A hair dryer adjustment method, system, storage medium, and terminal based on hair quality.
By combining pressure sensing and image recognition technology with fingerprint recognition, the hairdryer automatically adjusts its blowing parameters, solving the problem of hair damage caused by manual adjustment and achieving more efficient hair care and convenient operation.
Patent Information
- Application Number
- CN202411296997.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-18
- Publication Date
- 2025-10-28
- Estimated Expiration
- 2044-09-18
AI Technical Summary
Users relying on their own experience to manually adjust the blower speed and temperature can easily damage their hair and is inconvenient to operate.
By using pressure sensing, image recognition, and fingerprint recognition technologies, the system obtains the user's hair quality and personal information, matches suitable blow-drying parameters, and automatically adjusts the blow-drying speed and temperature of the hair dryer.
It reduces damage to hair, improves the ease of use and functionality of the hair dryer, and extends the lifespan of the hair dryer.
Smart Images

Figure CN119205683B_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of intelligent control, and in particular to a hair dryer adjustment method, system, storage medium, and terminal based on hair quality. Background Technology
[0002] A hair dryer is a household appliance used to dry hair. It generates hot air through a heating element, which, together with a fan, accelerates the evaporation of moisture from the hair, thus drying the hair quickly.
[0003] In existing technologies, when using a hair dryer, users usually rely on their own experience to judge their hair condition and then manually adjust the hair dryer's speed and temperature.
[0004] Regarding the aforementioned technologies, relying on one's own experience to manually adjust the blower's speed and temperature is not convenient enough and can easily lead to incorrect adjustments, which can damage the hair. Therefore, improvements are needed. Summary of the Invention
[0005] To reduce hair damage caused by hair dryers, this invention provides a hair dryer adjustment method based on hair type.
[0006] In a first aspect, the present invention provides a hair-conditioning method based on hair quality, employing the following technical solution:
[0007] A hair-type-based blow-drying adjustment method, comprising:
[0008] Obtain the location and pressure value of the pressure sensor on the handle of the hair dryer;
[0009] The pressure sensing pattern is generated based on the pressure sensing value and the pressure sensing location.
[0010] The consistency between the pressure sensing pattern and the preset reference sensing pattern determines whether to continue detecting or acquiring the blower's airflow force value.
[0011] The consistency between the blowing wind force value and the preset pause wind force value determines whether to continue detection or acquire real-time detection images;
[0012] Based on the inclusion relationship between the real-time detected image and the preset hair features, determine whether to acquire hair image information or provide prompts;
[0013] Hair texture information is identified from a pre-defined hair feature database based on hair image information;
[0014] The fingerprint information or prompts are determined based on the consistency between the hair quality information and the preset baseline hair information.
[0015] User information is determined based on fingerprint information;
[0016] Based on user information and baseline hair information, the blow-drying parameters are matched from a preset blow-drying database;
[0017] The hair dryer is controlled to blow air based on the blowing parameters.
[0018] By employing the above technical solution, the user can determine the hand position of the hair dryer by understanding the pressure sensing pattern. When the hair dryer is held, the user can further determine whether it is being blown by monitoring the airflow. While the hair dryer is in use, real-time image detection identifies the object being blown on. If the object is hair, the user's hair quality is further analyzed, and fingerprint information is used to identify the user. This allows the hair dryer to be tailored to different users, providing a more personalized experience and reducing hair damage.
[0019] Optional methods for obtaining baseline hair information and user information include:
[0020] Obtain images of collected hair within a pre-defined collection chamber;
[0021] Hair images are selected by comparing them with hair features;
[0022] A preset rangefinder, controlled by a hair image, measures hair features to obtain measurement coordinates.
[0023] The determination of whether to continue detecting or matching individual hairs is based on the deviation between the measured coordinates and the preset coordinate variation range;
[0024] The hair tip is determined based on a single hair and pre-defined follicle characteristics;
[0025] The hair tip image is obtained by magnifying the hair image at the hair end;
[0026] The side magnified image of the hair tip is determined based on the presence of the hair tip image and the preset bifurcation feature, or the reference hair information is determined based on the bifurcation feature.
[0027] The baseline hair information is determined based on the presence of a magnified side image of the hair tip and the bifurcation feature, or based on the hair tip image or the bifurcation feature.
[0028] Initial fingerprint information of new users is obtained based on baseline hair information;
[0029] User information is generated by binding baseline hair information to initial fingerprint information.
[0030] By employing the above technical solution, hair images are selected based on the collected hair images. A rangefinder is then used to measure hair features to obtain coordinates and select individual hair strands. The hair tip is determined by identifying each individual hair strand, and the image of the hair tip is magnified to obtain the hair tip image, thereby determining the splitting condition. When a splitting occurs, the splitting feature is recorded as the baseline hair information; when no splitting occurs, the hair tip image is recorded as the baseline hair information. User information is obtained by binding the initial fingerprint information of new users with the baseline hair information, thereby improving the ease of use of the hair dryer.
[0031] Optional methods for collecting hair from the collection chamber include:
[0032] Obtain detection image information of the preset detection area;
[0033] Hair features are selected from a pre-defined hair feature library based on the detected image information;
[0034] The prompt is determined based on the consistency between hair features and head features, or the hair location is determined and announced based on the detected image information;
[0035] Get the real-time location of the hair dryer;
[0036] The determination of whether to acquire humidity detection information for hair features or continue detection is based on the overlap between the real-time location and the hair location.
[0037] The system determines whether to use a pre-set suction device to draw in or dry hair based on the difference between the humidity detection information and the preset baseline humidity information.
[0038] After drying, the suction device is controlled to extract the characteristics of the hair.
[0039] By employing the above technical solution, hair features are selected from the hair feature database based on the detected image information, and the characteristics of these features are then analyzed. When the hair feature is identified as hair, the current location of the hair is marked and announced using the detected image information. By monitoring the real-time position of the hair dryer, it is determined whether the hair dryer is positioned near the hair. When the hair dryer is positioned near the hair, the humidity detection information of the hair features is obtained. Based on the humidity detection information, it is determined whether the hair needs to be dried. If so, the hair is dried before absorption; otherwise, it is absorbed directly, thus improving the functionality of the hair dryer.
[0040] Optionally, the detection method for the suction device to extract hair features includes:
[0041] After extraction, obtain the extracted image information of the hair location;
[0042] The determination of whether to increase the suction power of the suction device or continue detection is based on the inclusion between the acquired image information and hair features.
