Biological asset supervision method and device

Abstract

The invention provides a biological asset supervision method and device. The method comprises the following steps: acquiring a biological asset image of a target pasture; performing biological asset checking based on the biological asset image of the target pasture to obtain a biological asset checking result of the target pasture; and obtaining a biological asset supervision result of the target pasture based on the biological asset checking result of the target pasture and the biological asset supervision information of the target pasture. The device is used for executing the method. According to the biological asset supervision method and device provided by the embodiment of the invention, the risk of bank biological asset mortgage business is reduced.

Description

Technical Field

[0001] This invention relates to the field of financial technology, specifically to a method and apparatus for monitoring biological assets. Background Technology

[0002] Bank biological asset pledging is an innovative model that deeply integrates financial services with the agricultural industry. It breaks through the limitations of collateral in traditional financing, transforming live or growing assets such as livestock, poultry, trees, and aquatic products into financing chips, providing stable financial support for production, operation, and technological upgrading. This is conducive to promoting the large-scale and modern development of agriculture and facilitating the upgrading of the industrial chain.

[0003] In existing technologies, the supervision methods for bank bio-asset pledges include manual, unscheduled inspections and bio-tag supervision. Manual supervision suffers from high costs and information asymmetry, while bio-tag supervision is prone to issues such as tags being removed and installed on other organisms or items, easily altering the information of the pledged bio-asset. Both of these increase the risks of bank bio-asset pledge transactions. Therefore, how to propose a bio-asset supervision method that can reduce the risks of bio-asset pledge transactions has become an important issue that urgently needs to be addressed in this field. Summary of the Invention

[0004] In view of the problems in the prior art, embodiments of the present invention provide a method and apparatus for the supervision of biological assets, which can at least partially solve the problems existing in the prior art.

[0005] In a first aspect, this invention proposes a method for the supervision of biological assets, comprising:

[0006] Acquire images of the biological assets of the target ranch;

[0007] A biological asset inventory is conducted based on the images of the biological assets of the target ranch to obtain the biological asset inventory results of the target ranch.

[0008] Based on the inventory results of the biological assets of the target ranch and the biological asset supervision information of the target ranch, the biological asset supervision results of the target ranch are obtained.

[0009] Furthermore, the biological asset inventory based on the biological asset images of the target pasture, to obtain the biological asset inventory results of the target pasture, includes:

[0010] The number of biological assets for each electronic fence is obtained based on the biological asset images and inventory patterns of each electronic fence.

[0011] The number of biological assets in each enclosure is obtained based on the number of biological assets in each electronic fence included in each enclosure; the correspondence between each enclosure and the electronic fence is preset.

[0012] The total number of biological assets of the target ranch is obtained based on the number of biological assets in each pen of the target ranch.

[0013] Furthermore, the inventory mode includes a normal inventory mode; correspondingly, based on the biological asset image of the electronic fence and the normal inventory mode, the quantity of biological assets in the electronic fence is obtained including:

[0014] The number of biological assets in the electronic fence is obtained based on the images of the biological assets in the electronic fence and the corresponding biometric model; wherein the biometric model is obtained in advance.

[0015] Furthermore, the inventory mode includes an automated inventory mode; correspondingly, based on the biological asset image of the electronic fence and the automated inventory mode, the quantity of biological assets in the electronic fence is obtained including:

[0016] Based on the biometric images of biological assets during the target time period and the biometric model, a sequence of changes in the number of biological assets during the target time period is obtained; wherein, the biometric model is obtained in advance;

[0017] Based on the sequence of changes in the number of biological assets during the target time period, the peak values ​​of multiple biological asset quantities during the target time period are obtained;

[0018] The number of biological assets in the electronic fence is obtained by summing the peak values ​​of multiple biological asset quantities during the target time period.

[0019] Furthermore, there are multiple target time periods; correspondingly, the number of biological assets obtained by summing the peak values ​​of the multiple biological asset quantities based on the target time periods includes:

[0020] Calculate the sum of the peak values ​​of multiple biological assets for each target time period, and use this sum as the number of biological assets for each target time period.

[0021] Calculate the average number of biological assets corresponding to multiple target time periods, and use this average as the number of biological assets in the electronic fence.

[0022] Furthermore, obtaining the biological asset supervision results of the target ranch based on the biological asset inventory results and the biological asset supervision information of the target ranch includes:

[0023] Calculate the ratio of the total number corresponding to the inventory results of the biological assets of the target ranch to the total number corresponding to the regulatory information of the biological assets of the target ranch, and obtain the regulatory ratio.

[0024] If it is determined that the regulatory ratio is less than the regulatory threshold, the regulatory result of the biological assets of the target ranch is determined to be abnormal and a regulatory alarm is generated.

