Air conditioner control method, device, air conditioner and storage medium

Abstract

The present invention discloses an air conditioner control method, device, air conditioner and storage medium, the method comprising: collecting first body surface image data and second body surface image data of a user; performing image analysis on the first body surface image data and the second body surface image data to obtain the number of types of exposed parts and the area of ​​the exposed parts in the first body surface image data, and the number of types of exposed parts and the area of ​​the exposed parts in the second body surface image data; based on the types of exposed parts and the area of ​​the exposed parts, obtaining type change information and area change information within a time interval; adjusting the operating parameters of the air conditioner according to the type change information and the area change information. The present invention adjusts the operating parameters of the air conditioner in real time according to the number of types of exposed parts and the area of ​​the exposed parts on the user's body surface, so as to ensure that the environment where the air conditioner is located is always kept in a comfortable state, thereby achieving the purpose of improving the use effect of the air conditioner.

Description

Technical Field

[0001] The present invention relates to the technical field of air conditioners, and in particular to an air conditioner control method, an air conditioner, and a storage medium. Background Art

[0002] In modern home and office environments, air conditioners are key devices for regulating indoor climate. Their intelligence and personalization directly affect the user experience and comfort. Traditional air conditioning systems often work based on preset temperature values ​​and cannot sense and respond to changes in users' actual physical needs in real time, which not only wastes energy but also leads to poor user experience.

[0003] In this regard, the prior art CN117824091A discloses an air conditioning temperature control method and system based on thermal imaging and behavior perception, which controls the air conditioning temperature by judging whether the user is covered with something. However, this solution still has certain defects, such as the inability to accurately adjust according to the user's actual physical needs, and the inability to adapt to the personalized needs of different users and different time periods. Therefore, how to further improve the use effect of the air conditioner is a problem that technicians in this field need to solve. Summary of the invention

[0004] The embodiments of the present invention provide an air conditioner control method, an air conditioner control device, and a storage medium, aiming to improve the use effect of the air conditioner.

[0005] In a first aspect, an embodiment of the present invention provides an air conditioner control method, comprising:

[0006] According to a preset time interval, respectively collect the first body surface image data and the second body surface image data of the user;

[0007] performing image analysis on the first body surface image data and the second body surface image data respectively to obtain the number of types of exposed parts and the areas of the exposed parts in the first body surface image data, and the number of types of exposed parts and the areas of the exposed parts in the second body surface image data;

[0008] Based on the types of the exposed parts and the areas of the exposed parts corresponding to the first body surface image data and the second body surface image, respectively, obtaining type change information and area change information within the time interval;

[0009] The operating parameters of the air conditioner are adjusted according to the type change information and the area change information.

[0010] In a second aspect, an embodiment of the present invention provides an air conditioner control device, comprising:

[0011] An acquisition unit, used to respectively acquire first body surface image data and second body surface image data of the user at preset time intervals;

[0012] an analyzing unit, configured to perform image analysis on the first body surface image data and the second body surface image data, respectively, to obtain the number of types of exposed parts and the areas of the exposed parts in the first body surface image data, and the number of types of exposed parts and the areas of the exposed parts in the second body surface image data;

[0013] an acquisition unit, configured to acquire type change information and area change information within the time interval based on the type of the exposure part and the area of ​​the exposure part corresponding to the first body surface image data and the second body surface image respectively;

[0014] The adjusting unit is used to adjust the operating parameters of the air conditioner according to the type change information and the area change information.

[0015] In a third aspect, an embodiment of the present invention provides an air conditioner, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the air conditioner control method as described in the first aspect when executing the computer program.

[0016] In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, on which a computer program is stored. When the computer program is executed by a processor, the air conditioner control method as described in the first aspect is implemented.