[0043] The hair features are extracted based on the increased suction power, and the extracted image information is acquired and updated again.
[0044] Determine whether the extracted image information still contains hair features;
[0045] If not included, the cleanup is complete;
[0046] If included, when the real-time position of the hair dryer coincides with the position of the hair, the pushing point and pushing direction are determined according to the position of the hair;
[0047] Based on the pushing point and pushing direction, the preset pushing device pushes the hair feature and controls the suction device to suck up the hair feature and collect it into the collection chamber.
[0048] By adopting the above technical solution, after absorbing the hair features, the absorption image information is acquired again to determine the absorption status of the hair. If it is not absorbed, the suction device is controlled to increase the suction force to absorb the hair, and the absorption image information is acquired again. If the hair is still not absorbed, the pushing device is controlled to push the hair features and the suction device is controlled to suck up the hair and collect it into the collection chamber when the real-time position of the hair dryer coincides with the position of the hair, thereby improving the performance of the hair dryer.
[0049] Optional methods for correcting the blowing parameters include:
[0050] The consistency between the blowing force value and the paused wind force value determines whether to continue detecting or acquire real-time images of the hair;
[0051] The hair state is identified from a preset hair state database based on real-time hair images;
[0052] The consistency between the hair condition and the preset dripping condition determines whether to obtain hair tip image information or provide prompts.
[0053] Identify the hair tip state from the hair state database based on the hair tip image information;
[0054] The update parameters are determined based on the consistency between the hair tip condition and the preset fitting features, or the hair reflectivity information is obtained based on the fitting features.
[0055] The updated parameters are used to correct the blowing parameters, and the hair dryer is controlled to blow air based on the corrected blowing parameters.
[0056] The oily hair drying parameters or the drying temperature are determined based on the consistency between the hair reflective information and the preset oily reflective characteristics.
[0057] The hair dryer is controlled to blow air based on the parameters of the oil-based hair dryer;
[0058] Based on the drying temperature control, the hair dryer dries the hair ends to a point where they do not conform to the desired shape;
[0059] After drying, the blower is controlled to blow air according to the corrected blowing parameters.
[0060] By adopting the above technical solution, when the hair dryer starts working, the hair's condition is known through real-time images. The condition of the hair is then determined by the amount of water dripping, and a prompt is issued when it is dripping. When it is not dripping, the condition of the hair ends is known through images, and the degree of adhesion of the hair ends determines whether the hair is stuck together. If it is not stuck, the hair dryer parameters are updated directly and the hair is dried; if it is stuck, the hair's reflective information is acquired, and the cause of the adhesion is determined by the hair's oiliness. If the hair is stuck due to oil, the hair dryer parameters for oily hair are applied; if the hair is stuck due to water, the hair is first dried until it is no longer stuck, and then the hair is dried according to the adjusted parameters, thereby improving the functionality of the hair dryer.
[0061] Optional methods for detecting the condition of hair ends include:
[0062] Based on the inconsistency between the blow-drying wind force value and the paused wind force value, determine whether the hair reflective information is consistent with the oily reflective characteristics;
[0063] If they match, then control the hair dryer to blow air according to the parameters for oily hair dryers;
[0064] If there is a discrepancy, the hair dryer will be controlled according to the hair quality information and the preset damaged hair quality to blow-dry or match the corresponding repair oil based on the blow-drying parameters.
[0065] Determine hair location based on hair image information;
[0066] The release power and air intake power of the repair oil are determined based on the hair location.
[0067] The degree of atomization of the repairing essential oil is determined based on the release power;
[0068] The degree of agitation of the repair essential oil is determined based on the air intake power.
[0069] By adopting the above technical solution, when the hair dryer is in use and the hair's reflective information matches the oily reflective characteristics, the hair dryer is directly controlled according to the oily hair dryer parameters. When they do not match, the hair damage is determined by the hair texture information. When the hair is damaged, a corresponding repair oil is matched according to the hair damage. Then, the hair area is determined by the hair image information, and the corresponding release power and air intake power are matched based on each area. The atomization and mixing degree of the repair oil are determined by the release power and air intake power, thereby improving the effect of the repair oil and thus improving the functionality of the hair dryer.
[0070] Optional methods for controlling the hair dryer after blowing air include:
[0071] Obtain the internal humidity value of the preset collection channel inside the hair dryer;
[0072] The temperature is determined based on whether the internal humidity value exceeds the preset baseline internal humidity value, and whether to continue testing or match the heating temperature.
[0073] The collection channel is heated according to the heating temperature, and air is drawn in with a preset cleaning force.
[0074] After suction, obtain the planar features of the inner wall of the collection channel;
[0075] The direction of airflow is determined based on the consistency between the planar features and the preset reference inner wall features;
[0076] Based on the blowing direction control, the preset blowing device on the inner wall of the collection channel blows air with a preset blowing force and updates the planar features of the inner wall of the collection channel.
[0077] The consistency between the updated planar features and the preset reference inner wall features determines whether to continue detection or issue a prompt.
[0078] By employing the above technical solution, the internal humidity level can be monitored to determine if the collection channel is damp. If dampness is present, an appropriate heating temperature is applied to dry the collection channel. After drying, suction is used to absorb any adhering substances to the inner wall. Following suction, the flatness of the planar features is assessed to determine if any adhering substances remain on the inner wall. If adhering substances are present, a blower on the inner wall is activated to blow air and refresh the planar features. The flatness of the refreshed planar features is then assessed to determine if any adhering substances remain on the inner wall. If adhering substances are still present, a report is generated, thereby improving the lifespan of the blower.
[0079] Secondly, this application provides a hair dryer adjustment system based on hair quality, employing the following technical solution:
[0080] A hair-type-based hair dryer adjustment system, comprising:
[0081] The acquisition module is used to acquire pressure sensor location, pressure sensor value, blower wind force value, real-time detection image, hair image information, fingerprint information, collect hair image, side magnified image, initial fingerprint information, detection image information, real-time location, humidity detection information, image information, real-time hair image, hair tip image information, hair reflection information, internal humidity value, planar features, and blower direction;
[0082] A memory for storing the program of the hair-type-based blow-drying adjustment method;
[0083] The processor and the program in the memory can be loaded and executed by the processor to implement the hair quality-based blow-drying adjustment method.
