Information processing method and device, equipment and medium

Abstract

The invention provides an information processing method and device, equipment and a medium, and the method comprises the steps: obtaining a to-be-recognized game picture, carrying out article information recognition on the to-be-recognized game picture, and obtaining an article information recognition result of the to-be-recognized game picture, the article information recognition result comprises article appearance graphic information and article text description information, the article character description information is attribute description about a target virtual article, the target virtual article is a virtual article represented by the article appearance graphic information, and finally, article screening is performed in a preset virtual article database according to the article appearance graphic information and the article character description information to obtain an article screening result. Wherein the virtual items in the item screening result are all the virtual items similar to the target virtual items represented by the appearance recognition result, automatic screening of the virtual items is achieved, manual input of screening conditions about the target virtual items is not needed, and the efficiency of screening and searching for the virtual items by a user is effectively improved.

Description

Technical Field

[0001] The present invention relates to the technical field of virtual items, and more particularly, to a method, apparatus, device, and medium for information processing. Background Art

[0002] Currently, virtual item trading service platforms can generally provide services such as searching, recommending, and trading virtual items. The virtual items can be any of the following: digital card number products, including game time cards for various online games, mobile phone recharge cards, etc.; virtual identity products, including membership qualifications for various websites, online game accounts, etc.; virtual item products, including virtual pets, virtual props, etc. in online games.

[0003] Currently, when a user wants to search for similar virtual items with a virtual item as a reference on a virtual item service platform, a large number of screening conditions about the virtual item need to be manually input to find similar virtual items, and the process is relatively cumbersome, affecting the user experience. Summary of the Invention

[0004] The purpose of the present invention is to provide a method, apparatus, device, and medium for information processing to achieve efficient search for virtual items on a trading platform in view of the deficiencies in the above-mentioned prior art.

[0005] To achieve the above object, the technical solutions adopted in the embodiments of the present application are as follows:

[0006] In a first aspect, an embodiment of the present application provides a method for information processing, the method including:

[0007] Obtain a game screen to be recognized;

[0008] Perform item information recognition on the game screen to be recognized to obtain an item information recognition result of the game screen to be recognized. The item information recognition result includes: item appearance graphic information and item text description information, where the item text description information is an attribute description of a target virtual item, and the target virtual item is the virtual item represented by the item appearance graphic information;

[0009] Perform item screening in a preset virtual item database according to the item appearance graphic information and the item text description information to obtain an item screening result.

[0010] In an alternative embodiment, the performing item screening in a preset virtual item database according to the item appearance graphic information and the item text description information to obtain an item screening result includes:

[0011] Based on the appearance graphic information of the item, screen items in the preset virtual item database to obtain a first virtual item set, where the first virtual item set is a set of virtual items similar in shape to the target virtual item;

[0012] Based on the text description information of the item, screen items in the first virtual item set to obtain a second virtual item set;

[0013] Based on the second virtual item set, obtain the item screening result.

[0014] In an alternative embodiment, the obtaining the item screening result based on the second virtual item set includes:

[0015] Based on the text description information of the item, estimate the value of the target virtual item to obtain the estimated value of the target virtual item;

[0016] Based on the estimated value and the selling price of each virtual item in the second virtual item set, screen items in the second virtual item set to obtain the item screening result.

[0017] In an alternative embodiment, the screening items in the first virtual item set based on the text description information of the item to obtain a second virtual item set includes:

[0018] Convert the text description information of the item into a screening value corresponding to a preset screening option;

[0019] Based on the screening value, screen items in the first virtual item set to obtain the second virtual item set, where the attributes of the virtual items in the second virtual item set satisfy the screening value.

[0020] In an alternative embodiment, the estimated value is an estimated value range; the screening items in the second virtual item set based on the estimated value and the selling price of each virtual item in the second virtual item set includes:

[0021] For each virtual item in the second virtual item set, if the selling price of the virtual item is within the estimated value range, determine to add the virtual item to the item screening result.

[0022] In an alternative embodiment, the text description information of the item includes: numerical text information, non-numerical text information;

[0023] The converting the text description information of the item into a screening value corresponding to a preset screening condition includes:

[0024] If the item text description information contains non-numerical data, use the non-numerical data as the screening value;

[0025] If the item text description information contains numerical data, determine a target numerical range based on the numerical data, and use the target numerical range as the screening value.

[0026] In an alternative embodiment, the step of appraising the target virtual item according to the item text description information to obtain the appraisal value of the target virtual item includes:

[0027] Appraise the target virtual item according to the item text description information by using a preset virtual item appraisal model to obtain the appraisal value of the target virtual item.

[0028] In an alternative embodiment, the step of obtaining the game screen to be recognized includes:

[0029] Obtain the current preview image of the camera as the game screen to be recognized;

[0030] Alternatively, obtain the captured image of the camera as the game screen to be recognized;

[0031] Alternatively, obtain the uploaded game screen as the game screen to be recognized.

[0032] In an alternative embodiment, the step of performing item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized includes:

[0033] Detect whether there is a virtual item in the game screen to be recognized;

[0034] If there is a virtual item in the game screen to be recognized, perform item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized;

[0035] If there is no virtual item, output a prompt message to indicate to re-obtain the game screen.

[0036] In an alternative embodiment, before performing item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized, the method further includes:

[0037] Perform game screen quality detection on the game screen to be recognized, where the game screen quality detection includes at least one of the following: screen clarity detection, information overlap detection, tilt angle detection;

[0038] Determine that the game screen quality detection result is qualified.

[0039] In an alternative embodiment, the method further includes:

[0040] Displaying the graphical information of the item appearance, the text description information of the item, and the item screening result on the recognition display interface.

[0041] In a second aspect, an embodiment of the present application further provides an information processing device, the device includes:

[0042] An acquisition module, configured to acquire a game screen to be recognized;

[0043] A recognition module, configured to perform item information recognition on the game screen to be recognized, and obtain an item information recognition result of the game screen to be recognized, the item information recognition result includes: graphical information of the item appearance, and text description information of the item, wherein the text description information of the item is an attribute description of a target virtual item, and the target virtual item is the virtual item represented by the graphical information of the item appearance;

[0044] A screening module, configured to perform item screening in a preset virtual item database according to the graphical information of the item appearance and the text description information of the item, and obtain an item screening result.

