129results about How to "Structured" patented technology

The invention discloses a text keyword desensitization method, system and equipment based on a large model and a medium, belongs to the technical field of large model and natural language processing, and aims to solve the technical problem of how to automatically identify and desensitize sensitive information, improve the accuracy of sensitive information identification and further improve the text processing efficiency. According to the technical scheme, the method comprises the steps of data collection; preprocessing the data; marking sensitive information; segmenting the data; selecting a basic model; finely adjusting the model; training the fine-tuned large language model, and obtaining and storing the trained fine-tuned large language model; preprocessing the to-be-processed text data; detecting sensitive information, formulating a desensitization strategy and implementing desensitization processing, performing desensitization verification on the text after desensitization processing, and optimizing and improving the fine-tuned large language model according to a verification result; and packaging the optimized and improved fine-tuned large language model into an API (Application Program Interface) service for an application program to call.

The invention discloses a simulator control logic and filter adjustment combined vehicle simulation washout algorithm, which relates to the technical field of vehicle simulation washout algorithms, and comprises the following steps: S1, initialization: generating a time sequence, defining the size of a sliding window, and initializing input parameters and a state structure body; s2, initial data reading: firstly taking the acceleration of the vehicle from the driving simulation software, reading the angular velocity, the velocity and the rotating speed of an engine, then reading the attitude and position data, and storing the data; according to the invention, the motion of the platform can be controlled more quickly and accurately so as to improve the fidelity and response consistency of a motion signal, and meanwhile, the parameter adjustment process of the filter is optimized, so that the filter can be dynamically adjusted according to the stroke ranges of different motion platforms, the application range of a simulation system is expanded, and full application of the motion platforms is realized.

The invention relates to the technical field of high-pile wharf construction, in particular to a construction method of a high-pile wharf superstructure, which comprises the following steps of: mounting a concrete shell prefabricated part on a pile foundation and pouring concrete in a pouring space on a cast-in-place structure of a high-pile wharf by taking the concrete shell prefabricated part as a template; the concrete shell prefabricated part and cast-in-place concrete form a whole, formwork mounting and dismounting are avoided, the construction efficiency and construction quality of the high-pile wharf are remarkably improved, and the safety risk is reduced; the concrete shell prefabricated member has the characteristics of standardization, industrialization and structural unitization; for a large prefabricated structure, a pouring bottom die of the upper structure of the high-pile wharf can be formed by assembling a plurality of concrete shell prefabricated parts on a pile foundation through block design, so that the requirement of a project for construction equipment is lowered, the site construction difficulty is lowered, the construction period of the project is shortened, and the construction cost is saved.

The present application provides a streaming data calculation method, which includes: according to an Excel format detailed data source with specific attribute information, storing the title name corresponding to the data source in a root node, and storing the specific indicator field under each title name in a corresponding child node; reading the title name stored in the root node to obtain multiple types of keywords in the title name; according to a formula selected by a user, calculating multiple attribute values ​​under the multiple types of keywords selected by the user to obtain calculation results between multiple indicator fields; traversing the multiple types of keywords corresponding to the root node, and traversing the indicator fields corresponding to multiple child nodes in turn to generate a directory list; editing the files in the multiple types of keywords and indicator fields, and storing the edited latest directory list structure in Excel; responding to a read instruction issued by the user, obtaining the selected value of the target list, and displaying it through a visual service terminal.

The invention relates to the technical field of food processing, and particularly discloses a preparation process and low-temperature sterilization equipment of a sweet and spicy sauced pressed salted duck. The invention relates to a preparation process of a sweet and spicy sauced pressed salted duck. The preparation process comprises the following steps: washing a duck body for later use, and pickling the duck body in a pickling sauce; carrying out segmented baking in three stages of low-temperature dehydration, high-temperature fragrance emission and low-temperature meat tightening by utilizing a firepower baking mode of fruit trees; and cooling the baked salted sauced duck, putting the cooled salted sauced duck into low-temperature sterilization equipment, and performing low-temperature sterilization at 90-110 DEG C to obtain the salted sauced duck. According to the preparation process, the addition of sugar is effectively reduced, and a healthier lifestyle is met.