[0084] By employing the above technical solution, hair images are selected based on the collected hair images. A rangefinder is then used to measure hair features to obtain coordinates and select individual hair strands. The hair tip is determined by identifying each individual hair strand, and the image of the hair tip is magnified to obtain the hair tip image, thereby determining the splitting condition. When a splitting occurs, the splitting feature is recorded as the baseline hair information; when no splitting occurs, the hair tip image is recorded as the baseline hair information. User information is obtained by binding the initial fingerprint information of new users with the baseline hair information, thereby improving the ease of use of the hair dryer.
[0085] Thirdly, this application provides a computer storage medium capable of storing corresponding programs, which facilitates the implementation of the hair quality-based hair drying adjustment method, and adopts the following technical solution:
[0086] A computer-readable storage medium storing a computer program that can be loaded by a processor and executed as described in any of the preceding claims, a hair texture-based blow-drying adjustment method.
[0087] By employing the above technical solution, hair images are selected based on the collected hair images. A rangefinder is then used to measure hair features to obtain coordinates and select individual hair strands. The hair tip is determined by identifying each individual hair strand, and the image of the hair tip is magnified to obtain the hair tip image, thereby determining the splitting condition. When a splitting occurs, the splitting feature is recorded as the baseline hair information; when no splitting occurs, the hair tip image is recorded as the baseline hair information. User information is obtained by binding the initial fingerprint information of new users with the baseline hair information, thereby improving the ease of use of the hair dryer.
[0088] Fourthly, this application provides a smart terminal, which adopts the following technical solution:
[0089] A smart terminal includes a memory and a processor, wherein the memory stores a computer program that can be loaded by the processor and executed as described in any one of the hair quality-based blow-drying adjustment methods.
[0090] By employing the above technical solution, hair images are selected based on the collected hair images. A rangefinder is then used to measure hair features to obtain coordinates and select individual hair strands. The hair tip is determined by identifying each individual hair strand, and the image of the hair tip is magnified to obtain the hair tip image, thereby determining the splitting condition. When a splitting occurs, the splitting feature is recorded as the baseline hair information; when no splitting occurs, the hair tip image is recorded as the baseline hair information. User information is obtained by binding the initial fingerprint information of new users with the baseline hair information, thereby improving the ease of use of the hair dryer.
[0091] In summary, this application includes at least one of the following beneficial technical effects:
[0092] 1. By matching the blow-drying parameters to different users, the damage to hair from the hair dryer can be reduced, thereby improving the practicality of the hair dryer;
[0093] 2. By detecting and recording the hair in the collection chamber, and then binding the initial fingerprint information of new users with the baseline hair information to obtain user information, the ease of use of the hair dryer is improved;
[0094] 3. By inspecting the inner wall of the collection channel to determine its usage condition, a solution can be matched based on the usage condition, thereby improving the service life of the hair dryer. Attached Figure Description
[0095] Figure 1 This is a flowchart of a hair-conditioning adjustment method based on hair quality in an embodiment of the present invention;
[0096] Figure 2 This is a flowchart illustrating the method for obtaining baseline hair information and user information in an embodiment of the present invention.
[0097] Figure 3 This is a flowchart of the method for collecting hair in the collection chamber in an embodiment of the present invention;
[0098] Figure 4 This is a flowchart of a detection method for the suction device to extract hair features in an embodiment of the present invention;
[0099] Figure 5 This is a flowchart of the method for correcting blowing parameters in an embodiment of the present invention;
[0100] Figure 6 This is a flowchart of the method for detecting the state of hair tips in an embodiment of the present invention;
[0101] Figure 7 This is a flowchart of the method for controlling the hair dryer after blowing air, as described in an embodiment of the present invention. Detailed Implementation
[0102] The following is in conjunction with the appendix Figures 1-7 The invention will be further described in detail with reference to the embodiments.
[0103] This application discloses a blow dryer adjustment method based on hair quality.
[0104] A hair dryer adjustment method based on hair type reduces hair damage during blow-drying by matching the appropriate parameters to different users. For first-time users, the method detects their hair and obtains their fingerprints, linking them to the user's information. If wet hair is detected, it is dried before collection. If hair cannot be collected, the airflow and a pushing device are increased to collect it. Different methods are used for oily or damaged hair. If unevenness is detected in the collection channel after hair collection, it is repaired through heating, suction, and blow-drying.
[0105] Reference Figure 1 A hair-based hair conditioning method includes the following steps:
[0106] Step 100: Obtain the pressure sensor location and pressure value on the hair dryer handle.
[0107] The pressure sensing value refers to the pressure experienced at a location where pressure exists; this value is obtained through a pressure sensor on the handle. The pressure sensing location refers to the position on the hair dryer handle where pressure exists; the pressure receiving points on the pressure sensor are numbered, and the number corresponding to a pressure sensing value greater than zero is defined as the pressure sensing location.
[0108] Step 101: Generate a pressure sensing pattern based on the pressure sensing value and pressure sensing location.
[0109] Pressure sensing characteristics refer to the range of pressure that the handle can withstand and the combination of the pressure it can withstand.
[0110] A pressure sensing pattern is generated by connecting the numbers of the pressure sensing values greater than zero at the pressure receiving points.
[0111] Step 102: Determine whether to continue detecting or acquiring the blower's airflow force value based on the consistency between the pressure sensing pattern and the preset reference sensing pattern.
[0112] The reference sensing pattern refers to the pattern sensed when the handle is held; the reference sensing pattern is preset by those skilled in the art, and there are various types of reference sensing patterns, which will not be elaborated here. Whether the hair dryer is being held is determined by judging whether the pressure sensing pattern matches the reference sensing pattern.
[0113] If the pressure sensing pattern is inconsistent with the reference sensing pattern, it means that the hair dryer is not being held. Continue to detect the pressure sensing pattern.
[0114] When the pressure sensing pattern matches the reference sensing pattern, it means that the hair dryer is being held and the airflow force value needs to be obtained; the airflow force value refers to the airflow force of the hair dryer; the airflow force value is obtained through the air pressure sensor inside the hair dryer.
[0115] Step 103: Determine whether to continue detection or acquire real-time detection images based on the consistency between the blowing wind force value and the preset pause wind force value.
[0116] The paused wind force value refers to the wind force parameter when the blowing wind force value is zero; the presence or absence of a blower is determined by comparing the blowing wind force value with the paused wind force value.
[0117] If the airflow value is the same as the paused airflow value, it means that the hair dryer is not blowing air. You can continue to check the airflow value.
[0118] If the blowing force value is inconsistent with the paused blowing force value, it means that the hair dryer is blowing air and a real-time detection image needs to be obtained. The real-time detection image refers to the image information outside the air outlet when the hair dryer is blowing air. The real-time detection image is obtained by taking pictures with a camera.
