CN113674829A - Recommendation method and device for makeup formula - Google Patents
Recommendation method and device for makeup formula Download PDFInfo
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- CN113674829A CN113674829A CN202110788075.0A CN202110788075A CN113674829A CN 113674829 A CN113674829 A CN 113674829A CN 202110788075 A CN202110788075 A CN 202110788075A CN 113674829 A CN113674829 A CN 113674829A
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- 238000000034 method Methods 0.000 title claims abstract description 29
- 239000002537 cosmetic Substances 0.000 claims abstract description 84
- 230000007958 sleep Effects 0.000 claims abstract description 22
- 230000001815 facial effect Effects 0.000 claims abstract description 14
- 238000012423 maintenance Methods 0.000 claims abstract description 8
- 238000009472 formulation Methods 0.000 claims description 18
- 239000000203 mixture Substances 0.000 claims description 18
- 230000037384 skin absorption Effects 0.000 claims description 12
- 231100000274 skin absorption Toxicity 0.000 claims description 12
- 206010020751 Hypersensitivity Diseases 0.000 claims description 7
- 208000026935 allergic disease Diseases 0.000 claims description 7
- 230000007815 allergy Effects 0.000 claims description 7
- 230000002618 waking effect Effects 0.000 claims description 5
- 238000004590 computer program Methods 0.000 claims description 2
- 208000017520 skin disease Diseases 0.000 abstract description 6
- 235000013305 food Nutrition 0.000 description 13
- 241000282414 Homo sapiens Species 0.000 description 7
- XUMBMVFBXHLACL-UHFFFAOYSA-N Melanin Chemical compound O=C1C(=O)C(C2=CNC3=C(C(C(=O)C4=C32)=O)C)=C2C4=CNC2=C1C XUMBMVFBXHLACL-UHFFFAOYSA-N 0.000 description 6
- 206010000496 acne Diseases 0.000 description 5
- 238000010521 absorption reaction Methods 0.000 description 3
- 230000003247 decreasing effect Effects 0.000 description 3
- 210000000056 organ Anatomy 0.000 description 3
- 208000002874 Acne Vulgaris Diseases 0.000 description 2
- LFQSCWFLJHTTHZ-UHFFFAOYSA-N Ethanol Chemical compound CCO LFQSCWFLJHTTHZ-UHFFFAOYSA-N 0.000 description 2
- 239000013566 allergen Substances 0.000 description 2
- 230000003796 beauty Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 230000007774 longterm Effects 0.000 description 2
- NOQGZXFMHARMLW-UHFFFAOYSA-N Daminozide Chemical group CN(C)NC(=O)CCC(O)=O NOQGZXFMHARMLW-UHFFFAOYSA-N 0.000 description 1
- 206010014970 Ephelides Diseases 0.000 description 1
- 208000003351 Melanosis Diseases 0.000 description 1
- 239000008406 cosmetic ingredient Substances 0.000 description 1
- 230000007423 decrease Effects 0.000 description 1
- 230000018044 dehydration Effects 0.000 description 1
- 238000006297 dehydration reaction Methods 0.000 description 1
- 210000005069 ears Anatomy 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 235000015097 nutrients Nutrition 0.000 description 1
- 230000036578 sleeping time Effects 0.000 description 1
- 235000021259 spicy food Nutrition 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
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- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
The invention discloses a recommendation method and a device of a makeup formula, wherein the method is applied to a user terminal and comprises the following steps: acquiring daily work and rest information of a user, wherein the daily work and rest information comprises catering information and sleep information; acquiring a face image of a user based on the life work and rest information; determining a skin state of a user from the facial image; and generating and displaying a corresponding makeup formula based on the skin state so that a user can adopt the makeup matching to carry out skin care and maintenance. The invention can collect the daily work and rest information of the user, determine the cosmetics required by the user based on the daily work and rest information of the user and generate the corresponding cosmetic formula, not only enables the used products to be matched with the actual situation of the user, is convenient for the user to clean and maintain the skin, enables the user to present the optimal state, but also can reduce the burden of the skin of the user due to the unsuitable cosmetics and reduce the risk of causing skin diseases.
