CN113468919A

CN113468919A - Method, device and equipment for providing life advice

Info

Publication number: CN113468919A
Application number: CN202010242221.5A
Authority: CN
Inventors: 唐念行; 黄橙; 兰荣鑫; 苏明月
Original assignee: Qingdao Haier Smart Technology R&D Co Ltd; Haier Smart Home Co Ltd
Current assignee: Qingdao Haier Smart Technology R&D Co Ltd; Haier Smart Home Co Ltd
Priority date: 2020-03-31
Filing date: 2020-03-31
Publication date: 2021-10-01

Abstract

The application relates to the technical field of intelligent household appliances, and discloses a method for providing life suggestions, which comprises the following steps: receiving an image, the image including hair features; determining hair quality in the image; and when the hair quality is beyond the set range, sending life suggestion information. The method and the device have the advantages that the image comprising the hair characteristics is received, the hair quality in the image is determined, and the life suggestion information is sent when the hair quality is out of the set range, so that the alopecia condition of a user is monitored, and the health suggestion provided according to the alopecia condition is obtained. The application also discloses a device and equipment for providing the life advice.

Description

Method, device and equipment for providing life advice

Technical Field

The present application relates to the field of intelligent home appliance technologies, and for example, to a method, an apparatus, and a device for providing a life advice.

Background

Alopecia refers to the phenomenon of hair loss, normally lost hair is the hair in the catagen and telogen phases, and the hair in the catagen and the hair in the new growth phase are constantly in dynamic balance, so that the normal amount of hair can be maintained. According to the severity and manifestation of alopecia, the medical field generally divides the alopecia level into seven levels, the first level and the second level belong to mild alopecia, the third level and the fourth level belong to severe alopecia, and the fourth level and the later level belong to baldness. At present, with the pace of life acceleration, modern people are increasingly stressed, and particularly, hair loss continuously occurs in some white collars at present.

In the process of implementing the embodiments of the present disclosure, it is found that at least the following problems exist in the related art: the alopecia phenomenon of people is not reasonably monitored and utilized.

Disclosure of Invention

The following presents a simplified summary in order to provide a basic understanding of some aspects of the disclosed embodiments. This summary is not an extensive overview nor is intended to identify key/critical elements or to delineate the scope of such embodiments but rather as a prelude to the more detailed description that is presented later.

The embodiment of the disclosure provides a method, a device and equipment for providing a life suggestion, and aims to solve the technical problem that household mobile equipment cannot detect the hair loss condition of a user.

In some embodiments, a method for providing life advice includes: receiving an image, the image including hair features; determining hair quality in the image; and when the hair quality is beyond the set range, sending life suggestion information.

In some embodiments, an apparatus for providing life advice includes a processor and a memory storing program instructions, the processor being configured to, upon execution of the program instructions, perform a method for providing life advice as provided in any of the preceding embodiments.

In some embodiments, the apparatus comprises means for providing a life advice as provided in the previous embodiments.

The method and the device for controlling the household movable equipment and the household movable equipment provided by the embodiment of the disclosure can realize the following technical effects: the method comprises the steps of receiving an image comprising hair characteristics, determining the hair quality in the image, and sending life advice information when the hair quality is out of a set range, so that the alopecia condition of a user is monitored, and health advice provided according to the alopecia condition is obtained.

The foregoing general description and the following description are exemplary and explanatory only and are not restrictive of the application.

Drawings

One or more embodiments are illustrated by way of example in the accompanying drawings, which correspond to the accompanying drawings and not in limitation thereof, in which elements having the same reference numeral designations are shown as like elements and not in limitation thereof, and wherein:

FIG. 1 is a schematic diagram of a method for providing life advice provided by an embodiment of the present disclosure;

FIG. 2 is a schematic diagram of another method for providing life advice provided by an embodiment of the present disclosure;

FIG. 3 is a schematic diagram of a method for providing life advice provided by an embodiment of the present disclosure;

FIG. 4 is a schematic diagram of another method for providing life advice provided by an embodiment of the present disclosure;

fig. 5 is a schematic diagram of another apparatus for providing life advice provided by an embodiment of the present disclosure.

Detailed Description

So that the manner in which the features and elements of the disclosed embodiments can be understood in detail, a more particular description of the disclosed embodiments, briefly summarized above, may be had by reference to the embodiments, some of which are illustrated in the appended drawings. In the following description of the technology, for purposes of explanation, numerous details are set forth in order to provide a thorough understanding of the disclosed embodiments. However, one or more embodiments may be practiced without these details. In other instances, well-known structures and devices may be shown in simplified form in order to simplify the drawing.