[0119] Step 104: Determine whether to acquire hair image information or provide prompts based on the inclusion relationship between the real-time detected image and the preset hair features.
[0120] Hair features refer to the characteristics of hair; the decision to proceed to the next step is made by determining whether the real-time detected image contains hair features.
[0121] If the real-time detected image does not contain hair features, it means that the next step cannot be performed, and a prompt needs to be given.
[0122] If the real-time detected image contains hair features, it means that the next step can be carried out, which requires obtaining hair image information; hair image information refers to the image information of hair being blown by a hair dryer; hair image information is obtained by taking pictures with a camera.
[0123] Step 105: Identify hair texture information from a preset hair feature database based on hair image information.
[0124] Hair quality information refers to the quality of hair, including dryness, split ends, and dullness. Hair quality information can be identified from a hair feature database through hair image information. The hair feature database is obtained based on deep learning of neural networks and includes hair quality information. The hair feature database is a human-defined database and will not be elaborated on here.
[0125] Step 106: Determine whether to obtain fingerprint information or provide a prompt based on the consistency between the hair quality information and the preset baseline hair information.
[0126] The baseline hair information refers to the hair texture information recorded in the hairdryer beforehand; the decision to proceed to the next step is made by judging whether the hair texture information matches the baseline hair information.
[0127] If the hair quality information is inconsistent with the baseline hair information, it means that the user corresponding to that hair quality information has not been preset and cannot proceed to the next step, and a prompt needs to be given.
[0128] If the hair quality information matches the baseline hair information, then the next step can be carried out, which requires obtaining fingerprint information; fingerprint information refers to the current user's fingerprint; fingerprint information is obtained through a fingerprint scanner.
[0129] Step 107: Determine user information based on fingerprint information.
[0130] User information is pre-recorded in a preset user database, which includes the user's baseline hair and fingerprint information. The user database contains the correspondence between fingerprint information and user information; user information can be retrieved from the user database using fingerprint information. The user database is a manually set database, which will not be elaborated on here.
[0131] Step 108: Match the blow-drying parameters from the preset blow-drying database based on user information and baseline hair information.
[0132] The blow-drying parameters refer to the airflow speed and temperature of the hair dryer. The blow-drying parameters are obtained by matching user information and baseline hair information from the blow-drying database. The blow-drying database contains user information, baseline hair information, and the correspondence between the blow-drying parameters. The blow-drying database is a manually set database, which will not be elaborated here.
[0133] Step 109: Control the hair dryer to blow air based on the blowing parameters.
[0134] The hair is dried by controlling the hair dryer to match the drying parameters.
[0135] Reference Figure 2 The methods for obtaining baseline hair information and user information include the following steps:
[0136] Step 200: Obtain the collected hair image in the preset collection chamber.
[0137] A collection chamber is a box-shaped container used to collect hair in a unified manner; collecting hair images refers to collecting image information inside the collection chamber; collecting hair images is achieved by taking pictures with a camera.
[0138] Step 201: Select the hair image based on the comparison between the collected hair image and hair features.
[0139] A hair image is an image of the hair after removing the background image from a collection of hair images; hair images can be selected from the collection of hair images by comparing hair features.
[0140] Step 202: Based on the hair image, control the preset rangefinder to measure hair features to obtain measurement coordinates.
[0141] A rangefinder is an instrument used to measure the flatness of hair in a hair image; measurement coordinates refer to the coordinates of each position on the hair; measurement coordinates are obtained by measuring and recording all hair features on the hair image using a rangefinder.
[0142] Step 203: Determine whether to continue detecting or matching individual hairs based on the deviation between the measured coordinates and the preset coordinate variation range.
[0143] The coordinate change range refers to the range of coordinates that the measured coordinates can change when the measured coordinates change. By judging whether the measured coordinates exceed the coordinate change range, it is determined whether the hair being measured is a single and continuous hair.
[0144] If the measured coordinates exceed the coordinate variation range, it means that the hair being measured is not a single and continuous hair, and other hairs need to be tested.
[0145] If the measured coordinates do not exceed the coordinate variation range, it means that the hair being measured is a single and continuous hair. The current hair is then marked to obtain a single hair. A single hair refers to a hair that is continuous from the root to the tip.
[0146] Step 204: Determine the hair tip based on the individual hair and the preset hair follicle characteristics.
[0147] Follicle features refer to the small particles attached to the hair root; hair tip refers to the end of the hair; compare the two ends of a single hair to see if follicle features are present, the end without follicle features is the hair tip.
[0148] Step 205: Enlarge the hair image based on the hair tip to obtain the hair tip image.
[0149] A hair tip image is a top-down view of the hair tip; it can be obtained by magnifying the image of the hair at the end of the hair.
[0150] Step 206: Determine whether to obtain a magnified side image of the hair tip based on the existence of the hair tip image and the preset bifurcation feature, or determine the reference hair information based on the bifurcation feature.
[0151] Forking features refer to the splitting phenomenon at the tip of a single hair; the presence of forking features in the hair tip image determines whether a magnified side view of the hair tip is needed. The magnified side view is the left-side view of the hair tip.
[0152] If a splitting feature is present in the hair tip image, it indicates that the current hair has a splitting phenomenon, and the baseline hair information is recorded directly based on the splitting feature.
[0153] If there is no forking feature in the hair tip image, and considering that the top view image is not complete, it is necessary to obtain a magnified side view image of the hair tip.
[0154] Step 207: Determine the reference hair information based on the presence of the side magnified image of the hair tip and the bifurcation feature, or determine the reference hair information based on the hair tip image or the bifurcation feature.
[0155] The presence of split ends in the hair is determined by examining the magnified side view image for signs of splitting.
[0156] If there are no bifurcation features in the magnified side view image, it means that there is no bifurcation phenomenon in the current hair, and the baseline hair information can be recorded directly based on the hair tip image.
[0157] If a forked feature is present in the magnified side view image, it indicates that the current hair has a forked phenomenon, and the baseline hair information needs to be recorded based on the forked feature.
[0158] Step 208: Obtain the initial fingerprint information of the new user based on the baseline hair information.
[0159] Initial fingerprint information refers to the fingerprint information of a user using the hair dryer for the first time; this initial fingerprint information is obtained through a fingerprint scanner. Once the baseline hair information is determined, the corresponding initial fingerprint information is collected.