[0025] Furthermore, the biological asset supervision method provided in this embodiment of the invention also includes:

[0026] The results of the biological asset inventory of the target ranch are presented in the form of charts.

[0027] In a second aspect, the present invention provides a biological asset monitoring device, comprising:

[0028] The acquisition module is used to acquire images of the biological assets of the target ranch;

[0029] The inventory module is used to perform an inventory of biological assets based on the images of the biological assets of the target ranch, and to obtain the inventory results of the biological assets of the target ranch.

[0030] The acquisition module is used to obtain the biological asset supervision results of the target ranch based on the biological asset inventory results and the biological asset supervision information of the target ranch.

[0031] Thirdly, the present invention provides a computer device including a memory, a processor, and a computer program stored in the memory, wherein the processor executes the program to implement the biological asset supervision method described in any of the above embodiments.

[0032] Fourthly, the present invention provides a computer-readable storage medium storing a computer program / instructions that, when executed by a processor, implement the biological asset supervision method described in any of the above embodiments.

[0033] Fifthly, the present invention provides a computer program product, including a computer program / instruction that, when executed by a processor, implements the biological asset supervision method described in any of the above embodiments.

[0034] The biological asset supervision method and apparatus provided in this invention can acquire images of biological assets of a target ranch; conduct an inventory of biological assets based on the images of biological assets of the target ranch to obtain the inventory results of biological assets of the target ranch; and obtain the supervision results of biological assets of the target ranch based on the inventory results of biological assets of the target ranch and the supervision information of biological assets of the target ranch. This can promptly detect problems with biological assets and reduce the risk of bank biological asset mortgage business. Attached Figure Description

[0035] To more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort. In the drawings:

[0036] Figure 1 This is a flowchart illustrating the biological asset supervision method provided in the first embodiment of the present invention.

[0037] Figure 2 This is a flowchart illustrating the biological asset supervision method provided in the second embodiment of the present invention.

[0038] Figure 3 This is a flowchart illustrating the biological asset supervision method provided in the third embodiment of the present invention.

[0039] Figure 4 This is a flowchart illustrating the biological asset supervision method provided in the fourth embodiment of the present invention.

[0040] Figure 5 This is a flowchart illustrating the biological asset supervision method provided in the fifth embodiment of the present invention.

[0041] Figure 6 This is a schematic diagram of the biological asset monitoring device provided in the sixth embodiment of the present invention.

[0042] Figure 7 This is a schematic diagram of the structure of the biological asset monitoring device provided in the seventh embodiment of the present invention.

[0043] Figure 8 This is a schematic diagram of the structure of the biological asset monitoring device provided in the eighth embodiment of the present invention.

[0044] Figure 9 This is a schematic diagram of the structure of the biological asset monitoring device provided in the ninth embodiment of the present invention.

[0045] Figure 10 This is a schematic diagram of the structure of the biological asset monitoring device provided in the tenth embodiment of the present invention.

[0046] Figure 11 This is a schematic diagram of the physical structure of the computer device provided in the eleventh embodiment of the present invention. Detailed Implementation

[0047] To make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the embodiments of the present invention will be further described in detail below with reference to the accompanying drawings. Here, the illustrative embodiments and their descriptions are used to explain the present invention, but are not intended to limit the present invention. It should be noted that, unless otherwise specified, the embodiments and features in the embodiments of this application can be combined with each other. The acquisition, storage, use, and processing of data in the technical solutions of this application all comply with relevant laws and regulations. The user information in the embodiments of this application is obtained through legal and compliant means, and the acquisition, storage, use, and processing of user information have been authorized and agreed upon by the customer.

[0048] To facilitate understanding of the technical solution provided in this application, the relevant content of the technical solution in this application will be explained below.

[0049] Biological assets refer to living animals and plants. In this embodiment of the invention, since this application focuses on the supervision of biological assets in ranches, biological assets include cattle, sheep, horses, etc.

[0050] This application employs AI image automatic recognition and target detection technology to identify images of biological assets monitored by ranch cameras, analyze the quantity and types of biological assets in the ranch, and solve the problems of information asymmetry and high cost of manual supervision methods, as well as the problem of biological information being tampered with in biolabel supervision methods.

[0051] The following description uses a server as an example to illustrate the specific implementation process of the biological asset supervision method provided in this embodiment of the invention. It should be understood that the execution entity of the biological asset supervision method provided in this embodiment of the invention is not limited to a server.