[0045] In a third aspect, an embodiment of the present application further provides an electronic device, including: a processor, a storage medium, and a bus, the storage medium stores program instructions executable by the processor, when the electronic device runs, the processor communicates with the storage medium through the bus, and the processor executes the program instructions to perform the steps of the information processing method according to any one of the first aspects.

[0046] In a fourth aspect, an embodiment of the present application further provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is run by a processor, it performs the steps of the information processing method according to any one of the first aspects.

[0047] The beneficial effects of the present application are:

[0048] An embodiment of the present application provides an information processing method, device, equipment, and medium, including: acquiring a game screen to be recognized, performing item information recognition on the game screen to be recognized, and obtaining an item information recognition result of the game screen to be recognized, the item information recognition result includes: graphical information of the item appearance, and text description information of the item, wherein the text description information of the item is an attribute description of a target virtual item, and the target virtual item is the virtual item represented by the graphical information of the item appearance, and finally performing item screening in a preset virtual item database according to the graphical information of the item appearance and the text description information of the item, and obtaining an item screening result.

[0049] The method of the present application identifies the target virtual item in the game screen to be recognized, obtains the appearance recognition result and the text description recognition result, and then performs item screening based on the appearance recognition result and the text description recognition result to obtain the item screening result. Among them, the virtual items in the item screening result are all virtual items of the same type as the target virtual item represented by the appearance recognition result, realizing the automatic screening of virtual items, without the need for manual input of screening conditions for the target virtual item, and the recognition result is more in line with the user's expectations, effectively improving the efficiency of the user to screen and find virtual items. BRIEF DESCRIPTION OF THE DRAWINGS

[0050] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings required for the embodiments will be briefly introduced below. It should be understood that the following drawings only show some embodiments of the present invention and should not be regarded as limiting the scope. For those of ordinary skill in the art, other related drawings can be obtained based on these drawings without creative efforts.

[0051] Figure 1 FIG. 1 is one of the schematic flowcharts of a method for information processing provided by an embodiment of the present application;

[0052] Figure 2 FIG. 2 is another schematic flowchart of a method for information processing provided by an embodiment of the present application;

[0053] Figure 3 FIG. 3 is another schematic flowchart of a method for information processing provided by an embodiment of the present application;

[0054] Figure 4 FIG. 4 is another schematic flowchart of a method for information processing provided by an embodiment of the present application;

[0055] Figure 5 FIG. 5 is another schematic flowchart of a method for information processing provided by an embodiment of the present application;

[0056] Figure 6 FIG. 6 is another schematic flowchart of a method for information processing provided by an embodiment of the present application;

[0057] Figure 7 FIG. 7 is a schematic diagram of a display prompt information provided by an embodiment of the present application;

[0058] Figure 8 FIG. 8 is a schematic diagram of a recognition display interface provided by an embodiment of the present application;

[0059] Figure 9 FIG. 9 is a schematic diagram of the functional modules of a device for information processing provided by an embodiment of the present application;

[0060] Figure 10Schematic diagram of an electronic device provided by an embodiment of the present application. Detailed implementation manners

[0061] To make the objectives, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Apparently, the described embodiments are some but not all of the embodiments of the present invention.

[0062] Therefore, the detailed description of the embodiments of the present application provided in the accompanying drawings is not intended to limit the scope of the present application claimed, but merely represents selected embodiments of the present application. All other embodiments obtained by those of ordinary skill in the art based on the embodiments in the present application without creative efforts shall fall within the scope of protection of the present application.

[0063] In the description of the present application, it should be noted that if terms such as "upper", "lower", etc. indicate an orientation or positional relationship based on the orientation or positional relationship shown in the drawings, or the orientation or positional relationship in which the product of this application is usually placed during use, it is only for the convenience of describing the present application and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore should not be construed as a limitation to the present application.

[0064] In addition, terms such as "first", "second", etc. in the description and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that such data can be interchanged under appropriate circumstances so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "comprising" and "having" and any variations thereof are intended to cover non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units not clearly listed or inherent to these processes, methods, products or devices.

[0065] It should be noted that the features in the embodiments of the present application can be combined with each other without conflict.

[0066] For a trading platform capable of trading game virtual items, users can query any virtual item in the trading platform and conduct transactions. However, if a user wants to query the virtual items in the current game screen during the game process, a large number of filtering conditions need to be input according to the relevant attributes of the virtual item in the trading platform in order to query other virtual items similar to the virtual item, and the whole process is rather cumbersome, affecting the query efficiency.

[0067] To solve the above existing problems, an embodiment of the present application provides a method for information processing. By obtaining a game screen to be recognized, item information recognition is performed on the game screen to be recognized, and an item information recognition result of the game screen to be recognized is obtained. The item information recognition result includes: item appearance graphic information and item text description information. Among them, the item text description information is an attribute description of a target virtual item, and the target virtual item is the virtual item represented by the item appearance graphic information. Finally, according to the item appearance graphic information and the item text description information, item screening is performed in a preset virtual item database to obtain an item screening result, realizing automatic screening of virtual items and improving the query efficiency.

[0068] The following is a detailed explanatory description of a method for information processing provided by an embodiment of the present application through specific examples in combination with the accompanying drawings. Figure 1 It is one of the flow diagrams of a method for information processing provided by an embodiment of the present application; as Figure 1 shown, the method includes:

[0069] S101. Obtain a game screen to be recognized.

[0070] In this embodiment, the built-in camera in the trading platform is used to obtain the game screen to be recognized, and the built-in camera has a scanning and recognition function.

[0071] Optionally, obtain the current preview image of the camera as the game screen to be recognized; or, obtain the captured image of the camera as the game screen to be recognized; or, obtain the uploaded game screen as the game screen to be recognized.

[0072] Specifically, when the game screen recognition function in the trading platform is turned on, the trading platform will call the built-in camera of the electronic device. At this time, the screen captured by the camera in real time is the current preview image, that is, the game screen to be recognized. For example, when a user wants to recognize a virtual item in the current game screen during the game process, the camera scanning function of the trading platform is turned on on an electronic device such as a mobile phone, and the camera is aimed at the current game screen. At this time, the real-time screen presented in the acquisition frame on the mobile phone interface is used as the game screen to be recognized.