[0160] Step 209: Bind the baseline hair information to generate user information based on the initial fingerprint information.
[0161] User information is generated by binding initial fingerprint information to baseline hair information and then recorded in the user database.
[0162] Reference Figure 3 The method for collecting hair from the collection chamber includes the following steps:
[0163] Step 300: Obtain the detection image information of the preset detection area.
[0164] The detection area refers to the region where hair features are present; the detection image information refers to the image containing all information within the detection area; the detection image information is acquired by taking pictures with a camera.
[0165] Step 301: Select hair features from the preset hair feature library based on the detected image information.
[0166] Hair features refer to the hair present in the detection area; hair features are obtained by selecting from the hair feature library through the detection image information; the hair feature library is obtained based on deep learning of the neural network model, and it includes hair features. The hair feature library is a database set by humans, which will not be elaborated here.
[0167] Step 302: Determine whether to provide a prompt based on the consistency between hair features and head features, or determine the hair location and announce it based on the detected image information.
[0168] Whether the current hair is hair is determined by judging whether the characteristics of the hair match those of the head.
[0169] If the hair characteristics do not match those of hair, it means that the current hair is not hair, no need to absorb it, just give a prompt.
[0170] If the hair features match the head features, it means the current hair is head, and the hair location needs to be marked and announced. The hair location refers to the position of the hair feature within the detection area; the hair location can be obtained by marking the hair features in the detection image information.
[0171] Step 303: Obtain the real-time location of the hair dryer.
[0172] Real-time location refers to the current location of the hair dryer; real-time location is obtained by reading the GPS chip installed in the hair dryer.
[0173] Step 304: Determine whether to obtain humidity detection information for hair features or continue detection based on the overlap between the real-time location and the hair location.
[0174] The system determines whether the hair dryer is detecting hair by judging whether the real-time position falls within the hair's location.
[0175] If the real-time position does not fall within the hair location, continue detecting until the real-time position falls within the hair location.
[0176] If the real-time location falls on the hair location, the hair dryer is controlled to detect the humidity of the hair features and obtain humidity detection information; humidity detection information refers to the moisture content on the hair; humidity detection information is obtained through a humidity sensor.
[0177] Step 305: Determine whether to control the preset suction device to suck up or dry the hair based on the difference between the humidity detection information and the preset reference humidity information.
[0178] The baseline humidity information refers to the maximum amount of moisture that can be present on hair; the baseline humidity information is manually set and will not be elaborated on here.
[0179] Whether drying is needed is determined by judging whether the humidity detection information exceeds the baseline humidity information.
[0180] If the humidity detection information does not exceed the baseline humidity information, it means that the hair does not need to be dried and the suction device can be directly controlled to absorb the hair. The suction device refers to the fan used to absorb the scattered hair.
[0181] If the humidity detection information exceeds the baseline humidity information, it means that the hair needs to be dried, and the hair dryer will be controlled to dry the hair.
[0182] Step 306: Based on the drying process, control the suction device to extract the hair characteristics.
[0183] After drying the hair, the suction device is then used to extract the hair based on its characteristics.
[0184] Reference Figure 4 The detection method for extracting hair features using a suction device includes the following steps:
[0185] Step 400: After extraction, obtain the extracted image information of the hair location.
[0186] Image information acquisition refers to the image information of the hair location after the suction device captures the hair features; image information acquisition is obtained by taking pictures with a camera.
[0187] Step 401: Determine whether to increase the suction power of the suction device or continue detection based on the inclusion between the acquired image information and hair features.
[0188] Whether hair features have been completely extracted is determined by judging whether the extracted image information contains hair features.
[0189] If the image information does not contain hair features, it means that the current hair location has been completely extracted, and the detection of other hair locations will continue.
[0190] If the image information contains hair features, it means that the current hair location has not been completely extracted, and the suction power of the suction device needs to be increased to extract the hair features. Suction power refers to the suction force of the suction device when extracting hair features.
[0191] Step 402: Extract hair features based on the increased suction power, and then acquire and update the extracted image information again.
[0192] The suction device is controlled to increase the suction force to extract hair features, and the suction image information of the current hair position is acquired again and updated.
[0193] Step 403: Determine whether the updated image information still contains hair features.
[0194] The method determines whether hair features have been completely extracted by checking whether the updated image information still contains hair features.
[0195] Step 4031: If the updated image information does not contain hair features, the cleaning is complete.
[0196] If the updated image information does not contain hair features, it means that the current hair location has been completely extracted, and the cleaning is complete.
[0197] Step 4032: If the updated image information still contains hair features, when the real-time position of the hair dryer coincides with the position of the hair, determine the pushing point and pushing direction based on the position of the hair.
[0198] If the updated image information still contains hair features, it means that the current hair location has not been completely extracted. The push point and push direction need to be determined when the real-time position of the hair dryer coincides with the hair location. The push point refers to the point of force applied to push the hair feature. The push direction refers to the direction in which the hair feature is pushed. The push point and push direction are obtained by comparing the hair location with a preset push database. The push database contains the correspondence between the hair location, push point, and push direction. The push database is a manually set database and will not be elaborated here.
[0199] Step 40321: Based on the pushing point and pushing direction, control the preset pushing device to push the hair feature and control the suction device to suck up the hair feature and collect it into the collection chamber.
[0200] The pushing device refers to a robotic arm used to push hair; the pushing device is controlled by the pushing point and pushing direction to push the hair so that the suction device can pick it up. After pushing, the suction device is controlled to pick up the hair and collect it into the collection chamber.
[0201] Reference Figure 5 The method for correcting the blowing parameters includes the following steps:
[0202] Step 500: Determine whether to continue detecting or acquire real-time images of the hair based on the consistency between the blow-drying wind force value and the paused wind force value.
[0203] The presence of a hair dryer can be determined by checking whether the actual airflow value matches the temporary airflow value.
[0204] If the airflow value is the same as the paused airflow value, it means that the hair dryer is not blowing air. You can continue to check the airflow value.
[0205] If the airflow value during the blow-drying process is inconsistent with the airflow value during the pause, it means that the blow-dryer is blowing air and a real-time image of the hair needs to be obtained. A real-time hair image refers to the image information of the hair surface when the blow-dryer is blowing the hair. Real-time hair images are obtained by taking pictures with a camera.
[0206] Step 501: Identify the hair state from a preset hair state database based on the real-time hair image.