Description
Technical Field
The invention relates to the technical field of beauty and make-up, in particular to a recommendation method and device for a make-up formula.
Background
The pursuit of beauty is the nature of human beings all the time and abroad. The cosmetics or skin care products can clean, maintain, beautify and modify the appearance of a human body or modify the smell of the human body so as to keep the user in a good state.
Due to the fact that various cosmetics or skin care products are in a large number at present, users can only select and use the cosmetics or skin care products according to personal use preferences or use feedback transmitted by the ears and the mouth when selecting and using different products.
However, the above method has the problems that the skin of the human body belongs to one of the exposed organs of the human body, so that the living habits of people can influence the state of the skin to a certain extent, for example, people eat too much greasy food, and the oil on the surface of the skin is more; after long-term staying up, the skin surface has more melanin or stripes. Different people have completely different living habits or use preferences, and products selected according to the use feedback or the use preferences of other people are often inconsistent with the actual state or the actual situation of the skin of the user. Not only is the product used not to clean and maintain the skin of the user, but also the skin burden of the user can be increased or skin diseases can be caused, and the risk of the user is increased.
Disclosure of Invention
The invention provides a recommendation method and a recommendation device for a cosmetic formula, which can provide a suitable product for user customization according to living habits or living information of users so as to improve the maintenance effect and reduce the risk of skin diseases.
A first aspect of an embodiment of the present invention provides a method for recommending a cosmetic formula, the method being applied to a user terminal, the method including:
acquiring daily work and rest information of a user, wherein the daily work and rest information comprises catering information and sleep information;
acquiring a face image of a user based on the life work and rest information;
determining a skin state of a user from the facial image;
and generating and displaying a corresponding makeup formula based on the skin state so that a user can adopt the makeup matching to carry out skin care and maintenance.
In a possible implementation manner of the first aspect, the acquiring a facial image of a user based on the daily work and rest information includes:
when the daily work and rest information is catering information, respectively acquiring a first image of a user before sleeping and a second image when the user wakes up the next day;
and respectively cutting out the corresponding face images from the first image and the second image according to a preset first cutting-out region, wherein the preset first cutting-out region comprises a cheek region, a nose region, a lower jaw region and a chin region.
In one possible implementation manner of the first aspect, the determining a skin state of the user according to the facial image includes:
identifying a first brightness value of the skin of the user from the face image corresponding to the first image and identifying a second brightness value of the skin of the user from the face image corresponding to the second image;
calculating a light difference between the second light value and the first light value;
when the brightness difference value is larger than a first preset difference value, determining that the skin state of the user is an oily state, wherein the first preset difference value is a numerical value larger than 0;
when the brightness difference value is larger than 0 and smaller than a second preset difference value, determining that the skin state of the user is a normal state, wherein the second preset difference value is smaller than the first preset difference value;
when the brightness difference value is less than 0, determining that the skin state of the user is a dry state.
In a possible implementation manner of the first aspect, the acquiring a facial image of a user based on the daily work and rest information includes:
when the daily work and rest information is sleep information, connecting a plurality of days to respectively acquire a third image of the user during waking up;
and respectively intercepting the corresponding face image from each third image according to a preset second intercepting region, wherein the preset second intercepting region comprises an eye region, a nose region and a nose wing region.
In one possible implementation manner of the first aspect, the determining a skin state of the user according to the facial image includes:
respectively acquiring the number of spots of the face image corresponding to each third image;
determining the variation trend of the number of the spots according to the time sequence of obtaining the third image;
when the change trend is increasing, determining that the skin state of the user is an overnight state;
and when the variation trend is reduced or unchanged, determining that the skin state of the user is a normal state.