[0073] Or, after the user aims the camera at the current game screen, manually click the shooting button on the mobile phone interface to record the current game screen displayed in the acquisition frame, and the obtained static captured image is used as the game screen to be recognized. The difference between obtaining the captured image and the current preview image is that to obtain the current preview image, there is no need to click the shooting button, and to obtain the captured image, the shooting button needs to be clicked.

[0074] It should be noted that when obtaining the game screen to be recognized using a camera, the camera permission of an electronic device such as a mobile phone needs to be obtained. Only after successfully obtaining the camera permission can the game screen to be recognized be obtained.

[0075] Alternatively, if the user has already saved a screenshot of the game screen in advance, then through the upload function in the trading platform, the screenshot of the game screen can be uploaded to the trading platform, and the uploaded screenshot of the game screen serves as the game screen to be recognized.

[0076] It should be noted that when using the upload function, the album permission of the mobile phone needs to be obtained. Only after obtaining the album permission can the mobile phone album be jumped to and the screenshot of the game screen to be uploaded be selected.

[0077] In addition, in order to improve the recognition accuracy of the item information in the game screen to be recognized, when the user first uses the recognition function of the trading platform, a prompt message for shooting the game screen to be recognized will be displayed in the recognition interface, including the correct demonstration and incorrect demonstration of shooting the game screen to be recognized. The incorrect demonstration includes a blurred game screen, overlapping information in the game screen, and a tilted shooting angle, etc.

[0078] When the item information in the game screen cannot be fully displayed in one interface, at this time, long-press the shooting button to fully display the item information in the game screen in the collection frame, and then a complete game screen to be recognized can be obtained; alternatively, the item information in the game screen can be screenshot multiple times, and uploading multiple game screens can also obtain the game screen to be recognized.

[0079] S102. Perform item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized.

[0080] The item information recognition result includes: item appearance graphic information and item text description information. Among them, the item text description information is the attribute description of the target virtual item, and the target virtual item is the virtual item represented by the item appearance graphic information.

[0081] S103. According to the item appearance graphic information and the item text description information, perform item screening in the preset virtual item database to obtain the item screening result.

[0082] Specifically, analyze the appearance and text description of the items in the game screen to be recognized, and obtain the recognition result of the item information of the game screen to be recognized. Among them, the item appearance graphic information is about the shape of the target virtual item, that is, the appearance graphic of the target virtual item. Based on the item appearance graphic information, the virtual item to be queried can be determined, such as Weapon A. That is, query the Weapon A that is currently on sale or has been sold on the current trading platform. The item text description information is the attribute description of the target virtual item, such as attack value, special effect, level, etc. For example, if the attack value of Weapon A is 80, it can be inferred that the screening condition is that the attack value is greater than 80, and then further screen the Weapon A with an attack value greater than 80 on the trading platform.

[0083] The preset virtual item database stores the item appearance graphic information and item text description information of multiple virtual items in the game. Therefore, according to the item appearance graphic information and item text description information, screen items in the preset virtual item database to obtain multiple virtual items that meet the item appearance graphic information and item text description information. The item screening result includes the multiple virtual items obtained by screening.

[0084] In summary, the embodiment of the present application provides a method for information processing, including: obtaining the game screen to be recognized, performing item information recognition on the game screen to be recognized, and obtaining the recognition result of the item information of the game screen to be recognized. The item information recognition result includes: item appearance graphic information and item text description information, where the item text description information is the attribute description of the target virtual item, and the target virtual item is the virtual item represented by the item appearance graphic information. Finally, according to the item appearance graphic information and item text description information, screen items in the preset virtual item database to obtain the item screening result.

[0085] The method of the present application recognizes the target virtual item in the game screen to be recognized, obtains the appearance recognition result and the text description recognition result, and then screens the items based on the appearance recognition result and the text description recognition result to obtain the item screening result. Among them, the virtual items in the item screening result are all virtual items of the same type as the target virtual item represented by the appearance recognition result, realizing the automatic screening of virtual items, without the need for manual input of screening conditions for the target virtual item, and the recognition result is more in line with the user's expectations, effectively improving the efficiency of the user to screen and find virtual items.

[0086] Based on the above embodiment, the embodiment of the present application also provides a possible implementation manner of another information processing method. Figure 2 It is the second flow chart of the information processing method provided by the embodiment of the present application. As Figure 2As shown, according to the item appearance graphic information and the item text description information, item screening is performed in a preset virtual item database to obtain an item screening result, including:

[0087] S201. According to the item appearance graphic information, item screening is performed in a preset virtual item database to obtain a first virtual item set.

[0088] Among them, the first virtual item set is a virtual item set similar in shape to the target virtual item.

[0089] In this embodiment, the trading platform compares the extracted item appearance graphic information with the appearance graphic information of all virtual items in the preset virtual item database. During the comparison process, the similarity between the two is calculated. By setting a similarity threshold, the items whose similarity exceeds the similarity threshold are screened out to form a first virtual item set. For example, for the appearance graphic information of a circular shield, the trading platform will search for all shield items in the preset virtual item database, calculate the similarity of the shape with the circular shield, and include the shield items with higher similarity in the first virtual item set.

[0090] Preferably, the virtual items in the first virtual item set are the same as the target virtual item, but the attribute values of each virtual item in the first virtual item set may be different.

[0091] S202. According to the item text description information, item screening is performed in the first virtual item set to obtain a second virtual item set.

[0092] S203. Based on the second virtual item set, the item screening result is obtained.

[0093] Specifically, the item text description information is the attribute description of the target virtual item. In the first virtual item combination, the virtual items that do not meet the attribute description are screened out to obtain a second virtual item set. Among them, the virtual items in the second virtual item set are virtual items that are both similar in shape to the target virtual item and meet the item text description information. Finally, based on the second virtual item set, the item screening result is obtained.

[0094] In the method provided in the embodiment of the present application, according to the item appearance graphic information, item screening is performed in a preset virtual item database to obtain a first virtual item set, where the first virtual item set is a virtual item set similar in shape to the target virtual item. According to the item text description information, item screening is performed in the first virtual item set to obtain a second virtual item set. Based on the second virtual item set, the item screening result is obtained, realizing automatic screening of items in the preset virtual item database.