[0017] The embodiment of the present invention provides an air conditioner control method, device, air conditioner and storage medium, the method comprising: collecting first body surface image data and second body surface image data of a user at a preset time interval; performing image analysis on the first body surface image data and the second body surface image data respectively to obtain the number of types of exposed parts and the area of ​​the exposed parts in the first body surface image data, and the number of types of exposed parts and the area of ​​the exposed parts in the second body surface image data; obtaining type change information and area change information within the time interval based on the types of exposed parts and the area of ​​the exposed parts corresponding to the first body surface image data and the second body surface image; adjusting the operating parameters of the air conditioner according to the type change information and the area change information. The embodiment of the present invention adjusts the operating parameters of the air conditioner in real time according to the number of types of exposed parts and the area of ​​exposed parts on the user's body surface, so as to ensure that the environment where the air conditioner is located is always kept in a relatively comfortable state, and by accurately controlling the operating parameters of the air conditioner, unnecessary energy consumption can be avoided and the operating cost can be reduced, thereby achieving the purpose of improving the use effect of the air conditioner. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other accompanying drawings can be obtained based on these accompanying drawings without paying any creative work.

[0019] Figure 1 A schematic flow chart of an air conditioner control method provided by an embodiment of the present invention;

[0020] Figure 2 A schematic diagram of a sub-flow chart of step S102 in an air conditioner control method provided by an embodiment of the present invention;

[0021] Figure 3 Another sub-flow diagram of step S102 in an air conditioner control method provided by an embodiment of the present invention;

[0022] Figure 4 A schematic diagram of a sub-flow chart of step S104 in an air conditioner control method provided by an embodiment of the present invention;

[0023] Figure 5 A schematic block diagram of an air conditioner control device provided by an embodiment of the present invention;

[0024] Figure 6 A first sub-schematic block diagram of an air conditioner control device provided by an embodiment of the present invention;

[0025] Figure 7 A second sub-schematic block diagram of an air conditioner control device provided by an embodiment of the present invention;

[0026] Figure 8 A third sub-schematic block diagram of an air conditioner control device provided by an embodiment of the present invention;

[0027] Fig. 9 A schematic block diagram of an air conditioner provided in an embodiment of the present invention. DETAILED DESCRIPTION

[0028] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0029] It should be understood that when used in this specification and the appended claims, the terms "include" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or combinations thereof.

[0030] It should also be understood that the terms used in this specification of the present invention are only for the purpose of describing specific embodiments and are not intended to limit the present invention. As used in the specification of the present invention and the appended claims, unless the context clearly indicates otherwise, the singular forms "a", "an" and "the" are intended to include plural forms.

[0031] It should be further understood that the term "and / or" used in the present description and the appended claims refers to and includes any and all possible combinations of one or more of the associated listed items.

[0032] See below Figure 1 , an embodiment of the present invention provides an air conditioner control method, which specifically includes: steps S101~S104.

[0033] Step S101, collecting first body surface image data and second body surface image data of a user respectively at preset time intervals;

[0034] Step S102, performing image analysis on the first body surface image data and the second body surface image data respectively to obtain the number of types of exposed parts and the areas of the exposed parts in the first body surface image data, and the number of types of exposed parts and the areas of the exposed parts in the second body surface image data;

[0035] Step S103, based on the types of the exposed parts and the areas of the exposed parts corresponding to the first body surface image data and the second body surface image, respectively, obtaining type change information and area change information within the time interval;

[0036] Step S104: adjusting the operating parameters of the air conditioner according to the type change information and the area change information.

[0037] In this embodiment, the user's body surface image data is first collected once, i.e., the first body surface image data, and then the user's body surface image data is collected for the second time after a preset time interval, i.e., the second body surface image data. Then, image analysis processing is performed on the collected first body surface image data and the second body surface image data, so as to obtain the type data of the exposed parts and the area of ​​the exposed parts in the two body surface image data, thereby obtaining the type change information of the exposed parts and the area change information of the exposed parts in the preset time interval, so that the operating parameters of the air conditioner can be controlled and adjusted according to the type change information and the area change information, so that the operating parameters of the air conditioner are more in line with the changed operating environment.

[0038] This embodiment adjusts the operating parameters of the air conditioner in real time according to the number and type of exposed parts of the user's body surface and the area of ​​the exposed parts. This can ensure that the environment in which the air conditioner is located always remains in a relatively comfortable state. By accurately controlling the operating parameters of the air conditioner, unnecessary energy consumption can be avoided and operating costs can be reduced, thereby achieving the purpose of improving the use effect of the air conditioner, realizing the intelligent and automated management of the air conditioner, and enabling the air conditioner to adapt to the diverse needs of different users, different seasons, and different time periods, and providing users with customized services.