The invention discloses a standardized implementation method for an LCU sequence control process module of a pumped storage unit. A working condition conversion structure chart is drawn according to working condition characteristics of the controlled unit; compiling control programs for subprograms in the normal conversion flow chart and the accident conversion flow chart by using an SFC sequence function flow chart programming language; the program is subjected to modularization and segmentation processing; and calling each subprogram by using the main program according to the conversion requirement. The mutual conversion process of various working conditions of the pumping and storage unit is decomposed into a plurality of sequential control flow subprograms, then the subprograms are called one by one according to the working condition conversion requirement through a main program, standard subprograms are called for multiple times, the program occupied space can be reduced, the error rate can be reduced, and the complex control program has the advantages of distinct hierarchy, clear logic and high efficiency. And for maintenance personnel, troubleshooting and fault positioning are rapid.

The invention provides chiral photonic crystal toner as well as a preparation method and application thereof. The chiral photonic crystal toner is composed of chiral photonic crystal particles and a luminous substance loaded on the chiral photonic crystal particles, the preparation method comprises the following steps: mixing a liquid crystal polymer monomer, a chiral dopant and a luminescent substance, polymerizing to obtain a luminescent substance-loaded chiral photonic crystal polymer film, and crushing to obtain the chiral photonic crystal toner, the chiral photonic crystal particles have chiral structural colors, and the chiral structural colors are generated in a chiral photonic forbidden band. The chiral photonic crystal toner provided by the invention has the characteristics of chiral structural color and circular polarization luminescence, and can greatly improve the security of information anti-counterfeiting encryption when being applied to an anti-counterfeiting technology.

The invention relates to the technical field of waste gas treatment, and discloses a color master batch production waste gas treatment device which comprises a filter cover, a partition plate is fixedly installed at the bottom of the filter cover, three baffles are fixedly installed between the top of the partition plate and the interior of the filter cover at equal intervals, and rotatable circular plates are installed between the three baffles and the middle of the partition plate. Two filter screens are symmetrically mounted on the surfaces of the three circular plates, a cleaning seat is fixedly mounted at the bottom of the filter cover, three cleaning cavities are formed in the top of the cleaning seat, the partition plate is located among the tops of the three cleaning cavities, and the three circular plates are located in the cleaning cavities correspondingly; two cleaning rolling brushes capable of ascending, descending and rotating are symmetrically mounted in each of the three cleaning cavities, and the circular plate is located between the two cleaning rolling brushes and can be effectively cleaned; the waste gas treatment device is provided with a circulating filtering structure and an automatic unblocking function, so that the circulating fluency of the waste gas is ensured, the subsequent purification treatment of the waste gas is ensured, and the effectiveness and continuity of filtering are ensured.

The utility model discloses a bidirectional rotation limit mechanism and a scribing machine, the bidirectional rotation limit mechanism comprises a mounting support and a slide block, the mounting support is provided with a first limit switch and a second limit switch, and the first limit switch and the second limit switch are used for respectively identifying two rotation limit positions of a bidirectional rotation table. The sliding block is arranged on the installation support in a sliding mode, the sliding block is provided with a limiting trigger baffle and a limiting check block used for being poked by the rotary limiting part, and when the limiting check block is poked by the rotary limiting part, the limiting check block drives the sliding block and the limiting trigger baffle to slide between the first limiting switch and the second limiting switch. When the sliding block slides to the first limiting position, the limiting trigger baffle triggers the first limiting switch to achieve recognition of the first rotating limiting position of the bidirectional rotating table, and when the sliding block slides to the second limiting position, the limiting trigger baffle triggers the second limiting switch to achieve recognition of the second rotating limiting position of the bidirectional rotating table.

A nuclear reactor (1) comprises: a vessel (2) closed at the top by a cap (3) and containing a core (4) comprising a bundle of fuel elements (5) and immersed in a primary fluid (F) for cooling the core (4); and a heat exchanger (40) for removing heat from the primary fluid (F) by means of a secondary fluid circulating in the heat exchanger (40); the core (4) is supported by a lower support (90) supporting a lower portion of the core (4) below the active zone of the fuel elements (5) and an upper support (80) supporting an upper portion of the core (4) above the active zone of the fuel elements (5); the upper support (80) is joined to the top cover (3) by a support structure (6) extending from the top cover (3) and has an end element (16) which is open centrally and internally provided with a plurality of clamping elements (14) for vertically supporting and resiliently radially constraining the fuel element (5).