The terms "first," "second," and the like in the description and in the claims, and the above-described drawings of embodiments of the present disclosure, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It should be understood that the data so used may be interchanged under appropriate circumstances such that embodiments of the present disclosure described herein may be made. Furthermore, the terms "comprising" and "having," as well as any variations thereof, are intended to cover non-exclusive inclusions. The term "plurality" means two or more unless otherwise specified.

As shown in fig. 1, an embodiment of the present disclosure provides a method for providing a life advice, including:

s10, receiving an image, wherein the image comprises hair characteristics;

s20, determining the hair quality in the image;

and S30, when the hair quality is out of the set range, life suggestion information is sent.

Hair has certain characteristics, such as the color, length, or degree of curl of hair, and different people have different hair characteristics. The image comprises hair characteristics, the quality of the hair in the image is determined by receiving the image, if the hair quality is out of a set range, the hair loss is abnormal, the physical health of people can be possibly problematic, attention should be paid, and life suggestion information is sent, so that a user can improve the life condition and recover health according to the life suggestion information.

The hair quality refers to the weight of the hair, and the alopecia degree of people can be known by detecting the hair quality. Optionally, the life advice information is sent when the quality of the hair is outside the set range in the first time. A period for counting the hair quality may be set, that is, when the sum of the hair qualities in the images acquired in the first time is out of the set range, the life advice information is transmitted.

The set range may be a preset hair quality range, and when the hair quality is within the set range, it indicates that the user is in normal alopecia. The setting range can be determined based on an existing alopecia knowledge base or the like.

Optionally, the image is generated and transmitted for the image recognition module. The image recognition module collects the image and analyzes and recognizes the hair in the image to obtain the hair characteristics. The image recognition module adopts the existing algorithm for recognition, for example, an object recognition algorithm based on the fusion of the RGB features and the depth features, and specifically, the object recognition algorithm can be a multi-mode sparse self-coding algorithm based on the improvement of a sparse self-coding algorithm.

Optionally, the server receives the image including the hair feature, determines the quality of the hair in the image, and transmits the life advice information when the quality of the hair is outside the set range. Thus, the server can determine the hair loss degree of the user and give life advice information. When the quality of the hair is within the set range, a health report is also sent to remind the user not to worry about.

Optionally, the hair loss condition in the time period is analyzed according to week/month/year or other user-defined calculation time periods, the hair loss condition is matched with the cloud hair loss big data according to information such as age, gender and region, the hair loss condition of family members is judged, and a health report is given regularly. Optionally, through the analyzed health report, the cloud big data is used for matching the exercise and health menu information suitable for the family members in the time period, and the exercise and health menu information is not limited to being interacted with the mobile phone APP or other intelligent terminals. For example, the female owner has more recent hair loss, and gives a user that the female owner should exercise more recently through cloud big data analysis, specifically yoga and the like, reminds the female owner to eat more black beans recently, and gives a specific recipe making method of black bean porridge.

The hair loss and the health have a relatively complex judgment relationship, and the hair loss information of family members can be correlated with health records of the family members, such as the ages, life cycles, diseases and the like of the family members, and the hair quality can be improved if the estrogen level in the female body is increased during pregnancy. After the female parturites, the estrogen level in the body is suddenly reduced, and under the influence, a large amount of hair loss can occur, the hair loss belongs to normal postpartum hair loss, the hair loss condition of the female owner after pregnancy is collected by the sweeper, the normality of the postpartum hair loss can be prompted for the female owner by combining with a health file, and a health suggestion at the stage is provided; if in the family health record, the male owner suffers from thyroid diseases (a series of diseases caused by thyroid problems, including diseases such as hyperthyroidism, hypothyroidism, thyroiditis, thyromegaly, thyroid nodules and the like), thyroid hormones are the most important hormones influencing hair growth, and excessive or insufficient hormones can cause hair loss and withering.

In some embodiments, shown in connection with fig. 2, a method for providing life advice includes:

s1, adjusting the image acquisition frequency;

s10, receiving an image, wherein the image comprises hair characteristics;

s20, determining the hair quality in the image;

Generally, equipment for acquiring images needs to take pictures at intervals, and then the images are analyzed in a frame. By adjusting the frequency of image acquisition, the image acquisition can be performed more pertinently, and the accuracy of the detection result is improved. Optionally, the frequency of image acquisition is adjusted by a setting controller. The controller can adjust the image acquisition frequency.

In some embodiments, adjusting the frequency of image acquisition comprises:

determining the area where the image acquisition equipment is located;

when the image acquisition equipment is positioned in a first area, acquiring images at a first frequency; alternatively, the first and second electrodes may be,

when the image capture device is located in the second region, images are captured at a second frequency.