[0095] Based on the above embodiments, the embodiments of the present application further provide a possible implementation manner of another information processing method. Figure 3 It is the third schematic flowchart of an information processing method provided by the embodiments of the present application. As Figure 3 shown, based on the second virtual item set, an item screening result is obtained, including:

[0096] S301. Valuate the target virtual item according to the item text description information to obtain the evaluation value of the target virtual item.

[0097] In this embodiment, according to the various attributes in the item text description information, such as level, attack power, defense power, rarity, etc., the target virtual item is valued to obtain the evaluation value of the target virtual item.

[0098] Optionally, according to the item text description information, a preset virtual item valuation model is used to valuate the target virtual item to obtain the evaluation value of the target virtual item.

[0099] Specifically, the preset virtual item valuation model can be trained based on machine learning algorithms, considering multiple factors and giving an evaluation value. The evaluation value can be a specific numerical value or a valuation range. For example, for a weapon with a level of 15, an attack power of 100, and a rarity of "epic", the preset virtual item valuation model may give a valuation range of 500 - 700 gold coins.

[0100] S302. Screen items in the second virtual item set according to the evaluation value and the selling price of each virtual item in the second virtual item set to obtain an item screening result.

[0101] Traverse each virtual item in the second virtual item set, compare its selling price with the evaluation value of the target virtual item, and screen the virtual items in the second virtual item set to obtain an item screening result.

[0102] Optionally, when the evaluation value is a valuation range, for each virtual item in the second virtual item set, if the selling price of the virtual item is within the valuation range, it is determined that the virtual item is added to the item screening result.

[0103] Specifically, if the selling price of a virtual item in the second virtual item set is within the valuation range, it is determined that the virtual item is added to the item screening result. For example, if the valuation model obtains that the price of the target item is between 50 - 70 yuan, the virtual items in the second virtual item set with selling prices within this range will be added to the item screening result to obtain the final item screening result.

[0104] In the method provided by the embodiments of the present application, according to the item text description information, the target virtual item is valued to obtain the evaluation value of the target virtual item. Then, according to the evaluation value and the selling price of each virtual item in the second virtual item set, item screening is performed in the second virtual item set to obtain the item screening result, so as to remove the virtual items with unreasonable pricing in the second virtual item set according to the evaluation value.

[0105] Another possible implementation of the information processing method is also provided in the embodiments of the present application. Figure 4 It is the fourth flow chart of the information processing method provided by the embodiments of the present application. As Figure 4 shown, according to the item text description information, item screening is performed in the first virtual item set to obtain the second virtual item set, including:

[0106] S401. Convert the item text description information into a screening value corresponding to a preset screening option.

[0107] S402. Based on the screening value, perform item screening in the first virtual item set to obtain the second virtual item set, and the attributes of the virtual items in the second virtual item set satisfy the screening value.

[0108] In this embodiment, the item text description information is the attribute description of the target virtual item, which may include multiple attribute descriptions. Then, each attribute description is converted to obtain the corresponding screening value.

[0109] Optionally, the item text description information includes: numerical text information and non-numerical text information.

[0110] If the item text description information contains non-numerical data, the non-numerical data is used as the screening value. If the item text description information contains numerical data, a target numerical range is determined based on the numerical data, and the target numerical range is used as the screening value.

[0111] Specifically, the numerical text information may be the attack power, level, etc. of the target virtual item, and the non-numerical text information may be the type, special effect, special skill, belonging part, etc. of the target virtual item. For non-numerical data, the trading platform directly uses it as the screening value. For example, if the special effect of the target virtual item is mentioned as "super simple" in the item text description information, then "super simple" is used as a screening value. For numerical data, the trading platform determines a target numerical range as the screening value based on a preset similarity algorithm. For example, if the spell damage of the target virtual item is mentioned as 19 in the item text description information, the trading platform determines a target numerical range, that is, the spell damage range is 16-20, based on the spell damage of 19.

[0112] Then the trading platform will iterate through each virtual item in the first virtual item set and check whether its attributes meet the converted screening values. If the attributes of a virtual item match the screening values, it will be included in the second virtual item set. For example, for the screening values where the special effect is "Super Simple" and the spell damage range is 16 - 20, the system will check whether the special effect of each virtual item in the first virtual item set is "Super Simple" and whether the spell damage range is between 16 - 20, and add the virtual items that meet the conditions to the second virtual item set.

[0113] In the method provided by the embodiments of the present application, the item text description information is converted into screening values corresponding to preset screening options, and item screening is performed on the first virtual item set based on the screening values to obtain a second virtual item set. The attributes of the virtual items in the second virtual item set meet the screening values. By determining the screening values, the virtual items in the first virtual item set are further screened to obtain virtual items that meet the screening values.

[0114] Another possible implementation manner of the information processing method is also provided in the embodiments of the present application. Figure 5 It is the fifth flowchart of the information processing method provided by the embodiments of the present application. As Figure 5 shown, item information recognition is performed on the game screen to be recognized, and the item information recognition result of the game screen to be recognized is obtained, including:

[0115] S501. Detect whether there are virtual items in the game screen to be recognized.

[0116] In this embodiment, the trading platform will use image recognition technology to comprehensively scan and analyze the obtained game screen to be recognized. Determine whether there are areas in the game screen to be recognized that conform to the characteristics of virtual items. For example, the trading platform will identify whether there are obvious virtual item outlines, specific icons, etc. in the game screen to be recognized.

[0117] S502. If there are virtual items in the game screen to be recognized, perform item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized.

[0118] Specifically, when it is detected that there are virtual items in the game screen to be recognized, the trading platform will further perform item information recognition on the game screen to be recognized. For the item appearance graphic information, the trading platform will use image processing technology to extract features such as the outer contour, color, and texture of the virtual item to form a graphical description of the virtual item appearance. For the item text description information, the trading platform will recognize the text content related to the virtual item in the game screen to be recognized. These text contents are usually attribute descriptions of the target virtual item, such as the name, level, attack power, defense power, special effects, etc. of the virtual item.

[0119] For example, in a role-playing game, a crescent-shaped item in the game screen to be recognized is identified. Its appearance graphic information may include the crescent shape, color, etc. of the virtual item, and the text description information may include "Under the bright moon, level 80, spell damage 19, special effect: super simple", etc.

[0120] S503. If there is no virtual item, output a prompt message to indicate to re-obtain the game screen.

