example: acquiring an image of the target area using an image sensor; analyzing the target area image; if it is determined that the user is in the target area based on the target area image, then obtaining the current time; if the current time is greater than or equal to the target time, then prompting the user to perform skincare.

[0099] To better implement the air conditioner control method in the embodiments of this application, an air conditioner control device is also provided in the embodiments of this application, which is applied to a target air conditioner, the target air conditioner including an image sensor, such as... Figure 3 As shown, the device 300 includes:

[0100] The acquisition module 301 is used to acquire a user's facial image through an image sensor;

[0101] Processing module 302 is used to extract skin feature parameters of the user's face based on the facial image;

[0102] The processing module 302 is also used to determine the user's skin type based on skin feature parameters;

[0103] The processing module 302 is also used to determine the operating parameters of the target air conditioner based on the skin type.

[0104] The air conditioner control device provided in this application can acquire a user's facial image through an image sensor pre-set in the acquisition module 301, and enable the processing module 302 to determine the user's facial skin feature parameters based on the facial image. Then, by analyzing the user's skin feature parameters, the user's skin type can be determined, thereby adjusting the air conditioner's operating parameters according to the user's different skin types, so that the user can better use skincare products.

[0105] In some embodiments of this application, the processing module 302 is specifically used for:

[0106] Analyze skin characteristic parameters;

[0107] If, based on skin feature parameters, the percentage of oiliness on a user's forehead, nose, chin, and cheeks is all greater than the target percentage threshold, the user's skin type is determined to be oily.

[0108] If, based on skin feature parameters, it is determined that the percentage of oiliness on the user's forehead, nose, and chin is greater than the target percentage threshold, while the percentage of oiliness on the cheeks is less than or equal to the target percentage threshold, the user's skin type is determined to be mixed.

[0109] If, based on skin characteristic parameters, the percentage of oiliness on a user's forehead, nose, chin, and cheeks is all less than or equal to the target percentage threshold, the user's skin type is determined to be dry.

[0110] In some embodiments of this application, the processing module 302 is further configured to:

[0111] Analyze skin characteristic parameters;

[0112] If, based on skin feature parameters, it is determined that the pore diameters on the user's forehead, nose, chin, and cheeks are all larger than the first target diameter, then the user's skin type is determined to be oily.

[0113] If, based on skin feature parameters, it is determined that the pore diameters on the user's forehead, nose, and chin are all larger than the first target diameter, while the pore diameters on the cheeks are smaller than or equal to the first target diameter, then the user's skin type is determined to be mixed.

[0114] If, based on skin feature parameters, the diameter of the pores on the user's forehead, nose, chin, and cheeks is determined to be less than or equal to the diameter of the second target, the user's skin type is determined to be dry.

[0115] In some embodiments of this application, the processing module 302 is further configured to:

[0116] Capture images of the user's actions using an image sensor;

[0117] Based on the motion image, determine whether the user is performing a facial application action;

[0118] If the user is performing a facial application, determine the operating parameters of the target air conditioner based on skin type.

[0119] In some embodiments of this application, the processing module 302 is further configured to:

[0120] If the user is performing a facial application action, obtain the user's physiological parameters;

[0121] Based on physiological parameters, determine the absorption level of the applied product on the user's skin;

[0122] Determine the operating parameters of the target air conditioner based on the absorption level and skin type.

[0123] In some embodiments of this application, the operating parameters include target temperature, target humidity, and operating time. The processing module 302 is further specifically used for:

[0124] Determine the target temperature and target humidity of the target air conditioner based on skin type;

[0125] Based on the absorption level, determine the operating time of the target air conditioner at the target temperature and target humidity.

[0126] In some embodiments of this application, the processing module 302 is further configured to:

[0127] Save physiological parameters and skin characteristic parameters;

[0128] Based on the saved physiological parameters and skin characteristic parameters, optimize the parameter control logic of the target air conditioner.

[0129] This application also provides an air conditioner that integrates any of the air conditioner control methods provided in this application, such as... Figure 4 As shown, it illustrates a structural schematic diagram of the air conditioner involved in the embodiments of this application, specifically:

[0130] The air conditioner may include components such as a processor 401 with one or more processing cores, a storage device 402 with one or more computer-readable storage media, a power supply 403, and an input unit 404. Those skilled in the art will understand that... Figure 4 The air conditioner structure shown does not constitute a limitation on the air conditioner and may include more or fewer components than shown, or combine certain components, or have different component arrangements.