And adjusting the image acquisition frequency according to the area where the image acquisition equipment is located, so that the image acquisition equipment acquires images in different areas at different frequencies. The image acquisition frequency is adjusted by a spatial position sensing method, for example, sensing of the spatial position can be performed by infrared or radar.

In some embodiments, the amount of historical hair loss in the first area is greater than the amount of historical hair loss in the second area, and the first frequency is higher than the second frequency.

According to the past statistical result of the hair loss quality, the historical hair loss amount of the first area is determined to be larger than that of the second area, namely, the hair loss of the user is more in the first area, and the hair loss in the second area is less than that in the first area, which indicates that the user frequently moves in the first area, or certain behaviors in the first area easily cause hair loss. Therefore, the image acquisition frequency of the first area is higher than that of the second area, and more images are acquired in the first area, so that the detection accuracy is improved. In a first area, such as a bedroom or a bathroom, a user often performs a hair combing action in the bedroom or the bathroom, or performs a bath or hair washing action in the bathroom, and the like, the hair is easy to fall off. And the image acquisition frequency is increased in the first area so as to improve the detection accuracy.

Optionally, in the initial state, the entire house is subjected to image recognition of hair loss, and the first area and the second area are divided according to the hair loss amount. The initial state is the state of the image acquisition equipment in initial operation. Identifying an image of alopecia of the whole house, judging that the alopecia of a certain area is serious if work is collected for 10 times or more, and improving the image collection frequency after image collection equipment senses and operates the area through a radar space; other regions reduce the analysis frequency to reduce power consumption.

In some embodiments, determining the hair quality in the image comprises:

obtaining the shape of hair;

the quality of the hair is determined according to the shape of the hair.

The hair collected by the image may have different shapes, for example, there may be one or more hairs in the image, and the number of hairs is easy to distinguish because the hair has a larger interval; some hairs may be intertwined into clumps, and the position of each hair is difficult to distinguish. The shape of the hair can be determined from the image, and the quality of the hair can be obtained in different ways for different hair shapes. Optionally, the morphology of the hair is obtained by an image recognition module. The image recognition module can acquire an image of the hair, and the shape of the hair can be obtained from the image. Optionally, the calculation module is arranged to determine the quality of the hair based on a morphological calculation of the hair.

In some embodiments, determining the quality of the hair based on the morphology of the hair comprises:

when the hair is in a dough shape, calculating the hair mass according to the hair volume; alternatively, the first and second electrodes may be,

when the hair is root-shaped, the hair quality is calculated according to the number of the hair.

When the hair is in a dough shape, the volume of the hair is detected, and the mass of the hair is calculated according to the volume of the hair. When the hairs are root-shaped, the hairs can be counted, and the mass of each hair is combined to calculate the mass of the hairs. When the hair is in a ball shape, the mass of the hair can be calculated according to the volume and the density of the hair. By performing the calculation in the above manner, the quality of the hair can be obtained based on the shape of the hair.

In some embodiments, the hair features include: hair color, length, degree of frizz.

People have different hair characteristics according to gender, age, and the like. The hair color is black, white, brown, etc. The hair length is divided into long and short hair, and the hair thickness is divided into thick and thin hair. The degree of curling of the hair also varies, with some people having straighter hair and some people having curler hair. One or more of the color, the length, the curling degree and the thickness of the hair can be combined to be used as the hair characteristics, so that the identification of the hair is facilitated. Hair features are identifiable from the images.

As shown in fig. 3, an embodiment of the present disclosure further provides a method for providing a life suggestion, including:

s40, collecting images in the moving area in the moving process, and analyzing and determining the hair characteristics in the images;

and S50, when the hair characteristics meet the preset conditions, sending the images to the specific equipment so that the specific equipment forms life suggestions.

And the image acquisition in the moving area is carried out in the moving process, so that hair images in more areas can be obtained. And performing hair characteristic analysis on the acquired image, when the hair characteristics meet preset conditions, indicating that the hair is the hair of the user to be monitored, sending the image to the specific equipment to enable the specific equipment to form a health suggestion, and improving the life condition of the user according to the health suggestion.

Optionally, the dehumidifier/humidifier is provided with an image recognition module and a walking mechanism, and the dehumidifier/humidifier collects images in a moving area in the moving process. The dehumidifier/humidifier is a common air conditioning device in family life, some dehumidifiers/humidifiers can move in a room, and the dehumidifier/humidifiers are provided with an image recognition module, so that the dehumidifier/humidifiers can collect images and analyze and determine hair characteristics in the images during moving, and not only can be used for air conditioning, but also can be used for monitoring hair in the room. The walking mechanism can comprise a roller and a motor for driving the roller to rotate. The motor drives the roller to rotate to realize walking.