[0039] In actual application scenarios, the user's body surface image data can be collected through human body sensing devices such as infrared thermal imaging sensors and cameras. These human body sensing devices can be integrated in the air conditioner or set independently of the air conditioner. When independent of the air conditioner device, the human body sensing device will communicate with the air conditioner to transmit the collected data to the air conditioner. In addition, the controller control method provided in this embodiment can be a control mainboard in the air conditioner, or a server or service terminal, such as a big data cloud computing server. For example, when a big data cloud computing server is used as the implementation entity and a human body sensing device is used as a peripheral device, the big data cloud computing server can first send an acquisition instruction to the control mainboard of the air conditioner. The control mainboard sends the acquisition instruction to the human body sensing device, so that the human body sensing device acquires corresponding body surface image data according to the acquisition instruction and transmits it back to the control mainboard. Then, the control mainboard uploads the body surface image data to the big data cloud computing server. After receiving the body surface image data, the big data cloud computing server starts to perform image analysis and processing on it, obtains the type change information and area change information of the exposed part, and generates an adjustment instruction accordingly, and then sends the adjustment instruction to the control mainboard, so that the control mainboard adjusts the operating parameters of the air conditioner according to the adjustment instruction.

[0040] It should also be noted that before collecting the user's body surface image data, it is necessary to obtain the user's consent and enable the corresponding function, so as to ensure the user's privacy and further improve the user's use of the air conditioner.

[0041] In one embodiment, if Figure 2 As shown, the step S102 includes: steps S201~S202.

[0042] Step S201, using a deep learning algorithm to perform target detection on the first body surface image data and the second body surface image data respectively, to obtain target frames of different exposed parts;

[0043] Step S202: Count the types of exposed parts based on the target frame to obtain the number of types of exposed parts corresponding to the first body surface image data and the second body surface image data respectively.

[0044] In this embodiment, the body surface image data is analyzed and processed by a deep learning algorithm. For example, the exposed parts in the body surface image data are detected by a target detection algorithm (such as the YOLO algorithm, etc.), and a target frame is set for the detected exposed parts, so that the number of types of exposed parts contained in the body surface image data can be directly confirmed by the target frame. For example, the target frame is set for the face, limbs, chest, abdomen, back, armpits, shoulders and neck in the body surface image data by the target detection algorithm, thereby determining the types of exposed parts and the corresponding number of types.

[0045] Further, such as Figure 3 As shown, the step S102 also includes: steps S301~S302.

[0046] Step S301, based on the respective target frames of the first body surface image data and the second body surface image data, respectively calculating the areas of the exposed parts in the first body surface image data and the second body surface image data;

[0047] Step S302: scaling the areas of the exposed parts in the first body surface image data and the second body surface image data in equal proportion, and using the scaling result as the final areas of the exposed parts in the first body surface image data and the second body surface image data.

[0048] This embodiment further calculates the area of ​​the exposed part in the target frame based on the target frame set for the exposed part, thereby obtaining the area change information of the exposed part between the first body surface image data and the second body surface image data. In practical applications, in order to ensure the accuracy of the calculated area, the area of ​​the exposed part can be calculated according to the image ratio or other ratios. Of course, in order to improve the control efficiency, the operating parameters can also be adjusted directly according to the unscaled area.

[0049] In one embodiment, the operating parameters include temperature parameters;

[0050] The step S104 includes:

[0051] When the type change information indicates that the type of the exposed part is reduced, the temperature parameter of the air conditioner is adjusted according to the following formula:

[0052] T1=T0-|(S0-S1) / S0|;

[0053] Wherein, T1 represents the temperature parameter after adjustment, T0 represents the temperature parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data;

[0054] When the type change information indicates that the type of the exposed part increases, the temperature parameter of the air conditioner is adjusted according to the following formula:

[0055] T1=T0+|(S0-S1) / S0|.