[0131] in:

[0132] The processor 401 is the control center of the air conditioner. It connects to various parts of the air conditioner via various interfaces and lines. By running or executing software programs and / or modules stored in the storage device 402, and by calling data stored in the storage device 402, it performs various functions and processes data, thereby providing overall monitoring of the air conditioner. Optionally, the processor 401 may include one or more processing cores. The processor 401 may be a Central Processing Unit (CPU), or other general-purpose processors, digital signal processors (DSPs), application-specific integrated circuits (ASICs), field-programmable gate arrays (FPGAs), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. The general-purpose processor may be a microprocessor or any conventional processor. Preferably, the processor 401 may integrate an application processor and a modem processor. The application processor mainly handles the operating system, user interface, and applications, while the modem processor mainly handles wireless communication. It is understood that the modem processor may not be integrated into the processor 401.

[0133] Storage device 402 can be used to store software programs and modules. Processor 401 executes various functional applications and data processing by running the software programs and modules stored in storage device 402. Storage device 402 may mainly include a program storage area and a data storage area. The program storage area may store the operating system, at least one application program required for a function (such as sound playback function, image playback function, etc.), etc.; the data storage area may store data created based on the use of the air conditioner, etc. In addition, storage device 402 may include high-speed random access memory, and may also include non-volatile memory, such as at least one disk storage device, flash memory device, or other volatile solid-state storage device. Accordingly, storage device 402 may also include a memory controller to provide processor 401 with access to storage device 402.

[0134] The air conditioner also includes a power supply 403 that supplies power to the various components. Preferably, the power supply 403 can be logically connected to the processor 401 through a power management system, thereby enabling functions such as charging, discharging, and power consumption management through the power management system. The power supply 403 may also include one or more DC or AC power supplies, a recharging system, a power fault detection circuit, a power converter or inverter, a power status indicator, or any other components.

[0135] The air conditioner may also include an input unit 404, which can be used to receive input digital or character information, and generate keyboard, mouse, joystick, optical or trackball signal inputs related to user settings and function control.

[0136] Although not shown, the air conditioner may also include a display unit, etc., which will not be described in detail here. Specifically, in this embodiment, the processor 401 in the air conditioner loads the executable files corresponding to the processes of one or more application programs into the storage device 402 according to the following instructions, and the processor 401 runs the application programs stored in the storage device 402 to realize various functions, such as:

[0137] Acquire the user's facial image using an image sensor;

[0138] Extract skin feature parameters from the user's face based on the facial image;

[0139] Determine the user's skin type based on skin feature parameters;

[0140] Determine the operating parameters of the target air conditioner based on skin type.

[0141] Those skilled in the art will understand that all or part of the steps in the various methods of the above embodiments can be performed by instructions, or by instructions controlling related hardware. These instructions can be stored in a computer-readable storage medium and loaded and executed by a processor.

[0142] Therefore, embodiments of this application provide a computer-readable storage medium, which may include: read-only memory (ROM), random access memory (RAM), a magnetic disk, or an optical disk, etc. A computer program is stored thereon, and the computer program is loaded by a processor to execute the steps in any of the air conditioner control methods provided in embodiments of this application. For example, the computer program loaded by the processor can execute the following steps:

[0143] Acquire the user's facial image using an image sensor;

[0144] Extract skin feature parameters from the user's face based on the facial image;

[0145] Determine the user's skin type based on skin feature parameters;

[0146] Determine the operating parameters of the target air conditioner based on skin type.

[0147] In the above embodiments, the descriptions of each embodiment have different focuses. For parts not described in detail in a certain embodiment, please refer to the detailed descriptions of other embodiments above, which will not be repeated here.

[0148] In practice, each of the above units or structures can be implemented as an independent entity or can be arbitrarily combined to be implemented as the same or several entities. For the specific implementation of each of the above units or structures, please refer to the previous method embodiments, which will not be repeated here.

[0149] For details on the implementation of each of the above operations, please refer to the previous examples, which will not be repeated here.

[0150] The above provides a detailed description of an air conditioner control method and apparatus provided in the embodiments of this application. Specific examples have been used to illustrate the principles and implementation methods of this application. The description of the above embodiments is only for the purpose of helping to understand the method and core ideas of this application. At the same time, for those skilled in the art, there will be changes in the specific implementation methods and application scope based on the ideas of this application. Therefore, the content of this specification should not be construed as a limitation of this application.