In one possible implementation manner of the first aspect, the generating and displaying a corresponding cosmetic formula based on the skin state includes:
acquiring body information of a user, wherein the body information comprises age information and allergy information;
searching a plurality of cosmetic products and the skin absorption sequence of each cosmetic product according to the body information and the skin state;
arranging the plurality of cosmetic products in the skin absorption order to generate and display a cosmetic formulation.
A second aspect of an embodiment of the present invention provides a device for recommending a makeup formula, the device being applied to a user terminal, the device including:
the system comprises an acquisition module, a storage module and a processing module, wherein the acquisition module is used for acquiring the daily work and rest information of a user, and the daily work and rest information comprises catering information and sleep information;
the acquisition module is used for acquiring a face image of the user based on the daily work and rest information;
a determining module for determining a skin state of a user from the facial image;
and the generating module is used for generating and displaying a corresponding makeup formula based on the skin state so as to provide a user with skin care and maintenance by adopting the makeup matching.
In a possible implementation manner of the second aspect, the acquisition module is further configured to:
when the daily work and rest information is catering information, respectively acquiring a first image of a user before sleeping and a second image when the user wakes up the next day;
and respectively cutting out the corresponding face images from the first image and the second image according to a preset first cutting-out region, wherein the preset first cutting-out region comprises a cheek region, a nose region, a lower jaw region and a chin region.
In a possible implementation manner of the second aspect, the determining module is further configured to:
identifying a first brightness value of the skin of the user from the face image corresponding to the first image and identifying a second brightness value of the skin of the user from the face image corresponding to the second image;
calculating a light difference between the second light value and the first light value;
when the brightness difference value is larger than a first preset difference value, determining that the skin state of the user is an oily state, wherein the first preset difference value is a numerical value larger than 0;
when the brightness difference value is larger than 0 and smaller than a second preset difference value, determining that the skin state of the user is a normal state, wherein the second preset difference value is smaller than the first preset difference value;
when the brightness difference value is less than 0, determining that the skin state of the user is a dry state.
In a possible implementation manner of the second aspect, the acquisition module is further configured to:
when the daily work and rest information is sleep information, connecting a plurality of days to respectively acquire a third image of the user during waking up;
and respectively intercepting the corresponding face image from each third image according to a preset second intercepting region, wherein the preset second intercepting region comprises an eye region, a nose region and a nose wing region.
In a possible implementation manner of the second aspect, the determining module is further configured to:
respectively acquiring the number of spots of the face image corresponding to each third image;
determining the variation trend of the number of the spots according to the time sequence of obtaining the third image;
when the change trend is increasing, determining that the skin state of the user is an overnight state;
and when the variation trend is reduced or unchanged, determining that the skin state of the user is a normal state.
In a possible implementation manner of the second aspect, the generating module is further configured to:
acquiring body information of a user, wherein the body information comprises age information and allergy information;
searching a plurality of cosmetic products and the skin absorption sequence of each cosmetic product according to the body information and the skin state;
arranging the plurality of cosmetic products in the skin absorption order to generate and display a cosmetic formulation.
Compared with the prior art, the recommendation method and device for the cosmetic formula provided by the embodiment of the invention have the beneficial effects that: the invention can collect the daily work and rest information of the user, determine the cosmetics required by the user based on the daily work and rest information of the user and generate the corresponding cosmetic formula, not only enables the used products to be matched with the actual situation of the user, is convenient for the user to clean and maintain the skin, enables the user to present the optimal state, but also can reduce the burden of the skin of the user due to the unsuitable cosmetics and reduce the risk of causing skin diseases.