The invention provides radix puerariae and cordyceps sinensis wine and a brewing process thereof, and belongs to the technical field of health care wine. The brewing process comprises the following steps: mixing sorghum and kudzuvine root which are cleaned and soaked for 1-2 days, crushing, adding water for gelatinization, adding alpha amylase into the gelatinized sorghum and kudzuvine root for liquefying, and adding saccharifying enzyme for saccharifying; drying the cordycepin donor to constant weight at 50-60 DEG C, and crushing; adding activated saccharomycetes, cordycepin donor powder and vinasse into the saccharified liquid which is cooled to 20-35 DEG C, uniformly stirring, and jointly fermenting; and distilling the fermented wine material to obtain the radix puerariae and cordyceps sinensis wine. According to the brewing process, high-value utilization of the cordyceps sinensis waste compost is achieved, effective components in the cordyceps sinensis culture medium are reserved to the maximum extent, and the brewed radix puerariae and cordyceps sinensis wine is rich in taste, clear in gradation and remarkable in health care effect.

The invention provides a game system which is used for playing games using physical game coins and can display images on the upper surface of a game table according to the game coins placed on the upper surface of the game table. The game system (100) is used for playing games using game coins (9) and game cards, and is provided with: a game table (1) having a game table upper surface (11) including a display surface (111) capable of displaying images; cameras (21, 23) which shoot game coins placed on the game table upper surface (11) and generate images; an image recognition device (61) that recognizes the placement content by analyzing the image; a game determination device (3) that reads the content of the game cards distributed to the game table upper surface (11) and determines a game result; and an image control device (7) that displays, on a display surface (111), an image corresponding to the placement content recognized by the image recognition device (61) and the game result determined by the game determination device (3).

The present application provides a gel catalyst for treating organic pollutants, and its preparation method and application, which belongs to the technical field of organic pollutant treatment. The preparation method provided in the present application includes the following steps: placing polyphenols, formaldehyde and an iron source in water, adding a catalyst to stir and dissolve, transferring the obtained solution to a reactor for reaction, taking the solution after the reaction, cooling and filtering in turn to obtain a filter residue, washing the filter residue to obtain iron-doped polyphenol-formaldehyde resin microspheres; mixing the iron-doped polyphenol-formaldehyde resin microspheres and nano-ferrite in a certain proportion by ball milling to obtain a composite material; placing acrylic acid, a cross-linking agent, and ammonium persulfate in water and stirring evenly, and then adding a certain amount of the composite material, standing under water bath heating conditions to obtain a hydrogel, and freeze-drying the hydrogel to obtain a gel catalyst. The present application can solve the problems of poor activity of heterogeneous catalysts and poor reproducibility of catalysts.

The present invention relates to a chiral dicarboxylic acid metal organic framework crystal material and its preparation method and application. The material has the following chemical formula: {[Cu(L')(H2O)]·4H2O·3CH3OH} n , wherein L is 4,4'-((4R,5R)-4,5-diphenylimidazoline-1,3-diyl)dibenzoate divalent anion, and n is the degree of polymerization. The metal organic framework crystal material of the present invention adopts a solvent thermal synthesis method, which is simple to operate, low in cost, high in yield, and easy to be mass-produced industrially. The prepared metal organic framework crystal material has a high specific surface area (BET specific surface area of ​​773m 2 / g), 1atm, the adsorption capacity of CO2 at 273K is 44.0cm 3 / g. In the absence of alkali, it can efficiently catalyze the coupling of phenylacetylene to produce 1,4-diphenylbutane-1,3-diyne. The catalyst can be recycled five times with almost no activity loss, which is a good heterogeneous catalyst.

The present application relates to an image processing method and device, an electronic device, and a computer-readable storage medium. First, the original image obtained by the image sensor is interpolated to generate a full-size full-color channel image. The full-size full-color channel image obtained by interpolation can greatly improve the brightness of the image, making the picture layer clearer and the picture more transparent. Therefore, the color pixels of different colors in the original image can be filtered through the full-size full-color channel image to generate specific color channel images corresponding to the color pixels of different colors. Finally, based on each specific color channel image, a target image is generated, thereby improving the clarity of the target image finally obtained and making the resolution higher.