[0056] In this embodiment, when adjusting the operating parameters of the air conditioner, the temperature parameters of the air conditioner can be specifically adjusted, that is, the temperature can be controlled to increase or decrease according to the type and quantity change information and area change information of the exposed parts. Specifically, when the type change information indicates that the types of exposed parts are reduced, the temperature of the air conditioner is controlled to decrease accordingly in combination with the area change information; when the type change information indicates that the types of exposed parts are increased, the temperature of the air conditioner is controlled to increase accordingly in combination with the area change information. When controlling the temperature increase or decrease of the air conditioner, it can be adjusted according to the above-mentioned adjustment formula, or the temperature parameters of the air conditioner can be directly adjusted according to the area change information |(S0-S1) / S0|.

[0057] In actual application scenarios, in order to improve the adjustment efficiency, the temperature parameters can be adjusted according to the number of types of exposed parts such as face, hands, chest, abdomen, back, armpits, etc. that are related to temperature.

[0058] In one embodiment, the operating parameters further include humidity parameters;

[0059] The step S104 further includes:

[0060] When the type change information indicates that the type of the exposed part is reduced, the humidity parameter of the air conditioner is adjusted according to the following formula:

[0061] H1=H0+|(S0-S1) / S0|;

[0062] Wherein, H1 represents the humidity parameter after adjustment, H0 represents the humidity parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data;

[0063] When the type change information indicates that the type of the exposed part increases, the humidity parameter of the air conditioner is adjusted according to the following formula:

[0064] H1=H0-|(S0-S1) / S0|.

[0065] In this embodiment, when adjusting the operating parameters of the air conditioner, the humidity parameters of the air conditioner can also be adjusted, that is, the humidity is controlled to increase or decrease according to the type and quantity change information and area change information of the exposed parts. Specifically, when the type change information indicates that the types of exposed parts are reduced, the humidity of the air conditioner is controlled to increase accordingly in combination with the area change information; when the type change information indicates that the types of exposed parts are increased, the humidity of the air conditioner is controlled to decrease accordingly in combination with the area change information. When controlling the humidity of the air conditioner to increase or decrease, it can be adjusted according to the above-mentioned adjustment formula, or the humidity parameters of the air conditioner can be directly adjusted according to the area change information |(S0-S1) / S0|.

[0066] In actual application scenarios, in order to improve the adjustment efficiency, the humidity parameters can be adjusted according to the number and types of exposed parts such as skin and joints that are related to humidity.

[0067] In one embodiment, the operating parameters further include wind speed parameters;

[0068] The step S104 further includes:

[0069] When the type change information indicates that the type of exposed parts is reduced, the wind speed parameter of the air conditioner is adjusted according to the following formula:

[0070] W1=W0-|(S0-S1) / S0|;

[0071] Wherein, W1 represents the wind speed parameter after adjustment, W0 represents the wind speed parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data;

[0072] When the type change information indicates that the type of the exposed part increases, the wind speed parameter of the air conditioner is adjusted according to the following formula:

[0073] W1=W0+|(S0-S1) / S0|.

[0074] In this embodiment, when adjusting the operating parameters of the air conditioner, the wind speed parameters of the air conditioner can also be adjusted, that is, the wind speed is controlled to increase or decrease according to the type and quantity change information and area change information of the exposed parts. Specifically, when the type change information indicates that the types of exposed parts are reduced, the wind speed of the air conditioner is controlled to decrease accordingly in combination with the area change information; when the type change information indicates that the types of exposed parts are increased, the wind speed of the air conditioner is controlled to increase accordingly in combination with the area change information. When controlling the wind speed of the air conditioner to increase or decrease, it can be adjusted according to the above-mentioned adjustment formula, or the wind speed parameter of the air conditioner can be directly adjusted according to the area change information |(S0-S1) / S0|.

[0075] In actual application scenarios, in order to improve the adjustment efficiency, the wind speed parameters can be adjusted according to the number of types of exposed parts such as the head, neck, shoulders, back, limbs and ankles that are related to the wind speed.

[0076] Based on the above content, it can be seen that this embodiment can adjust the temperature parameters, humidity parameters and wind speed parameters in the air conditioner in combination with the type and quantity change information and area change information of the exposed parts, as shown in Table 1, so that the adjustment effect of the air conditioner is more in line with the user's usage needs.

[0077] Table 1:

[0078]

[0079] In one embodiment, the operating parameters further include wind guide parameters;

[0080] like Figure 4 As shown, the step S104 also includes: steps S401~S402.