Claims

1. An air conditioner control method, characterized in that, Applied to a target air conditioner, the target air conditioner including an image sensor, the method includes: The user's facial image is acquired using the image sensor; Based on the facial image, extract the skin feature parameters of the user's face; Based on the skin feature parameters, the user's skin type is determined; Based on the skin type, determine the operating parameters of the target air conditioner; The step of determining the operating parameters of the target air conditioner based on the skin type includes: The image sensor acquires images of the user's movements. Based on the motion image, determine whether the user is performing a facial application action; If the user is performing the facial application action, determine the operating parameters of the target air conditioner based on the skin type; If the user is performing the facial application action, the operating parameters of the target air conditioner are determined based on the skin type, including: If the user is performing the facial application action, obtain the user's physiological parameters; Based on the physiological parameters, determine the absorption level of the applied product on the user's skin; The operating parameters of the target air conditioner are determined based on the absorption level and the skin type.

2. The air conditioner control method according to claim 1, characterized in that, Determining the user's skin type based on the skin feature parameters includes: Analyze the skin feature parameters; If, based on the skin feature parameters, it is determined that the percentage of oiliness on the user's forehead, nose, chin, and cheeks is greater than the target percentage threshold, the user's skin type is determined to be oily. If, based on the skin feature parameters, it is determined that the percentage of oiliness on the user's forehead, nose, and chin is greater than the target percentage threshold, and the percentage of oiliness on the cheeks is less than or equal to the target percentage threshold, then the user's skin type is determined to be mixed. If, based on the skin feature parameters, the percentage of oiliness on the user's forehead, nose, chin, and cheeks is all less than or equal to the target percentage threshold, the user's skin type is determined to be dry.

3. The air conditioner control method according to claim 1, characterized in that, Determining the user's skin type based on the skin feature parameters includes: Analyze the skin feature parameters; If, based on the skin feature parameters, it is determined that the pore diameters on the user's forehead, nose, chin, and cheeks are all larger than the first target diameter, then the user's skin type is determined to be oily. If, based on the skin feature parameters, it is determined that the pore diameters on the user's forehead, nose, and chin are all greater than the first target diameter, while the pore diameters on the cheeks are less than or equal to the first target diameter, then the user's skin type is determined to be mixed. If, based on the skin feature parameters, it is determined that the pore diameters on the user's forehead, nose, chin, and cheeks are all less than or equal to the second target diameter, the user's skin type is determined to be dry.

4. The air conditioner control method according to claim 1, characterized in that, The operating parameters include target temperature, target humidity, and operating time. Determining the operating parameters of the target air conditioner based on the absorption level and the skin type includes: Based on the skin type, determine the target temperature and target humidity of the target air conditioner; Based on the absorption level, the operating time of the target air conditioner at the target temperature and the target humidity is determined.

5. The air conditioner control method according to claim 1, characterized in that, The method further includes: Save the physiological parameters and the skin characteristic parameters; The parameter control logic of the target air conditioner is optimized based on the saved physiological parameters and skin feature parameters.

6. An air conditioner control device, characterized in that, Applied to a target air conditioner, the target air conditioner including an image sensor, the device includes: The acquisition module is used to acquire the user's facial image through the image sensor; The processing module is used to extract skin feature parameters of the user's face based on the facial image; The processing module is also used to determine the user's skin type based on the skin feature parameters; The processing module is also used to determine the operating parameters of the target air conditioner based on the skin type; The step of determining the operating parameters of the target air conditioner based on the skin type includes: The image sensor acquires images of the user's movements. Based on the motion image, determine whether the user is performing a facial application action; If the user is performing the facial application action, determine the operating parameters of the target air conditioner based on the skin type; If the user is performing the facial application action, the operating parameters of the target air conditioner are determined based on the skin type, including: If the user is performing the facial application action, obtain the user's physiological parameters; Based on the physiological parameters, determine the absorption level of the applied product on the user's skin; The operating parameters of the target air conditioner are determined based on the absorption level and the skin type.

7. An air conditioner, characterized in that, The air conditioner includes a processor, a memory, and a computer program stored in the memory and executable on the processor, the processor executing the computer program to implement the steps of the air conditioner control method according to any one of claims 1 to 5.

8. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores a computer program that is executed by a processor to implement the steps of the air conditioner control method according to any one of claims 1 to 5.

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