[0121] Specifically, if it is found during the detection process that there is no virtual item in the game screen to be recognized, the trading platform will output a prompt message to inform the user that no virtual item can be recognized in the current game screen to be recognized, and suggest that the user re-obtain the game screen. The prompt message can be presented to the user in ways such as pop-up windows, voice prompts, etc. For example, the prompt message is "No item detected. Please adjust the angle or upload a screenshot" to guide the user to adjust the shooting angle, change the game screen, etc., so as to obtain a valid screen containing virtual items.

[0122] It should be noted that before detecting whether there is a virtual item in the game screen to be recognized, the trading platform will set different usage times for different users, that is, the number of times that can obtain the item screening result for free automatically. For example, the remaining usage times for ordinary users are set to 3 times, and the remaining usage times for premium users are set to 30 times. First, it is detected whether the current user uses the remaining usage times to query the item screening result. If it is detected that the remaining usage times of the current user are 0 times, then jump to and display the recognition display interface. Only the remaining usage times of 0 times are displayed in the recognition display interface, and a control for immediately obtaining the remaining usage times is displayed. By clicking the immediately obtain control, it will jump to the interface for obtaining usage times, and the user can complete the tasks on this interface to obtain the remaining usage times.

[0123] If it is detected that the remaining usage times of the current user are greater than 0 times, then it is judged whether the interface anti-brush rule is triggered. For example, if it is detected that the user clicks the shooting button multiple times within a specified time, it is judged that the interface anti-brush rule is triggered. At this time, a prompt message "Operation too frequent. Please try again later" is pop-up and displayed in the recognition interface. If it is judged that the interface anti-brush rule is not triggered, then it is detected whether there is a virtual item in the game screen to be recognized.

[0124] In the method provided by the embodiment of the present application, when detecting whether there is a virtual item in the game screen to be recognized, if there is a virtual item in the game screen to be recognized, then perform item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized. If there is no virtual item, then output a first prompt message to indicate to re-obtain the game screen, which can timely feedback the detection situation. When no virtual item is detected, output the first prompt message to inform the user that no virtual item can be recognized in the current game screen to be recognized, and suggest that the user re-obtain the game screen.

[0125] Another possible implementation of the information processing method is also provided in the embodiments of the present application. Figure 6 FIG. 6 is a schematic flow chart of an information processing method provided in the embodiments of the present application. Figure 7 FIG. is a schematic diagram of a display prompt message provided in the embodiments of the present application. As Figure 6 shown, before performing item information recognition on the game screen to be recognized and obtaining the item information recognition result of the game screen to be recognized, the method further includes:

[0126] S601. Perform screen quality detection on the game screen to be recognized.

[0127] Among them, the screen quality detection includes at least one of the following: screen clarity detection, information overlap detection, and tilt angle detection;

[0128] S602. Determine that the screen quality detection result is qualified.

[0129] In this embodiment, before performing item information recognition on the game screen to be recognized, screen quality detection is performed on the game screen to be recognized. The quality of the screen directly affects the accuracy and efficiency of subsequent item information recognition.

[0130] The screen clarity refers to the clarity of the edges and details of the objects in the game screen to be recognized. In the game screen, if the screen is blurred, it may cause problems such as unclear outlines of items and difficult-to-recognize text, thereby affecting the accurate recognition of item information. Specifically, a screen gradient algorithm can be used to detect the screen clarity. The screen gradient reflects the change rate of pixel values in the screen. In a clear screen, the pixel values change greatly at the edges of objects, and the gradient value is also large; while in a blurred screen, the pixel values change smoothly and the gradient value is small. By calculating the overall gradient value of the screen or the gradient value of a specific area and comparing it with a preset clarity threshold, it is determined whether the screen is clear.

[0131] In the game screen to be recognized, there may be a situation where multiple elements overlap each other, such as an item icon overlapping with other elements of the game interface, or text information overlapping with the background pattern. Information overlap will cause some information to be blocked, affecting the complete recognition of item information. A method based on color, shape, or texture features can be used to detect information overlap. For example, by analyzing the color distribution and boundary information of different regions in the screen, it is determined whether there is an overlap phenomenon between regions. Machine learning algorithms can also be used to train and recognize common overlap situations.

[0132] If the game screen to be recognized is tilted, it may cause the shape of the virtual item to deform and the text information to be tilted, thus increasing the difficulty of recognition and even causing recognition errors. The tilt situation of the game screen to be recognized can be judged by detecting the angle of the acquisition frame.

[0133] When all the items to be detected meet the preset standards, it is determined that the result of the screen quality detection is qualified, and the trading platform will continue with the subsequent item information recognition steps to ensure that the item appearance graphic information and the item text description information can be accurately extracted from the game screen to be recognized.

[0134] If the result of the screen quality detection is unqualified, the trading platform will also output corresponding prompt information, such as "The image is blurred, please retake", "The information overlaps, please adjust the screen", or "The screen is tilted, please adjust the angle", etc., to guide the user to re-obtain a game screen that meets the requirements, as Figure 7 shown.

[0135] In the method provided by the embodiment of the present application, by performing screen quality detection on the game screen to be recognized, wherein the screen quality detection includes at least one of the following: screen clarity detection, information overlap detection, tilt angle detection, and determining that the result of the screen quality detection is qualified, the accuracy and reliability of item information recognition can be effectively improved, and recognition errors or recognition failures caused by screen quality problems can be avoided, thereby improving the efficiency and quality of the entire information processing process.

[0136] The embodiment of the present application also provides another possible implementation manner of the information processing method, Figure 8 which is a schematic diagram of an identification display interface provided by the embodiment of the present application, as Figure 8 shown, and the method further includes:

[0137] Displaying the item appearance graphic information, the item text description information, and the item screening result on the identification display interface.

[0138] In this embodiment, after obtaining the item screening result, it jumps to the identification display interface, and displays the item appearance graphic information, the item text description information, and the item screening result. For example, the item appearance graphic information and the item text description information are displayed in the top area of the identification display interface. The item appearance graphic information includes the appearance and color of the target virtual item, and the item text description information includes: level 80, spell damage 19, special effect: super simple, etc.