[0081] Step S401: When the type change information indicates that the types of exposed parts are reduced, the air guide parameter is adjusted to avoid people.

[0082] Step S402: When the type change information indicates that the type of exposed parts has increased, the air guide parameter is adjusted to follow the person's air guide.

[0083] In this embodiment, in addition to adjusting the temperature, humidity and wind speed of the air conditioner as described above, the air guide direction of the air conditioner can also be adjusted, that is, when the type change information indicates that the types of exposed parts are reduced, the air conditioner is controlled to avoid guiding the air in the direction of the user, and when the type change information indicates that the types of exposed parts are increased, the air conditioner is controlled to guide the air in the direction of the user. In practical applications, the air guide parameter (i.e., the air guide direction) can be controlled according to the change in the number of exposure types of the part information corresponding to the wind speed (e.g., the head, neck, shoulders, back, limbs, ankles, etc.), which can further improve the control accuracy.

[0084] Figure 5 A schematic block diagram of an air conditioner control device 500 provided in an embodiment of the present invention, the device 500 includes:

[0085] The acquisition unit 501 is used to respectively acquire the first body surface image data and the second body surface image data of the user at a preset time interval;

[0086] An analyzing unit 502 is used to perform image analysis on the first body surface image data and the second body surface image data respectively, so as to obtain the number of types of exposed parts and the areas of the exposed parts in the first body surface image data, and the number of types of exposed parts and the areas of the exposed parts in the second body surface image data;

[0087] An acquiring unit 503 is configured to acquire type change information and area change information within the time interval based on the type of the exposure part and the area of ​​the exposure part corresponding to the first body surface image data and the second body surface image respectively;

[0088] The adjusting unit 504 is used to adjust the operating parameters of the air conditioner according to the type change information and the area change information.

[0089] In one embodiment, if Figure 6 As shown, the analysis unit 502 includes:

[0090] A detection unit 601 is used to perform target detection on the first body surface image data and the second body surface image data respectively using a deep learning algorithm to obtain target frames of different exposure parts;

[0091] The statistical unit 602 is used to count the types of exposure parts based on the target frame to obtain the number of types of exposure parts corresponding to the first body surface image data and the second body surface image data respectively.

[0092] In one embodiment, if Figure 7 As shown, the analysis unit 502 also includes:

[0093] A calculation unit 701 is used to calculate the areas of the exposed parts in the first body surface image data and the second body surface image data respectively based on the target frames of the first body surface image data and the second body surface image data;

[0094] The scaling unit 702 is used to scale the areas of the exposed parts in the first body surface image data and the second body surface image data in equal proportion, and use the scaling result as the final areas of the exposed parts in the first body surface image data and the second body surface image data.

[0095] In one embodiment, the operating parameters include temperature parameters;

[0096] The adjustment unit 504 includes:

[0097] The first temperature adjustment unit is configured to adjust the temperature parameter of the air conditioner according to the following formula when the type change information indicates that the type of the exposed part is reduced:

[0098] T1=T0-|(S0-S1) / S0|;

[0099] Wherein, T1 represents the temperature parameter after adjustment, T0 represents the temperature parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data;

[0100] The second temperature adjustment unit is configured to adjust the temperature parameter of the air conditioner according to the following formula when the type change information indicates that the type of the exposed part increases:

[0101] T1=T0+|(S0-S1) / S0|.

[0102] In one embodiment, the operating parameters further include humidity parameters;

[0103] The adjustment unit 504 further includes:

[0104] The first humidity adjustment unit is configured to adjust the humidity parameter of the air conditioner according to the following formula when the type change information indicates that the type of the exposed part is reduced:

[0105] H1=H0+|(S0-S1) / S0|;

[0106] Wherein, H1 represents the humidity parameter after adjustment, H0 represents the humidity parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data;

[0107] The second humidity adjustment unit is configured to adjust the humidity parameter of the air conditioner according to the following formula when the type change information indicates that the type of the exposed part increases:

[0108] H1=H0-|(S0-S1) / S0|.