Optionally, the sweeper is provided with an image recognition module, and the sweeper collects images in the moving area in the moving process. The sweeper mainly takes a disc type as a main part, and the sweeper can be scheduled to clean and automatically charge by using a rechargeable battery. The sensor is arranged in front of the cleaning device, can detect obstacles, can automatically turn when touching a wall or other obstacles, has a certain cleaning route, and can be used for planning a cleaning area. The sweeper has the walking and sweeping functions, occupies a small space, can sweep a room, can monitor the alopecia condition and is convenient for image acquisition of hairs in the room. In addition, the hair quality is combined with the cleaning area of the sweeper, and the area where the hair falls off mainly and the quality of all the hair collected during the cleaning can be obtained through summarizing and analyzing.

Optionally, the specific device is a server. And the server analyzes the hair after receiving the image to obtain the hair quality. Optionally, the server has a database built therein, the database being configured to store historical alopecia data for the user. The quality of the fallen hair is monitored regularly, and the hair quality is compared and analyzed with the historical alopecia data in the database, and the method can also be used as a mode for judging the health condition of the user.

In some embodiments, the preset condition is that the hair characteristics match with the family member information. When the hair characteristics match the hair model, it is indicated that the hair belongs to the missing hair portion of the user to be monitored. Optionally, the hair model is created by scanning hair features through an image recognition module. A hair model of the user may be created by collecting hair. The user's hair may be scanned in advance to create a hair model, and in the subsequent hair monitoring process, when the collected hair characteristics match the hair model, the user's missing hair to be monitored is identified. In practical application of a family, a plurality of persons, possibly family members, or guests, may exist on the ground, and when only hair characteristics in the acquired image satisfy preset conditions, subsequent analysis and other steps are performed. When the hair model is established, the accuracy of the hair model is ensured by weighting and other methods for the hair characteristics. The algorithm and the like relating to the model establishment can be implemented with reference to the prior art.

Illustratively, shown in connection with fig. 4, a method for providing life advice includes:

s101, acquiring an image in a moving area by using household movable equipment, and analyzing and determining hair characteristics in the image;

s102, when the hair characteristics are matched with the hair model, sending an image;

s103, the server receives the image and determines the quality of the hair in the image;

s104, when the quality of the hair is out of the set range, life suggestion information is sent;

and S105, the intelligent terminal displays the life suggestion information.

Through this embodiment, can monitor user's alopecia phenomenon to based on the circumstances propelling movement life suggestion information that loses hair, make the user can follow intelligent terminal and look over this life suggestion information, thereby improve the situation of life voluntarily, healthy life.

As shown in fig. 5, an apparatus for providing life advice according to an embodiment of the present disclosure includes a processor (processor)100 and a memory (memory)101 storing program instructions, where the processor 100 is configured to execute any one of the methods for providing life advice described above when executing the program instructions. Optionally, the apparatus may also include a Communication Interface (Communication Interface)102 and a bus 103. The processor 100, the communication interface 102, and the memory 101 may communicate with each other via a bus 103. The communication interface 102 may be used for information transfer. The processor 100 may invoke logic instructions in the memory 101 to perform the method for providing life advice of the above-described embodiments.

In addition, the logic instructions in the memory 101 may be implemented in the form of software functional units and stored in a computer readable storage medium when the logic instructions are sold or used as independent products.

The memory 101, which is a computer-readable storage medium, may be used for storing software programs, computer-executable programs, such as program instructions/modules corresponding to the methods in the embodiments of the present disclosure. The processor 100 executes functional applications and data processing, i.e., implements the method for providing life advice in the above-described embodiments, by executing program instructions/modules stored in the memory 101.

The memory 101 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to the use of the terminal device, and the like. In addition, the memory 101 may include a high-speed random access memory, and may also include a nonvolatile memory.

The disclosed embodiments provide an article (e.g., a computer, a mobile phone, etc.) comprising the above-mentioned apparatus for providing life advice.

Embodiments of the present disclosure provide a computer-readable storage medium storing computer-executable instructions configured to perform the above-described method for providing life advice.

Embodiments of the present disclosure provide a computer program product comprising a computer program stored on a computer readable storage medium, the computer program comprising program instructions which, when executed by a computer, cause the computer to perform the above-described method for providing life advice.

The computer-readable storage medium described above may be a transitory computer-readable storage medium or a non-transitory computer-readable storage medium.