[0139] The item screening results are displayed in the bottom area of the recognition display interface. If the item screening results include multiple virtual items, the item appearance graphic information, item text description information, etc. of the multiple virtual items are displayed in this area. At this time, the item text description information includes level, spell damage, price, etc. If there are no virtual items in the item screening results, a prompt message indicating that there are no screening results is displayed in this area.

[0140] It should be noted that the virtual items in the item screening results can be divided into items for sale and sold items according to their respective selling attributes, and are displayed in different areas on the recognition display interface, so that users can choose to view items for sale or sold items. In addition, the recognition display interface can also display a screening control, and users can use the screening control to input screening conditions to further screen the virtual items in the item screening results.

[0141] The following continues to explain the device and electronic device for information processing provided in any of the above embodiments of the present application. The specific implementation process and the technical effects generated are the same as those in the corresponding method embodiments described above. For the sake of brief description, for the parts not mentioned in this embodiment, reference can be made to the corresponding content in the method embodiments.

[0142] Figure 9 It is a schematic diagram of the functional modules of a device for information processing provided in an embodiment of the present application.

[0143] As Figure 9 shown, the information processing device 100 includes:

[0144] An acquisition module 110, configured to acquire a game screen to be recognized;

[0145] A recognition module 120, configured to perform item information recognition on the game screen to be recognized, and obtain an item information recognition result of the game screen to be recognized. The item information recognition result includes item appearance graphic information and item text description information. Among them, the item text description information is an attribute description of a target virtual item, and the target virtual item is the virtual item represented by the item appearance graphic information;

[0146] A screening module 130, configured to perform item screening in a preset virtual item database according to the item appearance graphic information and the item text description information, and obtain an item screening result.

[0147] Optionally, the screening module 130 is further configured to perform item screening in a preset virtual item database according to the item appearance graphic information to obtain a first virtual item set, where the first virtual item set is a set of virtual items similar in shape to the target virtual item; perform item screening in the first virtual item set according to the item text description information to obtain a second virtual item set; and obtain an item screening result based on the second virtual item set.

[0148] Optionally, the screening module 130 is further configured to evaluate the target virtual item according to the item text description information to obtain the evaluation value of the target virtual item; and perform item screening in the second virtual item set according to the evaluation value and the selling price of each virtual item in the second virtual item set to obtain an item screening result.

[0149] Optionally, the screening module 130 is further configured to convert the item text description information into a screening value corresponding to a preset screening option; and perform item screening in the first virtual item set based on the screening value to obtain a second virtual item set, where the attributes of the virtual items in the second virtual item set satisfy the screening value.

[0150] Optionally, for each virtual item in the second virtual item set, if the selling price of the virtual item is within the valuation range, the screening module 130 is further configured to determine to add the virtual item to the item screening result.

[0151] Optionally, the item text description information includes: numerical text information and non-numerical text information; if the item text description information contains non-numerical data, the screening module 130 is further configured to use the non-numerical data as the screening value; if the item text description information contains numerical data, the screening module 130 is further configured to determine a target numerical range based on the numerical data and use the target numerical range as the screening value.

[0152] Optionally, the screening module 130 is further configured to evaluate the target virtual item according to the item text description information by using a preset virtual item valuation model to obtain the evaluation value of the target virtual item.

[0153] Optionally, the obtaining module 110 is further configured to obtain the current preview image of the camera as the game screen to be recognized; or obtain the captured image of the camera as the game screen to be recognized; or obtain the uploaded game screen as the game screen to be recognized.

[0154] Optionally, the recognition module 120 is further configured to detect whether there is a virtual item in the game screen to be recognized; if there is a virtual item in the game screen to be recognized, perform item information recognition on the game screen to be recognized to obtain an item information recognition result of the game screen to be recognized; if there is no virtual item, output a prompt message to indicate to re-obtain the game screen.

[0155] Optionally, the device further includes:

[0156] a detection module, configured to perform screen quality detection on the game screen to be recognized, where the screen quality detection includes at least one of the following: screen clarity detection, information overlap detection, and tilt angle detection;

[0157] a determination module, configured to determine that the screen quality detection result is qualified.

[0158] Optionally, the device further includes:

[0159] A display module, configured to display the appearance graphic information, text description information of the item, and the item screening result on the recognition display interface.

[0160] The above device is used to execute the method provided in the foregoing embodiment, and its implementation principle and technical effects are similar, and will not be described in detail herein.

[0161] The above modules may be one or more integrated circuits configured to implement the above method. For example: one or more Application Specific Integrated Circuits (ASICs), or, one or more microprocessors, or, one or more Field Programmable Gate Arrays (FPGAs), etc. Again, when a certain module above is implemented in the form of a processing element scheduling program code, the processing element may be a general-purpose processor, such as a Central Processing Unit (CPU) or other processors that can call program code. Again, these modules may be integrated together and implemented in the form of a system-on-a-chip (SOC).

[0162] Figure 10 A schematic diagram of an electronic device provided by an embodiment of the present application. The electronic device can be used for information processing. As Figure 10 shown, the electronic device includes: a processor 210, a storage medium 220, and a bus 230.

[0163] The storage medium 220 stores machine-readable instructions executable by the processor 210. When the electronic device runs, the processor 210 communicates with the storage medium 220 through the bus 230, and the processor 210 executes the machine-readable instructions. The executed method includes:

[0164] Obtain the game screen to be recognized;

[0165] Perform item information recognition on the game screen to be recognized to obtain an item information recognition result of the game screen to be recognized. The item information recognition result includes: appearance graphic information of the item and text description information of the item. Among them, the text description information of the item is an attribute description of the target virtual item, and the target virtual item is the virtual item represented by the appearance graphic information of the item;

[0166] Perform item screening in a preset virtual item database according to the appearance graphic information of the item and the text description information of the item to obtain an item screening result.

[0167] Optionally, according to the item appearance graphic information and the item text description information, perform item screening in a preset virtual item database to obtain an item screening result, including:

[0168] According to the item appearance graphic information, perform item screening in a preset virtual item database to obtain a first virtual item set, where the first virtual item set is a set of virtual items similar in shape to the target virtual item;

[0169] According to the item text description information, perform item screening in the first virtual item set to obtain a second virtual item set;

[0170] Based on the second virtual item set, obtain the item screening result.

[0171] Optionally, based on the second virtual item set, obtain the item screening result, including:

[0172] According to the item text description information, estimate the target virtual item to obtain the estimated value of the target virtual item;

[0173] According to the estimated value and the selling price of each virtual item in the second virtual item set, perform item screening in the second virtual item set to obtain the item screening result.