Drawings
FIG. 1 is a schematic flow chart illustrating a method for recommending a cosmetic formula according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of a device for recommending a cosmetic formula according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The current cosmetic selection mode has the following technical problems: because the skin of a human body belongs to one of exposed organs of the human body, the living habits of people can influence the state of the skin to a certain extent, for example, people eat too much greasy food, and the oil on the surface of the skin is more; after long-term staying up, the skin surface has more melanin or stripes. Different people have completely different living habits or use preferences, and products selected according to the use feedback or the use preferences of other people are often inconsistent with the actual state or the actual situation of the skin of the user. Not only is the product used not to clean and maintain the skin of the user, but also the skin burden of the user can be increased or skin diseases can be caused, and the risk of the user is increased.
In order to solve the above problems, a method for recommending a cosmetic formulation provided in the examples of the present application will be described and explained in detail by the following specific examples.
Referring to fig. 1, a flow chart of a method for recommending a cosmetic formula according to an embodiment of the present invention is shown. The method is applied to the user terminal, and the user terminal can record various living habits and personal information of the user, so that the skin care products and the cosmetics which are matched with each other can be selected according to the personal living habits and the personal information of the user, and not only can the actual using requirements of the user be met, but also the personal physique of the user can be better met.
As an example, the method for recommending a cosmetic formula may include:
s11, obtaining the daily work and rest information of the user, wherein the daily work and rest information comprises catering information and sleep information.
The food and drink information can be food and drink information of a user, and the user can take out the food and drink through a user terminal point due to the fact that the take-out is prevalent at present, so that the user terminal can record food and drink information of the user through the take-out of the user point, the user terminal also has a positioning function, a restaurant where the user goes can also be determined through positioning, different restaurants have corresponding food and drink information, and the food and drink information of the user can be determined through restaurant type records.
The user terminal can obtain the sleep information of the user by recording the terminal use time of the user, and the sleep information can be work and rest information of the user, such as the work and rest time.
By recording the catering information and the work and rest information of the user, the living habits and the personal favorite habits of the user can be determined.
And S12, acquiring a face image of the user based on the life work and rest information.
After the life work and rest information of the user is obtained, the face image of the user can be shot through the user terminal, and therefore the influence and the caused change of the life work and rest of the user on the skin of the user can be analyzed according to the face image.
In one embodiment, the daily work and rest information includes dining information, wherein, as an example, the step S12 may include the following sub-steps:
and a substep S121, when the daily work and rest information is catering information, respectively acquiring a first image of the user before sleeping and a second image of the user when the user wakes up in the next day.
Since the user, after eating food, is digested and absorbed by the user before the user sleeps and provides nutrients to various organs of the user's body during the user's sleep.
Therefore, the skin before and after sleep can reflect the body state of the user after eating to a certain extent, and different body states can be presented on the skin to a certain extent.
Specifically, the first image may be an image captured when the user starts the screen locking key to lock the screen at night, and since the user may lock the screen many times, in order to acquire the first image, the capturing function may be repeatedly performed after reaching the preset time node, and the last image is used as the first image. For example, after 11 o' clock, the image of the user at night when the screen locking key is started is acquired for a plurality of times, and the last image is taken as the first image.
The second image may be a second image when the user wakes up the next day, and specifically may be an image captured when the user uses the user terminal again after going asleep for a certain time, for example, an image captured after the user uses the user terminal at 7 o 'clock and 30 o' clock and unlocks the user terminal.
Substep S122 truncates the corresponding face images from the first image and the second image according to a preset first truncation region, wherein the preset first truncation region includes a cheek region, a nose region, a chin region, and a chin region.
Specifically, the cheek region, the nose region, the chin region, and the chin region in the first image may be cut, and the cheek region, the nose region, the chin region, and the chin region in the second image may also be cut.
When eating unhealthy food, the cheek, nose, jaw, and chin regions respond relatively distinctly. For example, when people eat greasy food, the fat in the cheek area is much secreted, and the light reflection degree of the cheek area is large; for another example, when a spicy food is eaten, the nose area, the chin area, and the chin area are reddened, have many blackheads and burrs, and are prone to acne.
Therefore, the skin can react differently after eating different foods, and the skin condition of the user can be determined more intuitively and clearly by intercepting the face image of a specific area.