[0109] In one embodiment, the operating parameters further include wind speed parameters;

[0110] The adjustment unit 504 further includes:

[0111] The first wind speed adjustment unit is used to adjust the wind speed parameter of the air conditioner according to the following formula when the type change information indicates that the type of the exposed part is reduced:

[0112] W1=W0-|(S0-S1) / S0|;

[0113] Wherein, W1 represents the wind speed parameter after adjustment, W0 represents the wind speed parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data;

[0114] The second wind speed adjustment unit is used to adjust the wind speed parameter of the air conditioner according to the following formula when the type change information indicates that the type of the exposed part increases:

[0115] W1=W0+|(S0-S1) / S0|.

[0116] In one embodiment, the operating parameters further include wind guide parameters;

[0117] like Figure 8 As shown, the adjustment unit 504 also includes:

[0118] The first wind guide adjustment unit 801 is used to adjust the wind guide parameter to avoid people when the type change information indicates that the type of exposed parts is reduced;

[0119] The second wind guide adjustment unit 802 is used to adjust the wind guide parameter to follow the person when the type change information indicates that the type of the exposed part has increased.

[0120] Since the embodiments of the apparatus part correspond to the embodiments of the method part, please refer to the description of the embodiments of the method part for the embodiments of the apparatus part, which will not be repeated here.

[0121] like Fig. 9 As shown, an embodiment of the present invention further provides an air conditioner 900 , which includes a processor 902 , a memory and a network interface 905 connected via a system bus 901 , wherein the memory may include a non-volatile storage medium 903 and an internal memory 904 .

[0122] The non-volatile storage medium 903 can store an operating system 9031 and a computer program 9032. When the computer program 9032 is executed, the processor 902 can execute an air conditioner control method.

[0123] The processor 902 is used to provide computing and control capabilities to support the operation of the entire air conditioner 900 .

[0124] The internal memory 904 provides an environment for the operation of the computer program 9032 in the non-volatile storage medium 903. When the computer program 9032 is executed by the processor 902, the processor 902 can execute an air conditioner control method.

[0125] The network interface 905 is used to communicate with other devices over the network. Fig. 9 The structure shown in the figure is merely a block diagram of a partial structure related to the scheme of the present invention, and does not constitute a limitation on the air conditioner 900 to which the scheme of the present invention is applied. The specific air conditioner 900 may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0126] The processor 902 is used to run a computer program 9032 stored in the memory to implement any embodiment of the above-mentioned air conditioner control method.

[0127] It should be understood that in the embodiment of the present invention, the processor 902 may be a central processing unit (CPU), and the processor 902 may also be other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. Among them, the general-purpose processor may be a microprocessor or the processor may also be any conventional processor, etc.

[0128] The embodiment of the present invention further provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is executed, the steps provided in the above embodiment can be implemented. The storage medium may include: a USB flash drive, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, and other media that can store program codes.

[0129] The various embodiments in the specification are described in a progressive manner, and each embodiment focuses on the differences from other embodiments. The same and similar parts between the various embodiments can be referred to each other. For the system disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and the relevant parts can be referred to the method part description. It should be pointed out that for ordinary technicians in this technical field, without departing from the principles of this application, several improvements and modifications can be made to the present application, and these improvements and modifications also fall within the scope of protection of the claims of this application.

[0130] It should also be noted that, in this specification, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "comprises", "comprising" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of further restrictions, an element defined by the statement "comprising a ..." does not exclude the presence of other identical elements in the process, method, article or device including the element.

Claims

1. An air conditioner control method, characterized in that: include: According to a preset time interval, respectively collect the first body surface image data and the second body surface image data of the user; performing image analysis on the first body surface image data and the second body surface image data respectively to obtain the number of types of exposed parts and the areas of the exposed parts in the first body surface image data, and the number of types of exposed parts and the areas of the exposed parts in the second body surface image data; Based on the types of the exposed parts and the areas of the exposed parts corresponding to the first body surface image data and the second body surface image, respectively, obtaining type change information and area change information within the time interval; The operating parameters of the air conditioner are adjusted according to the type change information and the area change information.

2. The air conditioner control method according to claim 1, characterized in that: The performing image analysis on the first body surface image data and the second body surface image data respectively to obtain the number of types of exposed parts and the area of ​​the exposed parts in the first body surface image data, and the number of types of exposed parts and the area of ​​the exposed parts in the second body surface image data, comprises: Using a deep learning algorithm to perform target detection on the first body surface image data and the second body surface image data respectively to obtain target frames of different exposed parts; The types of exposure parts are counted based on the target frame to obtain the number of types of exposure parts corresponding to the first body surface image data and the second body surface image data respectively.