[0174] Optionally, according to the item text description information, perform item screening in the first virtual item set to obtain a second virtual item set, including:

[0175] Convert the item text description information into a screening value corresponding to a preset screening option;

[0176] Based on the screening value, perform item screening in the first virtual item set to obtain a second virtual item set, where the attributes of the virtual items in the second virtual item set meet the screening value.

[0177] Optionally, the estimated value is an estimated range; according to the estimated value and the selling price of each virtual item in the second virtual item set, perform item screening in the second virtual item set, including:

[0178] For each virtual item in the second virtual item set, if the selling price of the virtual item is within the estimated range, determine to add the virtual item to the item screening result.

[0179] Optionally, the item text description information includes: numerical text information, non-numerical text information;

[0180] Convert the item text description information into a screening value corresponding to a preset screening condition, including:

[0181] If the item text description information contains non-numerical data, use the non-numerical data as the screening value;

[0182] If the item text description information contains numerical data, determine the target numerical range based on the numerical data, and use the target numerical range as the screening value.

[0183] Optionally, according to the item text description information, estimate the value of the target virtual item to obtain the estimated value of the target virtual item, including:

[0184] According to the item text description information, use a preset virtual item valuation model to estimate the value of the target virtual item to obtain the estimated value of the target virtual item.

[0185] Optionally, obtain the game screen to be recognized, including:

[0186] Obtain the current preview image of the camera as the game screen to be recognized;

[0187] Or, obtain the captured image of the camera as the game screen to be recognized;

[0188] Or, obtain the uploaded game screen as the game screen to be recognized.

[0189] Optionally, perform item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized, including:

[0190] Detect whether there is a virtual item in the game screen to be recognized;

[0191] If there is a virtual item in the game screen to be recognized, perform item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized;

[0192] If there is no virtual item, output a prompt message to indicate to obtain the game screen again.

[0193] Optionally, before performing item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized, the method further includes:

[0194] Perform screen quality detection on the game screen to be recognized, and the screen quality detection includes at least one of the following: screen clarity detection, information overlap detection, tilt angle detection;

[0195] Determine that the screen quality detection result is qualified.

[0196] Optionally, the method further includes:

[0197] Display the item appearance graphic information, item text description information, and item screening result on the recognition display interface.

[0198] Optionally, the present application further provides a storage medium 220, on which a computer program is stored. When the computer program is run by a processor, the steps of the above method embodiment are executed.

[0199] Among them, when the program is executed by the processor, the method executed may include:

[0200] Obtain the game screen to be recognized;

[0201] Perform item information recognition on the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized. The item information recognition result includes: item appearance graphic information and item text description information. Among them, the item text description information is an attribute description of the target virtual item, and the target virtual item is the virtual item represented by the item appearance graphic information;

[0202] Perform item screening in a preset virtual item database according to the item appearance graphic information and the item text description information to obtain an item screening result.

[0203] Optionally, performing item screening in a preset virtual item database according to the item appearance graphic information and the item text description information to obtain an item screening result includes:

[0204] Perform item screening in a preset virtual item database according to the item appearance graphic information to obtain a first virtual item set, where the first virtual item set is a set of virtual items similar in shape to the target virtual item;

[0205] Perform item screening in the first virtual item set according to the item text description information to obtain a second virtual item set;

[0206] Based on the second virtual item set, obtain the item screening result.

[0207] Optionally, obtaining the item screening result based on the second virtual item set includes:

[0208] Evaluate the target virtual item according to the item text description information to obtain the evaluation value of the target virtual item;

[0209] Perform item screening in the second virtual item set according to the evaluation value and the selling price of each virtual item in the second virtual item set to obtain the item screening result.

[0210] Optionally, performing item screening in the first virtual item set according to the item text description information to obtain a second virtual item set includes:

[0211] Convert the item text description information into a screening value corresponding to a preset screening item;

[0212] Filter items in the first virtual item set based on the filtering value to obtain a second virtual item set, where the attributes of the virtual items in the second virtual item set meet the filtering value.

[0213] Optionally, the evaluation value is an estimated price range; filter items in the second virtual item set according to the evaluation value and the selling price of each virtual item in the second virtual item set, including:

[0214] For each virtual item in the second virtual item set, if the selling price of the virtual item is within the estimated price range, determine to add the virtual item to the item filtering result.

[0215] Optionally, the item text description information includes: numerical text information, non-numerical text information;

[0216] Convert the item text description information into a filtering value corresponding to a preset filtering condition, including:

[0217] If the item text description information contains non-numerical data, use the non-numerical data as the filtering value;

[0218] If the item text description information contains numerical data, determine the target numerical range based on the numerical data and use the target numerical range as the filtering value.

[0219] Optionally, estimate the value of the target virtual item according to the item text description information to obtain the evaluation value of the target virtual item, including:

[0220] Estimate the value of the target virtual item according to the item text description information by using a preset virtual item valuation model to obtain the evaluation value of the target virtual item.

[0221] Optionally, obtain the game screen to be recognized, including:

[0222] Obtain the current preview image of the camera as the game screen to be recognized;

[0223] Or, obtain the captured image of the camera as the game screen to be recognized;

[0224] Or, obtain the uploaded game screen as the game screen to be recognized.

[0225] Optionally, identify the item information of the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized, including:

[0226] Detect whether there are virtual items in the game screen to be recognized;

[0227] If there are virtual items in the game screen to be recognized, identify the item information of the game screen to be recognized to obtain the item information recognition result of the game screen to be recognized;

[0228] If there is no virtual item, output a prompt message to indicate to obtain the game screen again.

[0229] Optionally, before performing item information recognition on the game screen to be recognized and obtaining the item information recognition result of the game screen to be recognized, the method further includes:

[0230] Perform screen quality detection on the game screen to be recognized, and the screen quality detection includes at least one of the following: screen clarity detection, information overlap detection, tilt angle detection;

[0231] Determine that the screen quality detection result is qualified.

[0232] Optionally, the method further includes:

[0233] Display the item appearance graphic information, item text description information, and item screening result on the recognition display interface.