In one embodiment, the daily rest information includes sleep information, wherein, as an example, the step S12 may include the following sub-steps:
and S123, when the life work and rest information is sleep information, connecting a plurality of days to respectively collect a third image of the user during waking up.
When the daily work and rest information is sleep information, for example, the sleeping time of the user, the third image of the user when the user wakes up can be collected respectively after connecting several days.
The third image is an image acquired when the user wakes up the next day and uses the user terminal.
Because the work and rest of the user can not be immediately reflected on the skin of the user on the next day, a plurality of third images can be continuously acquired for a plurality of days, and the skin state of the user can be determined by adopting a plurality of third images.
And a substep S124 of respectively intercepting the corresponding face image from each of the third images according to a preset second intercepted area, wherein the preset second intercepted area includes an eye area, a nose area and a wing nose area.
In practice, the quality of sleep generally reflects in the eye, nose and wing regions of the user. For example, if the user sleeps late, the pouch is darker and puffy; for example, if the user falls asleep at night, the nose and the nasal ala tend to have more blackheads.
And S13, determining the skin state of the user according to the face image.
Since different living habits of the user may affect the state of the skin, the state of the skin may be determined from the face image.
In one embodiment, when the daily rest information is dining information, the skin state may include an oily state, a normal state and a dry state, wherein, as an example, the step S13 may include the following sub-steps:
substep S131, identifying a first brightness value of the skin of the user from the face image corresponding to the first image, and identifying a second brightness value of the skin of the user from the face image corresponding to the second image.
Specifically, the first brightness values of the skin of the user may be respectively identified from the cheek region, the nose region, the chin region, and the chin region of the first image, and the four first brightness values may be added and averaged to obtain the first brightness value corresponding to the first image.
Similarly, the second brightness values of the skin of the user can be respectively identified from the cheek region, the nose region, the jaw region and the chin region of the second image, and the four second brightness values are added and averaged to obtain the second brightness value corresponding to the second image.
And a substep S132 of calculating a light difference value between the second light value and the first light value.
The difference between the two light values is calculated to obtain a light difference value, so that the change in the skin light value of the user can be determined based on the light difference value.
After the brightness difference value is obtained, whether the brightness difference value is larger than a preset difference value or not can be judged. The preset difference is a judgment value preset by a user. The value of which can be adjusted according to the actual needs of the user.
And a substep S133, determining that the skin state of the user is an oily state when the brightness difference value is greater than a first preset difference value, wherein the first preset difference value is a numerical value greater than 0.
When the brightness difference is larger than the preset difference, the oily change of the skin of the user is determined to be large, and the current skin state of the user can be determined to be an oily state.
In practical operation, the first predetermined difference is a value greater than 0. Since the skin condition of the user may be affected by the sleeping environment of the user, which may result in oil on the skin of the user, the first predetermined difference is set to a value greater than 0 in order to cover the situation where the user is affected by the sleeping environment.
And a substep S134, determining that the skin state of the user is a normal state when the brightness difference value is greater than 0 and less than a second preset difference value, wherein the second preset difference value is greater than 0 and less than the first preset difference value.
If the user brightness difference value is larger than 0 and smaller than the second preset difference value, the fact that the oil of the skin of the user slightly changes but the change is not much is determined, and the skin state of the user can be determined to be a normal state.
And a substep S135 of determining the skin state of the user as a dry state when the brightness difference value is less than 0.
When the light difference value is less than 0, it is determined that the skin of the user is less greasy than the skin of the previous day, and the user may eat a strong-tasting food and drink insufficient water, resulting in dehydration of the skin, and it may be determined that the skin state of the user is a dry state.
By determining the skin condition of the user, the user can be provided with the cosmetics which are matched with the skin condition in a targeted manner, so that the user can be presented with the best condition.