3. The air conditioner control method according to claim 2, characterized in that: The performing image analysis on the first body surface image data and the second body surface image data respectively to obtain the number of types of exposed parts and the area of ​​the exposed parts in the first body surface image data, and the number of types of exposed parts and the area of ​​the exposed parts in the second body surface image data, further includes: Based on the respective target frames of the first body surface image data and the second body surface image data, respectively, calculating the areas of the exposed parts in the first body surface image data and the second body surface image data; The areas of the exposed parts in the first body surface image data and the second body surface image data are scaled in equal proportion, and the scaling result is used as the final areas of the exposed parts in the first body surface image data and the second body surface image data.

4. The air conditioner control method according to claim 1, characterized in that: The operating parameters include temperature parameters; The step of adjusting the operating parameters of the air conditioner according to the type change information and the area change information includes: When the type change information indicates that the type of the exposed part is reduced, the temperature parameter of the air conditioner is adjusted according to the following formula: T1=T0-|(S0-S1) / S0|; Wherein, T1 represents the temperature parameter after adjustment, T0 represents the temperature parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data; When the type change information indicates that the type of the exposed part increases, the temperature parameter of the air conditioner is adjusted according to the following formula: T1=T0+|(S0-S1) / S0|.

5. The air conditioner control method according to claim 1, characterized in that: The operating parameters also include humidity parameters; The step of adjusting the operating parameters of the air conditioner according to the type change information and the area change information further includes: When the type change information indicates that the type of the exposed part is reduced, the humidity parameter of the air conditioner is adjusted according to the following formula: H1=H0+|(S0-S1) / S0|; Wherein, H1 represents the humidity parameter after adjustment, H0 represents the humidity parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data; When the type change information indicates that the type of the exposed part increases, the humidity parameter of the air conditioner is adjusted according to the following formula: H1=H0-|(S0-S1) / S0|.

6. The air conditioner control method according to claim 1, characterized in that: The operating parameters also include wind speed parameters; The step of adjusting the operating parameters of the air conditioner according to the type change information and the area change information further includes: When the type change information indicates that the type of exposed parts is reduced, the wind speed parameter of the air conditioner is adjusted according to the following formula: W1=W0-|(S0-S1) / S0|; Wherein, W1 represents the wind speed parameter after adjustment, W0 represents the wind speed parameter before adjustment, S0 represents the area of ​​the exposed part corresponding to the first body surface image data, and S1 represents the area of ​​the exposed part corresponding to the second body surface image data; When the type change information indicates that the type of the exposed part increases, the wind speed parameter of the air conditioner is adjusted according to the following formula: W1=W0+|(S0-S1) / S0|.

7. The air conditioner control method according to claim 1, characterized in that: The operating parameters also include wind guide parameters; The step of adjusting the operating parameters of the air conditioner according to the type change information and the area change information further includes: When the type change information indicates that the type of exposed parts is reduced, the air guiding parameter is adjusted to avoid people. When the type change information indicates that the type of exposed parts increases, the wind guide parameter is adjusted to guide the wind along with the person.

8. An air conditioner control device, characterized in that: include: An acquisition unit, used to respectively acquire first body surface image data and second body surface image data of the user at preset time intervals; an analyzing unit, configured to perform image analysis on the first body surface image data and the second body surface image data, respectively, to obtain the number of types of exposed parts and the areas of the exposed parts in the first body surface image data, and the number of types of exposed parts and the areas of the exposed parts in the second body surface image data; an acquisition unit, configured to acquire type change information and area change information within the time interval based on the type of the exposure part and the area of ​​the exposure part corresponding to the first body surface image data and the second body surface image respectively; The adjusting unit is used to adjust the operating parameters of the air conditioner according to the type change information and the area change information.

9. An air conditioner, characterized in that: The invention comprises a memory, a processor and a computer program stored in the memory and executable on the processor, wherein the processor implements the air conditioner control method according to any one of claims 1 to 7 when executing the computer program.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the air conditioner control method according to any one of claims 1 to 7 is implemented.

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