The technical solution of the embodiments of the present disclosure may be embodied in the form of a software product, where the computer software product is stored in a storage medium and includes one or more instructions to enable a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method of the embodiments of the present disclosure. And the aforementioned storage medium may be a non-transitory storage medium comprising: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes, and may also be a transient storage medium.

The embodiment of the disclosure also provides equipment comprising the device for providing the life advice, which is provided by any one of the embodiments. The device can realize monitoring of the hair loss condition of the user through the device for providing the life suggestion, and provide the life suggestion information, so that the user can recover the physical health state through actively improving the life condition.

In some embodiments, the device comprises a home mobile device or a server. Domestic mobile device or server can carry out image acquisition and analysis to the hair that drops, obtains the hair quality, provides life suggestion information when the hair quality is unusual, makes the user in time improve the living condition, promotes health. Optionally, the life advice information is sent to the intelligent terminal. The intelligent terminal can be a smart phone, a smart television or a smart watch. In this way, the user is facilitated to view the life advice information. Optionally, the domestic movable apparatus is a sweeper. Utilize the machine of sweeping the floor to carry out the monitoring that the hair drops, convenient and practical more extends the function of machine of sweeping the floor, satisfies user diversified demand.

The above description and drawings sufficiently illustrate embodiments of the disclosure to enable those skilled in the art to practice them. Other embodiments may incorporate structural, logical, electrical, process, and other changes. The examples merely typify possible variations. Individual components and functions are optional unless explicitly required, and the sequence of operations may vary. Portions and features of some embodiments may be included in or substituted for those of others. Furthermore, the words used in the specification are words of description only and are not intended to limit the claims. As used in the description of the embodiments and the claims, the singular forms "a", "an" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. Similarly, the term "and/or" as used in this application is meant to encompass any and all possible combinations of one or more of the associated listed. Furthermore, the terms "comprises" and/or "comprising," when used in this application, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof. Without further limitation, an element defined by the phrase "comprising an …" does not exclude the presence of other like elements in a process, method or apparatus that comprises the element. In this document, each embodiment may be described with emphasis on differences from other embodiments, and the same and similar parts between the respective embodiments may be referred to each other. For methods, products, etc. of the embodiment disclosures, reference may be made to the description of the method section for relevance if it corresponds to the method section of the embodiment disclosure.

Those of skill in the art would appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software may depend upon the particular application and design constraints imposed on the solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the disclosed embodiments. It can be clearly understood by the skilled person that, for convenience and brevity of description, the specific working processes of the system, the apparatus and the unit described above may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.

In the embodiments disclosed herein, the disclosed methods, products (including but not limited to devices, apparatuses, etc.) may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units may be merely a logical division, and in actual implementation, there may be another division, for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form. The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to implement the present embodiment. In addition, functional units in the embodiments of the present disclosure may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.

The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). In some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. In the description corresponding to the flowcharts and block diagrams in the figures, operations or steps corresponding to different blocks may also occur in different orders than disclosed in the description, and sometimes there is no specific order between the different operations or steps. For example, two sequential operations or steps may in fact be executed substantially concurrently, or they may sometimes be executed in the reverse order, depending upon the functionality involved. Each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, can be implemented by special purpose hardware-based systems that perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

Claims

1. A method for providing a life advice, comprising:

receiving an image, the image comprising a hair feature;

determining hair quality in the image;

and when the hair quality is beyond the set range, sending life suggestion information.

2. The method of claim 1, wherein prior to receiving the image, further comprising:

the frequency of image acquisition is adjusted.

3. The method of claim 2, wherein the adjusting the frequency of image acquisition comprises:

determining the area where the image acquisition equipment is located;

4. The method of claim 3, wherein the first area has a greater amount of historical hair loss than the second area, and wherein the first frequency is higher than the second frequency.

5. The method of any of claims 1 to 4, wherein the determining the hair quality in the image comprises:

obtaining the shape of hair;

the quality of the hair is determined according to the shape of the hair.

6. The method of claim 5, wherein determining the quality of the hair based on the morphology of the hair comprises:

7. A method for providing a life advice, comprising:

acquiring an image in a moving area in the moving process, and analyzing and determining hair characteristics in the image;

when the hair characteristics meet the preset conditions, sending the image to a specific device so that the specific device forms life suggestions.

8. The method of claim 7, wherein the preset condition is that the hair characteristics match family member information.

9. An apparatus for providing life advice comprising a processor and a memory having stored thereon program instructions, characterized in that the processor is configured to carry out the method for providing life advice of any one of claims 1 to 8 when executing the program instructions.

10. An apparatus, characterized in that it comprises a device for providing life advice as claimed in claim 9.