[0207] Hair condition refers to the appearance of the hair surface; hair condition is identified from a hair condition database through real-time hair images; the hair condition database is obtained through deep learning based on a neural network model and includes hair conditions; the hair condition database is a manually set database, which will not be elaborated here.
[0208] Step 502: Determine whether to obtain the hair tip image information or provide a prompt based on the consistency between the hair condition and the preset dripping condition.
[0209] The dripping state refers to the state when water droplets appear on the hair; by judging whether the hair state is consistent with the dripping state, it can be determined whether water droplets have appeared on the hair.
[0210] If the hair condition matches the dripping water condition, it means that there are definitely water droplets on the hair, and a prompt should be made.
[0211] If the hair condition does not match the dripping condition, it means that there are no water droplets on the hair, and the next step can be carried out. The hair tip image information refers to the image information of the hair tip and the surrounding area.
[0212] Step 503: Identify the hair tip state from the hair state database based on the hair tip image information.
[0213] Hair tip condition refers to the dry state of the ends of multiple hairs; the hair tip condition is identified from the hair condition database through hair tip image information, which contains hair tip conditions.
[0214] Step 504: Determine update parameters based on the consistency between the hair end condition and the preset fitting features, or obtain hair reflectivity information based on the fitting features.
[0215] The adhesion characteristic refers to the feature of hair ends sticking together due to moisture; whether the hair ends are sticking together is determined by judging whether the state of the hair ends is consistent with the adhesion characteristic.
[0216] If the hair end condition does not match the adhesion feature, it means the hair ends are not adhered together. Updated parameters can be obtained based on the current dryness of the hair. Updated parameters refer to the new airflow speed and temperature of the hair dryer. The updated parameters can be matched with the hair dryer database based on the current hair end condition; the hair dryer database contains the correspondence between hair end conditions and updated parameters.
[0217] If the hair tip condition matches the adhesion feature, it means the hair tips are adhered together; the reason for adhesion is determined by acquiring hair reflection information; hair reflection information refers to the information of hair reflecting back to the direction of the light source because it is illuminated; hair reflection information is obtained by recognizing the reflected image information, which is acquired by a camera.
[0218] Step 505: Based on the updated parameters, correct the blowing parameters and control the hair dryer to blow air using the corrected blowing parameters.
[0219] When the hair ends are not aligned, the blow-drying parameters are corrected by updating the parameters, and then the blow-drying function is controlled to blow-dry the hair after the correction.
[0220] Step 506: Determine the oily hair drying parameters or match the drying temperature based on the consistency between the hair reflective information and the preset oily reflective characteristics.
[0221] Oily shine refers to the glossy characteristics reflected when hair is illuminated due to its oily surface. The cause of hair shine can be determined by comparing the hair's reflective information with the oily shine characteristics.
[0222] If the hair reflective information is inconsistent with the oily reflective characteristics, it means that the hair ends are stuck together due to water. The drying temperature can be directly matched from the preset drying temperature library. The drying temperature refers to the temperature used to dry the stuck hair ends until they are no longer stuck together. The drying database contains the correspondence between the humidity when the hair ends are stuck together due to water and the drying temperature. The drying temperature library is a manually set database and will not be described in detail here.
[0223] If the hair reflective information matches the oily reflective characteristics, it means that the hair ends are adhered due to oil. The oily hair parameters are directly matched from the hair dryer database based on the hair with oil. The hair dryer database contains the correspondence between hair with oil and the oily hair dryer parameters.
[0224] Step 507: Control the hair dryer to blow air based on the oily hair dryer parameters.
[0225] Directly control the hair dryer to blow-dry oily hair using the matched oily hair drying parameters.
[0226] Step 508: Based on the drying temperature control, the hair dryer dries the hair ends until they are inconsistent with the bonding characteristics.
[0227] Control the hair dryer to the set drying temperature to dry the ends of your hair until they are no longer sticky.
[0228] Step 509: After drying, control the hair dryer to blow air according to the corrected blowing parameters.
[0229] When the hair ends are not stuck together, the hair dryer is controlled to blow-dry the hair using the corrected blow-drying parameters.
[0230] Reference Figure 6 The method for detecting the condition of hair ends includes the following steps:
[0231] Step 600: When the blow-drying wind power value and the paused wind power value are inconsistent, determine whether the hair reflective information is consistent with the oily reflective characteristics.
[0232] When the airflow value of the hairdryer is inconsistent with the airflow value when it is paused, it means that the hairdryer is blowing air. The appropriate time to use the repair oil is determined by judging whether the hair's reflective information is consistent with the oily reflective characteristics.
[0233] Step 601: If the hair reflective information is consistent with the oily reflective characteristics, then control the hair dryer to blow-dry according to the oily hair dryer parameters.
[0234] If the hair's reflective information matches the characteristics of oily hair, it means that the hair cannot be treated with repair oil. In this case, directly control the hair dryer to use the matching oily hair dryer parameters to dry the oily hair.
[0235] Step 602: If the hair reflective information is inconsistent with the oily reflective characteristics, then based on the consistency between the hair quality information and the preset damaged hair quality, control the hair dryer to blow-dry or match the corresponding repair essential oil according to the blow-drying parameters.
[0236] Damaged hair refers to hair that exhibits abnormal characteristics such as split ends or dryness. If the hair's reflective information is inconsistent with the characteristics of oily hair, it can be determined whether the hair needs to be treated with repair oil by judging whether the hair's texture information is consistent with that of damaged hair.
[0237] If the hair quality information does not match the damaged hair quality, there is no need to use repair oil. You can directly control the hair dryer according to the hair dryer parameters.
[0238] If the hair quality information matches the damaged hair quality, it means that the hair is damaged and needs to be repaired with essential oil. The repair essential oil can be matched with the damaged hair quality from the preset repair database. The repair database contains the correspondence between damaged hair quality and repair essential oil. The repair database is a manually set database, which will not be elaborated here.
[0239] Step 6021: Determine the hair location based on the hair image information.
[0240] Hair parts refer to the hair root, hair shaft, and hair tip; hair parts can be identified and marked through hair image information.
[0241] Step 6022: Determine the release power and air intake power of the repair oil based on the hair location.
[0242] Release power refers to the speed at which the repair oil is sprayed onto the hair; air intake power refers to the speed at which air enters the repair oil. The release power and air intake power for different hair sections are compared using a preset power comparison database. This database contains the correspondence between hair sections, release power, and air intake power. The power comparison database is a manually configured database and will not be elaborated upon here.
[0243] Step 6023: Determine the degree of atomization of the repair essential oil based on the release power.