In one embodiment, when the daily work and rest information is sleep information, the skin state may include an overnight state and a normal state, wherein, as an example, the step S13 may include the following sub-steps:
and a substep S136 of respectively acquiring the number of spots of the face image corresponding to each third image.
After staying up overnight, melanin of the skin accumulates, causing the beginning of long spots, dark spots and pox on the user's face, and the number of spots on the user's face can be collected to determine the skin condition of the user.
In particular, spots tend to accumulate in the eye region, nose region, and alar region. The number of spots can be obtained by counting the spots in the eye region, the nose region, and the wing of nose region. The spots may include freckles, black spots, blackheads, acne, whelks, and the like.
And a substep S137 of determining a variation trend of the number of spots in the time sequence of acquiring the third image.
Since there are a plurality of third images, the number of spots of each third image can be acquired, the number of spots of adjacent third images can be compared according to the acquired time sequence, and the variation trend can be determined based on the comparison result.
For example, there are 5 third images, the number of the spots is 10, 12, 13, 15, and 16, and the number of the spots is gradually increased, so that the trend of the spots is determined to be increased. For another example, there are 5 third images, the number of the corresponding spots is 10, 11, 9, 10, 9, and the variation trend of the spots can be determined to be constant within a certain interval. For another example, there are 5 third images, the number of the corresponding spots is 10, 9, 7, 5, and 3, and the number of the spots is decreasing, so that the trend of the spots can be determined to be decreasing.
And a substep S138, determining the skin state of the user to be in an overnight state when the change trend is increasing.
When the variation trend is increasing, the skin spots of the user can be determined to be gradually increased, and the skin state of the user can be determined to be in an overnight state
And a substep S139, when the variation trend is reduced or unchanged, determining that the skin state of the user is a normal state.
When the variation trend is decreasing or constant, it can be determined that the skin spot belongs to the original spot of the user or the skin spot of the user gradually decreases, and it can be determined that the skin state of the user is a normal state.
And S14, generating and displaying a corresponding cosmetic formula based on the skin state so as to provide the user with the skin care and maintenance by adopting the cosmetic matching.
In determining the skin condition of the user, different cosmetic formulations may be provided to the user according to the different conditions, so that the cosmetic formulations may be adapted to the actual condition of the user.
In order to further match the absorption capacity of the cosmetic to the actual needs and actual conditions of the user, which may vary from user to user, step S14 may include the following sub-steps, as an example:
substep S141, obtaining body information of the user, the body information including age information and allergy information.
Specifically, the body information may be added to the user terminal by the user in advance for reference use by the user terminal. Wherein the age information may be an age of the user, and the allergy information may be a list of allergens of the user to the cosmetic ingredients.
Substep S142, finding a number of cosmetic products according to the body information and the skin condition, and a skin absorption order of each of the cosmetic products.
Different body information and skin condition may correspond to different cosmetics.
In this embodiment, a plurality of cosmetic products that can cover or repair or optimize the skin condition can be searched for by the skin condition, and then the cosmetic products that meet the skin condition are removed from the plurality of cosmetic products according to the body information, and the rest cosmetic products meet the user's requirements.
For example, when the user is 25 years old, the allergen is alcohol, and the skin state is an oily state, a plurality of cosmetic products for removing skin oil can be searched according to the oily state, and the cosmetic products containing alcohol are removed from the plurality of cosmetic products for removing skin oil, so that the oil-removed cosmetic product meeting the user requirements is obtained.
Substep S143, generating and displaying a cosmetic formula by arranging the plurality of cosmetic products in the skin absorption order.
In actual operation, different cosmetic products are different in absorption and use sequence, the absorption sequence of each cosmetic product can be obtained firstly, then the cosmetic products are arranged according to the sequence from slow to fast, and finally the corresponding cosmetic formula is generated.
After the cosmetic formula is generated, the cosmetic formula may be displayed in the user terminal for reference use by the user to recommend the user to use the corresponding cosmetic product.