The application discloses a kind of thermosensitive microcapsule dispersions and its preparation method and application, it is related to microcapsule technical field.The application provides a kind of thermosensitive microcapsule dispersion, the thermosensitive microcapsule dispersion D90≤0.75 μm, thermosensitive microcapsule dispersion D100≤1.35 μm;The thermosensitive microcapsule dispersion includes thermosensitive microcapsule, the thermosensitive microcapsule includes capsule wall and capsule core, the weight percentage of the capsule wall and capsule core is (45-66) :(34-55);The capsule wall is polyurethane-polyurea compound, and the capsule core is chromogenic dye precursor and solvent.The application innovatively generates polyurethane-polyurea compound capsule wall by twice polymerization reaction, by capsule wall material polyisocyanate and polyether polyhydric alcohol primary polymerization reaction, polyisocyanate and polyamine secondary polymerization reaction, by the effective regulation of product species and generation amount, effectively control the temperature sensitivity of thermosensitive microcapsule, color range.

The invention discloses a UDS diagnosis flash firmware transmission whole vehicle OTA upgrade method, which comprises the following steps: pre-programming flash is carried out, the stage is network preparation work before flash, and the main content comprises the steps of checking upgrade preconditions, improving the flash network speed, forbidding network messages of other ECUs and closing the setting of fault diagnosis codes; the main program flashing step is used for programming one or more logic blocks, and a request message in the step adopts physical addressing; a post-programming flashing step for recovering the CAN network and DTC recording function of the whole vehicle, and a request message in the step adopts physical addressing and functional addressing; and an OTA upgrade data sharing function library in which a multifunctional software interface function is packaged for finishing the OTA flash of the whole vehicle. According to the technical scheme, the common interface is used, module functions are clear in distinguishing, layered design and clear in logic, interface packaging and dynamic library calling modes are adopted, transplantation is convenient, and vehicle model reusability is improved.

The embodiment of the invention provides a light-emitting substrate and a display device, relates to the technical field of display, and is used for reducing the number of signal lines of the light-emitting substrate and reducing the resistance of the signal lines. The light-emitting substrate comprises a substrate, a plurality of signal line groups, a plurality of columns of element groups and a plurality of columns of control chips. The plurality of signal line groups are arranged on the substrate and are arranged along a first direction. Each signal line group comprises a plurality of signal lines arranged along a first direction. The plurality of columns of element groups are arranged along the first direction, each column of element group comprises a plurality of element groups, each column of element group is electrically connected with part of the signal lines of one signal line group, and each element group comprises a plurality of light-emitting elements which are arranged at intervals along the first direction. The plurality of columns of control chips are arranged along a first direction, and each column of control chips comprises a plurality of control chips which are arranged at intervals along a second direction. One column of control chips is arranged on one side of one column of element group along the first direction and is electrically connected with one column of element group and a part of signal lines of one signal line group. The light-emitting substrate is used for emitting light.

This invention relates to a blueberry lutein ester hawthorn cookie with a protective effect on vision and its preparation method. The raw material composition is as follows: 100-180 parts flour, 20-80 parts palm oil, 20-80 parts maltitol, 1-30 parts roasted wheat bran, 1-15 parts soybean dietary fiber, 1-10 parts polydextrose, 1-20 parts blueberry powder, 1-20 parts hawthorn powder, 1-20 parts leavening agent, 0.1-6 parts flavoring agent, 0.1-3 parts disodium dihydrogen pyrophosphate, 0.1-3 parts phospholipids, 1-5 parts lutein ester, 0.001-1 part water-soluble β-carotene, 0.1-4 parts blueberry flavoring, and 2-50 parts water. This cookie uses lutein ester, blueberry powder, and water-soluble β-carotene in a scientifically formulated ratio. After being absorbed by the human body, these three ingredients work synergistically to relieve eye fatigue and greatly enhance the protective effect on vision. It also has the advantages of good appearance and color, low calories, crispy and delicious taste, while being low in sugar, relieving eye fatigue, protecting the eyes, rich in dietary fiber, strengthening the spleen and aiding digestion, and maintaining normal intestinal function.