[0244] The degree of atomization refers to the dispersion of the repair essential oil sprayed on the hair; the degree of atomization is obtained by comparing the release power with a preset atomization database; the atomization database contains the correspondence between release power and atomization degree; the atomization database is a manually set database, which will not be elaborated here.
[0245] Step 6024: Determine the degree of agitation of the repair essential oil based on the air intake power.
[0246] The degree of mixing refers to the degree of blending achieved by the repair essential oils; the degree of mixing is obtained by comparing the air intake power with a preset mixing database; the mixing database contains the correspondence between air intake power and the degree of mixing; the mixing database is a manually set database, which will not be elaborated here.
[0247] The steps to control the hair dryer after use include:
[0248] Step 700: Obtain the internal humidity value of the preset collection channel inside the hair dryer.
[0249] The collection channel refers to the channel used to draw hair from the suction device into the collection chamber; the internal humidity value refers to the humidity level of the collection channel inside the hair dryer; the internal humidity value is obtained through a humidity sensor.
[0250] Step 701: Determine whether to continue testing or match the heating temperature based on whether the internal humidity value exceeds the preset benchmark internal humidity value.
[0251] The baseline internal humidity value refers to the maximum humidity value that can exist within the collection channel; the baseline internal humidity value is set by those skilled in the art and will not be elaborated here.
[0252] Whether heating and dehumidification are needed in the collection channel is determined by judging whether the internal humidity value exceeds the benchmark internal humidity value.
[0253] If the internal humidity value does not exceed the baseline internal humidity value, it means that there is no need for heating and dehumidification in the collection channel, and the testing can continue.
[0254] If the internal humidity value does not exceed the baseline internal humidity value, it means that heating and dehumidification are required in the collection channel. The heating temperature can be matched from the drying temperature library based on the internal humidity value. The drying temperature library contains the correspondence between the internal humidity value and the heating temperature.
[0255] Step 702: Heat the collection channel according to the heating temperature and perform suction with a preset cleaning force.
[0256] The collection channel is heated by a pre-set heater controlled by a matched heating temperature. Considering that hair adheres to the inner wall of the collection channel due to moisture, the suction device is controlled to operate at a preset cleaning force after heating to clean the channel. The cleaning force refers to the suction power applied by the suction device when the collection channel is heated. This cleaning force is a manually set value and will not be elaborated upon here.
[0257] Step 703: After suction, obtain the planar features of the inner wall of the collection channel.
[0258] Planar features refer to the flatness of the inner wall of the collection channel; planar features are obtained by measuring with a rangefinder.
[0259] Step 704: Determine whether to continue detection or obtain the blowing direction based on the consistency between the planar features and the preset reference inner wall features.
[0260] The reference inner wall features refer to the features of the inner wall of the collection channel when it is flat. The presence of foreign objects on the inner wall of the collection channel is determined by judging whether the planar features are consistent with the reference inner wall features.
[0261] If the planar features are consistent with the features of the reference inner wall, it means that there are no foreign objects on the inner wall of the collection channel, and the detection can continue.
[0262] If the planar features are inconsistent with the reference inner wall features, it means that there are foreign objects on the inner wall of the collection channel, and the blowing direction needs to be obtained. The blowing direction refers to the direction when blowing away foreign objects on the inner wall of the collection channel. The blowing direction is obtained by the position of the collection chamber to avoid blowing foreign objects to the outside.
[0263] Step 705: Based on the blowing direction, control the preset blowing device on the inner wall of the collection channel to blow air at a preset blowing force, and update the planar features of the inner wall of the collection channel.
[0264] The blowing device refers to the blower fan used to blow away foreign objects; the blowing force refers to the wind force blown by the blowing device when blowing away foreign objects; the blowing force is a value set by the user and will not be elaborated here; the blowing device is controlled to blow at a preset blowing force according to the blowing direction; and after blowing, the planar features of the inner wall of the collection channel are acquired and updated again.
[0265] Step 706: Determine whether to continue detection or issue a prompt based on the consistency between the updated planar features and the preset reference inner wall features.
[0266] Whether the inner wall of the collection channel is clean is determined by judging whether the updated planar features are consistent with the reference inner wall features.
[0267] If the planar features are consistent with the features of the reference inner wall, it means that the inner wall of the collection channel is clean and the inspection can continue.
[0268] If the planar features are inconsistent with the reference inner wall features, it means that the inner wall of the collection channel cannot be cleaned by the blowing device, and a report should be submitted.
[0269] Based on the same inventive concept, embodiments of the present invention provide a hair dryer adjustment system based on hair quality, comprising the following steps:
[0270] The acquisition module is used to acquire pressure sensing location, pressure sensing value, blower wind force value, real-time detection image, hair image information, fingerprint information, collected hair image, side magnified image, initial fingerprint information, detection image information, real-time location, humidity detection information, acquired image information, real-time hair image, hair tip image information, hair reflection information, internal humidity value, planar features, and blower direction.
[0271] A memory for storing a program of any one of the hair quality-based blow-drying adjustment methods described in the invention.
[0272] The processor and the program in the memory can be loaded and executed by the processor to implement any of the hair quality-based blow-drying adjustment methods described above.
[0273] This invention provides a computer-readable storage medium storing a computer program that can be loaded by a processor and executed as described in any of the above embodiments of a hair quality-based blow-drying adjustment method.
[0274] Computer storage media include, for example, USB flash drives, portable hard drives, read-only memory (ROM), random access memory (RAM), magnetic disks, optical disks, and other media that can store program code.
[0275] Based on the same inventive concept, embodiments of the present invention provide a smart terminal, including a memory and a processor, wherein the memory stores a computer program that can be loaded by the processor and executed as described in any one of the hair quality-based blow-drying adjustment methods.
[0276] The above description is merely a preferred embodiment of the present invention. The scope of protection of the present invention is not limited to the above embodiment. All technical solutions based on the concept of the present invention are within the scope of protection of the present invention. It should be noted that for those skilled in the art, various improvements and modifications that do not depart from the principles of the present invention should also be considered within the scope of protection of the present invention.