In this embodiment, the present invention provides a recommendation method for a cosmetic formula, which has the following beneficial effects: the invention can collect the daily work and rest information of the user, determine the cosmetics required by the user based on the daily work and rest information of the user and generate the corresponding cosmetic formula, not only enables the used products to be matched with the actual situation of the user, is convenient for the user to clean and maintain the skin, enables the user to present the optimal state, but also can reduce the burden of the skin of the user due to the unsuitable cosmetics and reduce the risk of causing skin diseases.
An embodiment of the present invention further provides a recommendation device for a cosmetic formula, and referring to fig. 2, a schematic structural diagram of the recommendation device for a cosmetic formula according to an embodiment of the present invention is shown.
Wherein, as an example, the device is applied to a user terminal, and the device for recommending a makeup formula may include:
the acquisition module 201 is configured to acquire daily work and rest information of a user, where the daily work and rest information includes catering information and sleep information;
the acquisition module 202 is used for acquiring a face image of the user based on the daily work and rest information;
a determining module 203 for determining a skin state of the user according to the facial image;
a generating module 204, configured to generate and display a corresponding makeup formula based on the skin state, so that a user can perform skin care and maintenance by using the makeup matching.
Further, the acquisition module is further configured to:
when the daily work and rest information is catering information, respectively acquiring a first image of a user before sleeping and a second image when the user wakes up the next day;
and respectively cutting out the corresponding face images from the first image and the second image according to a preset first cutting-out region, wherein the preset first cutting-out region comprises a cheek region, a nose region, a lower jaw region and a chin region.
Further, the determining module is further configured to:
identifying a first brightness value of the skin of the user from the face image corresponding to the first image and identifying a second brightness value of the skin of the user from the face image corresponding to the second image;
calculating a light difference between the second light value and the first light value;
when the brightness difference value is larger than a first preset difference value, determining that the skin state of the user is an oily state, wherein the first preset difference value is a numerical value larger than 0;
when the brightness difference value is larger than 0 and smaller than a second preset difference value, determining that the skin state of the user is a normal state, wherein the second preset difference value is smaller than the first preset difference value;
when the brightness difference value is less than 0, determining that the skin state of the user is a dry state.
Further, the acquisition module is further configured to:
when the daily work and rest information is sleep information, connecting a plurality of days to respectively acquire a third image of the user during waking up;
and respectively intercepting the corresponding face image from each third image according to a preset second intercepting region, wherein the preset second intercepting region comprises an eye region, a nose region and a nose wing region.
Further, the determining module is further configured to:
respectively acquiring the number of spots of the face image corresponding to each third image;
determining the variation trend of the number of the spots according to the time sequence of obtaining the third image;
when the change trend is increasing, determining that the skin state of the user is an overnight state;
and when the variation trend is reduced or unchanged, determining that the skin state of the user is a normal state.
Further, the generating module is further configured to:
acquiring body information of a user, wherein the body information comprises age information and allergy information;
searching a plurality of cosmetic products and the skin absorption sequence of each cosmetic product according to the body information and the skin state;
arranging the plurality of cosmetic products in the skin absorption order to generate and display a cosmetic formulation.
Further, an embodiment of the present application further provides an electronic device, including: a memory, a processor and a computer program stored on the memory and executable on the processor, the processor when executing the program implementing the method of recommending a cosmetic formulation as described in the above embodiments.
Further, the present application also provides a computer-readable storage medium storing computer-executable instructions for causing a computer to execute the recommendation method of a cosmetic formula according to the above embodiment.
While the foregoing is directed to the preferred embodiment of the present invention, it will be understood by those skilled in the art that various changes and modifications may be made without departing from the spirit and scope of the invention.
Claims (10)
1. A method for recommending a cosmetic formula, the method being applied to a user terminal, the method comprising:
acquiring daily work and rest information of a user, wherein the daily work and rest information comprises catering information and sleep information;
acquiring a face image of a user based on the life work and rest information;
determining a skin state of a user from the facial image;
and generating and displaying a corresponding makeup formula based on the skin state so that a user can adopt the makeup matching to carry out skin care and maintenance.