This utility model relates to the field of nonwoven fabric technology, specifically disclosing a nonwoven fabric with a composite fiber layer structure, including a fiber layer, a nonwoven fabric body, cushioning and anti-deformation strips, an antibacterial layer, an anti-deformation pad layer, a cushioning and pressure-resistant layer, and a nonwoven fabric base layer. Cushioning and anti-deformation strips are provided at both ends of the nonwoven fabric body. A nonwoven fabric base layer is provided in the middle of the nonwoven fabric body, with the fiber layer embedded in the center of the nonwoven fabric base layer. A cushioning and pressure-resistant layer is provided on the outer side of the nonwoven fabric base layer, and a water-absorbing and leak-proof layer is provided on the outer layer of the cushioning and pressure-resistant layer. A breathable filter layer is provided on the outer side of the water-absorbing and leak-proof layer, and the antibacterial layer is applied to the outer side of the breathable filter layer. Cushioning and anti-deformation strips are provided at both ends of the nonwoven fabric body for end pressure cushioning protection. Tensile ribs are provided inside the nonwoven fabric base layer within the nonwoven fabric body, which improves the tensile strength of the nonwoven fabric base layer and increases its overall strength.

The invention relates to a small steamed bun making process, which belongs to the technical field of food making, and makes the made wrappers soft and elastic, fine and smooth in mouthfeel and chewy by accurately controlling the proportion of plain flour, warm water, yeast and baking powder and the fermentation time, temperature and humidity. The optimized wrapper not only can better wrap the stuffing, but also can keep good taste after being steamed, and brings unique taste enjoyment to consumers, in the aspect of stuffing preparation, seasonings such as pork stuffing, scallion and ginger water, salt, sugar, light soy sauce, oyster sauce, sesame oil and white pepper powder are reasonably matched, and the dosage range of the seasonings is strictly controlled, so that the stuffing is rich and delicious in taste, and the taste of the stuffing is greatly improved. And various seasonings are mutually fused and well arranged. The addition of the scallion and ginger water effectively removes fishy smell and enhances aroma, the accurate proportion of the salt, sugar and other seasonings enables the taste to be moderate in saltiness, the light soy sauce and the oyster sauce improve the delicate flavor, the sesame oil increases the aroma, and the white pepper powder increases a slight spicy taste, so that rich taste is created together, and different taste requirements are met.

The invention provides an industrial park innovation atmosphere evaluation method and system, and the method comprises the steps: carrying out the data preprocessing of an obtained initial historical live-action image set, and obtaining a target historical live-action image set; a multi-level industrial park innovation atmosphere evaluation system comprising a target layer, a criterion layer and an index layer is constructed, the target layer is used for defining an overall target of industrial park innovation atmosphere evaluation, and the criterion layer is used for disassembling the defined overall target of the target layer into two types of intermediate dimensions, namely visual feeling and element characteristics; the index layer is used for determining specific indexes with pertinence for each dimension of the criterion layer; scoring the target historical live-action image set according to the multi-level industrial park innovation atmosphere evaluation system to determine an evaluation criterion, and determining a core MLLM evaluation model according to the evaluation criterion; and based on the core MLLM evaluation model, establishing an automatic innovation atmosphere evaluation framework according to organic fusion of core driving subject identity definition, evaluation view and corresponding priority evaluation indexes.

The utility model belongs to the technical field of badges, and particularly discloses a stamping three-dimensional embossment color layer metal badge which comprises a badge body, the badge body is made of metal materials, a pattern groove is formed in the decorative face of the badge body, and various protruding patterns with the three-dimensional decorative effect are formed in the pattern groove through the stamping technology. The non-protruding part in the pattern groove is coated with a color coating, and all the protruding lines and the color coating cooperate to form a decorative pattern. According to the stamping three-dimensional embossment color layer metal badge disclosed by the utility model, a plurality of convex patterns are formed in the pattern groove of the decorative surface of the badge body by a stamping process, and the color coating is coated on the non-convex part in the pattern groove, so that the decorative pattern formed by all the convex patterns and the color coating collaboratively not only has stronger three-dimensional sense, but also is distinct in gradation; and the decoration effect and the artistic value of the badge are effectively improved.

The utility model discloses an intelligent weak current control cabinet and air washing machine system relates to the technical field of control cabinet, aims at solving the current control cabinet in the layout of the line after bundling is more disorderly, is not favorable to the quick troubleshooting, has greatly increased the technical problem of maintenance difficulty and maintenance cost, including control cabinet body and wiring frame that sets up in control cabinet body, be provided with mounting panel in control cabinet body, wiring frame includes fixed plate, the front end symmetry of fixed plate is provided with second wiring ring and first wiring ring, the side end equidistance of fixed plate is provided with mounting rod, the front end equidistance of mounting rod is provided with connecting rod, the end of connecting rod is provided with wiring ring. The utility model has realized the layering arrangement of line regulation, has greatly promoted troubleshooting efficiency, simultaneously, the wiring ring design of innovation increases the line layout amount, significantly improves work efficiency, effectively reduces the advantages such as maintenance difficulty and cost.