Claims
1. A hair-drying adjustment method based on hair quality, characterized in that, include: Obtain the location and pressure value of the pressure sensor on the handle of the hair dryer; The pressure sensing pattern is generated based on the pressure sensing value and the pressure sensing location. The consistency between the pressure sensing pattern and the preset reference sensing pattern determines whether to continue detecting or acquiring the blower's airflow force value. The consistency between the blowing wind force value and the preset pause wind force value determines whether to continue detection or acquire real-time detection images; Based on the inclusion relationship between the real-time detected image and the preset hair features, determine whether to acquire hair image information or provide prompts; Hair texture information is identified from a pre-defined hair feature database based on hair image information; The fingerprint information or prompts are determined based on the consistency between the hair quality information and the preset baseline hair information. User information is determined based on fingerprint information; Based on user information and baseline hair information, the blow-drying parameters are matched from a preset blow-drying database; The hair dryer is controlled to blow air based on the blowing parameters; Methods for obtaining baseline hair information and user information include: Obtain images of collected hair within a pre-defined collection chamber; Hair images are selected by comparing them with hair features; A preset rangefinder, controlled by a hair image, measures hair features to obtain measurement coordinates. The determination of whether to continue detecting or matching individual hairs is based on the deviation between the measured coordinates and the preset coordinate variation range; The hair tip is determined based on a single hair and pre-defined follicle characteristics; The hair tip image is obtained by magnifying the hair image at the hair end; The side magnified image of the hair tip is determined based on the presence of the hair tip image and the preset bifurcation feature, or the reference hair information is determined based on the bifurcation feature. The baseline hair information is determined based on the presence of a magnified side image of the hair tip and the bifurcation feature, or based on the hair tip image or the bifurcation feature. Initial fingerprint information of new users is obtained based on baseline hair information; User information is generated by binding baseline hair information to initial fingerprint information.
2. The hair-textured hair-adjustment method according to claim 1, characterized in that, Methods for collecting hair from the collection chamber include: Obtain detection image information of the preset detection area; Hair features are selected from a pre-defined hair feature library based on the detected image information; The prompt is determined based on the consistency between hair features and head features, or the hair location is determined and announced based on the detected image information; Get the real-time location of the hair dryer; The determination of whether to acquire humidity detection information for hair features or continue detection is based on the overlap between the real-time location and the hair location. The system determines whether to use a pre-set suction device to draw in or dry hair based on the difference between the humidity detection information and the preset baseline humidity information. After drying, the suction device is controlled to extract the characteristics of the hair.
3. The hair-conditioning adjustment method based on hair quality according to claim 2, characterized in that, Methods for detecting hair characteristics using a suction device include: After extraction, obtain the extracted image information of the hair location; The determination of whether to increase the suction power of the suction device or continue detection is based on the inclusion between the acquired image information and hair features. The hair features are extracted based on the increased suction power, and the extracted image information is acquired and updated again. Determine whether the extracted image information still contains hair features; If not included, the cleanup is complete; If included, when the real-time position of the hair dryer coincides with the position of the hair, the pushing point and pushing direction are determined according to the position of the hair; Based on the pushing point and pushing direction, the preset pushing device pushes the hair feature and controls the suction device to suck up the hair feature and collect it into the collection chamber.
4. The hair-conditioning adjustment method based on hair quality according to claim 1, characterized in that, Methods for correcting blowing parameters include: The consistency between the blowing force value and the paused wind force value determines whether to continue detecting or acquire real-time images of the hair; The hair state is identified from a preset hair state database based on real-time hair images; The consistency between the hair condition and the preset dripping condition determines whether to obtain hair tip image information or provide prompts. Identify the hair tip state from the hair state database based on the hair tip image information; The update parameters are determined based on the consistency between the hair tip condition and the preset fitting features, or the hair reflectivity information is obtained based on the fitting features. The updated parameters are used to correct the blowing parameters, and the hair dryer is controlled to blow air based on the corrected blowing parameters. The oily hair drying parameters or the drying temperature are determined based on the consistency between the hair reflective information and the preset oily reflective characteristics. The hair dryer is controlled to blow air based on the parameters of the oil-based hair dryer; Based on the drying temperature control, the hair dryer dries the hair ends to a point where they do not conform to the desired shape; After drying, the blower is controlled to blow air according to the corrected blowing parameters.
5. The hair-textured adjustment method according to claim 4, characterized in that, Methods for detecting the condition of hair ends include: Based on the inconsistency between the blow-drying wind force value and the paused wind force value, determine whether the hair reflective information is consistent with the oily reflective characteristics; If they match, then control the hair dryer to blow air according to the parameters for oily hair dryers; If there is a discrepancy, the hair dryer will be controlled according to the hair quality information and the preset damaged hair quality to blow-dry or match the corresponding repair oil based on the blow-drying parameters. Determine hair location based on hair image information; The release power and air intake power of the repair oil are determined based on the hair location. The degree of atomization of the repairing essential oil is determined based on the release power; The degree of agitation of the repair essential oil is determined based on the air intake power.
6. The hair-textured hair-adjustment method according to claim 1, characterized in that, Methods for controlling the hair dryer after use include: Obtain the internal humidity value of the preset collection channel inside the hair dryer; The temperature is determined based on whether the internal humidity value exceeds the preset baseline internal humidity value, and whether to continue testing or match the heating temperature. The collection channel is heated according to the heating temperature, and air is drawn in with a preset cleaning force. After suction, obtain the planar features of the inner wall of the collection channel; The direction of airflow is determined based on the consistency between the planar features and the preset reference inner wall features; Based on the blowing direction control, the preset blowing device on the inner wall of the collection channel blows air with a preset blowing force and updates the planar features of the inner wall of the collection channel. The consistency between the updated planar features and the preset reference inner wall features determines whether to continue detection or issue a prompt.
7. A hair dryer adjustment system based on hair quality, characterized in that, include: The acquisition module is used to acquire pressure sensor location, pressure sensor value, blower wind force value, real-time detection image, hair image information, fingerprint information, collect hair image, side magnified image, initial fingerprint information, detection image information, real-time location, humidity detection information, image information, real-time hair image, hair tip image information, hair reflection information, internal humidity value, planar features, and blower direction; A memory for storing a program of a hair-type-based blow-drying adjustment method as described in any one of claims 1 to 6; The processor and the program in the memory can be loaded and executed by the processor to implement a hair-type hair-adjustment method as described in any one of claims 1 to 6.
8. A computer-readable storage medium, characterized in that, The computer program is stored and can be loaded by a processor and executed as described in any one of claims 1 to 6, which is a hair-type-based blow-drying adjustment method.
9. A smart terminal, characterized in that, It includes a memory and a processor, wherein the memory stores a computer program that can be loaded by the processor and executed as described in any one of claims 1 to 6, a hair texture-based blow-drying adjustment method.
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