2. The method for recommending a cosmetic formulation according to claim 1, wherein said acquiring facial images of a user based on said lifestyle information comprises:
when the daily work and rest information is catering information, respectively acquiring a first image of a user before sleeping and a second image when the user wakes up the next day;
and respectively cutting out the corresponding face images from the first image and the second image according to a preset first cutting-out region, wherein the preset first cutting-out region comprises a cheek region, a nose region, a lower jaw region and a chin region.
3. The method for recommending a cosmetic formulation according to claim 2, wherein said determining the skin condition of the user from said facial image comprises:
identifying a first brightness value of the skin of the user from the face image corresponding to the first image and identifying a second brightness value of the skin of the user from the face image corresponding to the second image;
calculating a light difference between the second light value and the first light value;
when the brightness difference value is larger than a first preset difference value, determining that the skin state of the user is an oily state, wherein the first preset difference value is a numerical value larger than 0;
when the brightness difference value is larger than 0 and smaller than a second preset difference value, determining that the skin state of the user is a normal state, wherein the second preset difference value is smaller than the first preset difference value;
when the brightness difference value is less than 0, determining that the skin state of the user is a dry state.
4. The method for recommending a cosmetic formulation according to claim 1, wherein said acquiring facial images of a user based on said lifestyle information comprises:
when the daily work and rest information is sleep information, connecting a plurality of days to respectively acquire a third image of the user during waking up;
and respectively intercepting the corresponding face image from each third image according to a preset second intercepting region, wherein the preset second intercepting region comprises an eye region, a nose region and a nose wing region.
5. The method for recommending a cosmetic formulation according to claim 4, wherein said determining the skin condition of the user from said facial image comprises:
respectively acquiring the number of spots of the face image corresponding to each third image;
determining the variation trend of the number of the spots according to the time sequence of obtaining the third image;
when the change trend is increasing, determining that the skin state of the user is an overnight state;
and when the variation trend is reduced or unchanged, determining that the skin state of the user is a normal state.
6. The method for recommending a cosmetic formulation according to claim 1, wherein said generating and displaying a corresponding cosmetic formulation based on said skin condition comprises:
acquiring body information of a user, wherein the body information comprises age information and allergy information;
searching a plurality of cosmetic products and the skin absorption sequence of each cosmetic product according to the body information and the skin state;
arranging the plurality of cosmetic products in the skin absorption order to generate and display a cosmetic formulation.
7. A recommendation device for a makeup formula, wherein the device is applied to a user terminal, and the device comprises:
the system comprises an acquisition module, a storage module and a processing module, wherein the acquisition module is used for acquiring the daily work and rest information of a user, and the daily work and rest information comprises catering information and sleep information;
the acquisition module is used for acquiring a face image of the user based on the daily work and rest information;
a determining module for determining a skin state of a user from the facial image;
and the generating module is used for generating and displaying a corresponding makeup formula based on the skin state so as to provide a user with skin care and maintenance by adopting the makeup matching.
8. The cosmetic formulation recommender according to claim 7, wherein the generating module is further configured to:
acquiring body information of a user, wherein the body information comprises age information and allergy information;
searching a plurality of cosmetic products and the skin absorption sequence of each cosmetic product according to the body information and the skin state;
arranging the plurality of cosmetic products in the skin absorption order to generate and display a cosmetic formulation.
9. An electronic device, comprising: memory, processor and computer program stored on the memory and executable on the processor, characterized in that the processor, when executing the program, carries out the method of recommendation of cosmetic formulation according to any of claims 1 to 6.
10. A computer-readable storage medium storing computer-executable instructions for causing a computer to perform a method of recommending a cosmetic formulation according to any one of claims 1-6.
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