The present invention provides a multilayer milk skin layered yogurt and a preparation method thereof, and relates to the technical field of yogurt, the multilayer milk skin layered yogurt comprises 80-90 parts of raw material milk, 1-10 parts of cream, 0-1.2 parts of a compound stabilizer, 0.01-0.05 part of a strain, 3-8 parts of an anti-acid fruit and vegetable sauce, and 1-8 parts of sugar, the yogurt has at least three layers, the milk skin is located on the upper layer, the middle layer is a yogurt base, and the bottom layer is the fruit and vegetable sauce. The anti-acid fruit and vegetable sauce and the compound stabilizer cooperate to realize fruit and milk co-fermentation fermented milk, multilayer milk skin layering weaning can be formed, the multilayer milk skin layering weaning layering effect is remarkable, the boundary is clear, the product taste is fine, smooth and smooth, the product has natural fruit fragrance and milk fragrance, and the product is visually bright in color and distinct in gradation, and has a good market prospect. The appetite feeling and the eating interestingness are greatly enhanced.

The utility model discloses fan assembling equipment which comprises a first bottom plate and a second bottom plate, the side face of the first bottom plate is provided with the second bottom plate, the top of the first bottom plate and the top of the second bottom plate are provided with installation holes, the top of the first bottom plate and the top of the second bottom plate are provided with strip-shaped plates, and the interiors of the strip-shaped plates are connected with a containing frame in a sliding mode. A reinforcing plate is connected to the outer side of the containing frame, a threaded seat is arranged at the top of the reinforcing plate, and a pressing screw rod is arranged in the threaded seat. According to the fan assembling equipment, the strip-shaped plate is arranged on the top of the plate body structure, the containing frame is slidably connected into the plate body structure, a fan is installed in the containing frame through a fastener, the containing frame is pulled to move in the strip-shaped plate, and after the containing frame moves to a proper position, the fan is assembled. And a pressing screw rod is screwed to adsorb a suction cup to the top of the plate body for position fixation, so that the fan equipment is convenient to move, and a movable structure is provided during use.

The invention discloses an organic particle and a preparation method thereof, an emulsion, an isolating membrane, a secondary battery monomer and an electric device. The organic particles comprise secondary particles formed by gathering primary particles, and the primary particles comprise first organic particles and second organic particles; the interiors of the first organic particles are of hollow structures, and the second organic particles are binder particles. According to the embodiment of the invention, the organic particles are used in the isolating membrane, so that the secondary battery monomer has high reliability and good cycle performance.

The utility model discloses an assembly type internal water inlet fine grillage machine, which relates to the technical field of sewage treatment and comprises a box body and a chain net, a water outlet is arranged at the bottom of the box body, the chain net is of a track structure formed by a plurality of filter screen plates, rotary driving chains are arranged on two sides of the chain net, and a sealing joint assembly is arranged between every two adjacent filter screen plates. Sealing guide rail assemblies used for rotating and driving the chain to steer are arranged on the two sides of the interior of the box body and located on the lower portion, so that a closed structure is formed between the lower portion of the chain net and the box body, a water inlet is formed in the position, corresponding to the interior of the chain net, of the side portion of the box body, a slag collecting groove of a funnel structure is further formed in the chain net, and chain net adjusting mechanism assemblies are arranged on the two sides of the exterior of the box body. A chain net driving mechanism assembly is arranged on the chain net adjusting mechanism assembly. The utility model has the advantages of compact structure, smaller volume, strong applicability, large filtering area, large handling capacity and no overflow while improving the filtering precision of the grating.

The invention discloses an image description text generation method based on a large language model, and the method comprises the steps: obtaining the entity information of an image and an entity relation scene graph through constructing an image description text generation model; the entity information and the entity relation scene graph are guided into a large language model, initial description of the image is obtained for further polishing, and a final polishing text is obtained. According to the method, each object in the image can be accurately identified and described, and the complex interaction relationship between the objects can be clearly expressed. The thinking chain type description generation mode not only improves the accuracy of model generation description, but also enables the description to better conform to the cognitive habits of human beings. Through step-by-step guidance, the finally generated description can better convey the overall information and intention of the image.