[0234] In several embodiments provided by the present invention, it should be understood that the disclosed device and method can be implemented in other ways. For example, the device embodiments described above are merely illustrative. For example, the division of the units is only a logical function division. In actual implementation, there may be other division methods. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point, the displayed or discussed mutual coupling or direct coupling or communication connection can be through some interfaces. The indirect coupling or communication connection of the device or unit can be in an electrical, mechanical or other form.

[0235] The units described as separate components may or may not be physically separated. The components displayed as units may or may not be physical units, that is, they can be located in one place, or can be distributed to multiple network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0236] In addition, each functional unit in various embodiments of the present invention can be integrated in a processing unit, or each unit can exist physically alone, or two or more units can be integrated in one unit. The above integrated units can be implemented in the form of hardware, or in the form of hardware plus software functional units.

[0237] The integrated unit implemented in the form of software functional units can be stored in a computer-readable storage medium. The above-mentioned software functional units are stored in a storage medium and include several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) or a processor (English: processor) to execute some steps of the methods described in various embodiments of the present invention. The aforementioned storage medium includes: various media that can store program codes such as USB flash drives, mobile hard disks, read-only memories (English: Read-Only Memory, abbreviated as: ROM), random access memories (English: Random Access Memory, abbreviated as: RAM), magnetic disks, or optical discs.

[0238] The above are only specific embodiments of the present invention, but the protection scope of the present invention is not limited thereto. Any person skilled in the art within the technical scope disclosed by the present invention can easily think of changes or substitutions, which should all be covered by the protection scope of the present invention. Therefore, the protection scope of the present invention should be subject to the protection scope of the claims.

Claims

1. A method of information processing, characterized in that: The method comprises: Get the game screen to be identified; Performing item information recognition on the to-be-recognized game screen to obtain an item information recognition result of the to-be-recognized game screen, wherein the item information recognition result includes: item appearance graphic information and item text description information, wherein the item text description information is a property description of a target virtual item, and the target virtual item is a virtual item represented by the item appearance graphic information; Items are screened in a preset virtual item database according to the item appearance graphic information and the item text description information to obtain item screening results.

2. The method according to claim 1, characterized in that The item screening in a preset virtual item database according to the item appearance graphic information and the item text description information to obtain the item screening result includes: Filtering items in the preset virtual item database according to the item appearance graphic information to obtain a first virtual item set, where the first virtual item set is a set of virtual items that are similar in appearance to the target virtual item; Filtering items in the first virtual item set according to the item text description information to obtain a second virtual item set; The item screening result is obtained based on the second virtual item set.

3. The method according to claim 2, characterized in that The obtaining an item screening result based on the second virtual item set includes: According to the text description information of the item, the target virtual item is evaluated to obtain the evaluation value of the target virtual item; Items in the second set of virtual items are screened according to the assessed value and the selling price of each virtual item in the second set of virtual items to obtain the item screening result.

4. The method according to claim 2, characterized in that: The step of screening items in the first virtual item set according to the item text description information to obtain a second virtual item set includes: Convert the text description information of the item into a filter value corresponding to a preset filter item; Items are screened in the first virtual item set based on the screening value to obtain the second virtual item set, wherein the attributes of the virtual items in the second virtual item set satisfy the screening value.

5. The method according to claim 3, characterized in that: The assessed value is a valuation range; and screening items in the second set of virtual items according to the assessed value and the selling price of each virtual item in the second set of virtual items includes: For each virtual item in the second virtual item set, if the selling price of the virtual item is within the estimated price range, determine to add the virtual item to the item screening result.

6. The method according to claim 4, characterized in that The item text description information includes: numerical text information and non-numerical text information; The step of converting the text description information of the item into a screening value corresponding to a preset screening condition includes: If the item text description information contains non-numeric data, the non-numeric data is used as a screening value; If the text description information of the item includes numerical data, a target numerical range is determined based on the numerical data, and the target numerical range is used as a screening value.

7. The method according to claim 3, characterized in that The step of evaluating the target virtual item according to the item text description information to obtain the evaluation value of the target virtual item includes: According to the text description information of the item, a preset virtual item valuation model is used to value the target virtual item to obtain the estimated value of the target virtual item.

8. The method according to claim 1, characterized in that The step of obtaining the game screen to be identified includes: Acquire the current preview image of the camera as the game screen to be identified; or, Acquire the image captured by the camera as the game screen to be identified; or, The uploaded game screen is obtained as the game screen to be identified.

9. The method according to claim 1, characterized in that: The step of performing item information recognition on the to-be-recognized game screen to obtain an item information recognition result of the to-be-recognized game screen includes: Detecting whether there is a virtual item in the game screen to be identified; If there is a virtual item in the game screen to be identified, then identifying the item information of the game screen to be identified to obtain an item information identification result of the game screen to be identified; If the virtual item is not available, a prompt message is output to instruct the user to re-acquire the game screen.

10. The method according to claim 1, characterized in that Before performing item information recognition on the to-be-recognized game screen to obtain an item information recognition result of the to-be-recognized game screen, the method further includes: Performing a picture quality detection on the game picture to be identified, wherein the picture quality detection includes at least one of the following: picture clarity detection, information overlap detection, and tilt angle detection; Determine that the picture quality detection result is qualified.

11. The method according to claim 1, characterized in that: The method further comprises: The item appearance graphic information, the item text description information and the item screening result are displayed on the identification display interface.

12. An information processing device, characterized in that: The device comprises: An acquisition module, used to acquire the game screen to be identified; an identification module, configured to identify item information of the game screen to be identified, and obtain an item information identification result of the game screen to be identified, wherein the item information identification result includes: item appearance graphic information, and item text description information, wherein the item text description information is a property description of a target virtual item, and the target virtual item is a virtual item represented by the item appearance graphic information; The screening module is used to screen items in a preset virtual item database according to the item appearance graphic information and the item text description information to obtain item screening results.

13. An electronic device, characterized in that: include: A processor, a storage medium and a bus, wherein the storage medium stores program instructions executable by the processor, and when the electronic device is running, the processor and the storage medium communicate via the bus, and the processor executes the program instructions to perform the steps of the information processing method as described in any one of claims 1 to 11.

14. A computer-readable storage medium, characterized in that: The storage medium stores a computer program, and when the computer program is executed by a processor, the steps of the information processing method according to any one of claims 1 to 11 are executed.

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