[0052] Figure 1 This is a flowchart illustrating a biological asset supervision method provided in an embodiment of the present invention, as shown below. Figure 1 As shown, the biological asset supervision method provided in this embodiment of the invention includes:

[0053] S101. Obtain images of the biological assets of the target ranch;

[0054] Specifically, cameras installed on the target ranch can monitor the biological assets of the ranch, collect images of these assets, and then upload them to a database for storage. The server can then retrieve the images of the target ranch's biological assets from the database. The target ranch is a ranch that requires biological asset monitoring. The database is selected based on actual needs, and this embodiment of the invention does not impose any limitations.

[0055] Understandably, cameras can be installed on the target ranch and their angles adjusted, with a sufficient number of cameras to collect data on the ranch's biological assets. The cameras can be set to capture frames (screenshots) every 20 seconds.

[0056] In some embodiments, in order to reduce the amount of data transmitted, the collected biological asset images can be compressed before being uploaded to the database.

[0057] S102. Conduct a biological asset inventory based on the biological asset images of the target ranch to obtain the biological asset inventory results of the target ranch;

[0058] Specifically, based on the images of the biological assets in the target ranch, the server can identify the types and quantities of the biological assets, enabling automatic inventory of the biological assets and obtaining the inventory results of the biological assets in the target ranch. The inventory results may include the types and quantities of the biological assets.

[0059] In some embodiments, in order to more accurately identify biological assets, the images of biological assets can be preprocessed, such as noise removal to eliminate noise generated during image acquisition, and illumination and contrast optimization to solve problems such as uneven illumination and abnormal brightness. The selection can be made according to actual needs, and the embodiments of the present invention are not limited thereto.

[0060] S103. Based on the inventory results of the biological assets of the target ranch and the biological asset supervision information of the target ranch, obtain the biological asset supervision results of the target ranch.

[0061] Specifically, the server compares the inventory results of the target ranch's biological assets with the target ranch's biological asset supervision information to obtain the target ranch's biological asset supervision results, thereby determining whether there are any anomalies in the target ranch's biological assets. If any anomalies are found in the target ranch's biological assets, a timely warning can be issued.

[0062] The biological asset supervision information of the target ranch is pre-entered and may include the types, quantities, pen information, ranch information, etc. of biological assets that need to be supervised in the target ranch. It can be set according to actual needs, and this embodiment of the invention does not limit it.

[0063] In some embodiments, the biological asset supervision result of the target ranch is normal or abnormal. Normal indicates that the biological asset inventory result of the target ranch matches the biological asset supervision information of the target ranch; abnormal indicates that the biological asset inventory result of the target ranch does not match the biological asset supervision information of the target ranch, and an early warning needs to be issued.

[0064] The biological asset supervision method provided in this invention can acquire images of biological assets of a target ranch; conduct an inventory of biological assets based on the images of biological assets of the target ranch to obtain the inventory results of biological assets of the target ranch; and obtain the supervision results of biological assets of the target ranch based on the inventory results of biological assets of the target ranch and the supervision information of biological assets of the target ranch. This method can promptly identify problems with biological assets and reduce the risk of banks' biological asset mortgage business.

[0065] Figure 2 This is a flowchart illustrating a biological asset supervision method provided in another embodiment of the present invention, as shown below. Figure 2 As shown, based on the above embodiments, the step of conducting a biological asset inventory based on the biological asset images of the target pasture to obtain the biological asset inventory results of the target pasture includes:

[0066] S201. Based on the biological asset images and inventory patterns of each electronic fence, obtain the number of biological assets for each electronic fence.

[0067] Specifically, to facilitate the inventory of biological assets in the target ranch, the target ranch can correspond to multiple pens, each pen corresponding to at least one electronic fence. The electronic fence serves as the minimum area for biological asset inventory. Based on the biological asset images and inventory modes displayed on the electronic fences, the biological assets corresponding to each electronic fence are inventoried to obtain the quantity of biological assets within that electronic fence. Each electronic fence has a corresponding inventory mode; different electronic fences can employ different inventory modes. The inventory modes are preset.

[0068] For example, inventory modes include standard inventory mode and automated inventory mode. Standard inventory mode is suitable for penned biological assets, requiring cameras to cover all pens; automated inventory mode is suitable for biological assets that undergo scheduled centralized operations every day, such as dairy cows that are milked daily, requiring cameras to cover the centralized milking area.

[0069] S202. Obtain the number of biological assets in each enclosure based on the number of biological assets in each electronic fence included in each enclosure; wherein, the correspondence between each enclosure and the electronic fence is preset.

[0070] Specifically, the number of biological assets in each electronic fence included in the enclosure is counted as the number of biological assets in the enclosure. The enclosure and electronic fence are set up in advance.

[0071] S203. Based on the quantity of biological assets in each pen of the target ranch, obtain the inventory results of the biological assets of the target ranch.

[0072] Specifically, the total number of biological assets in each pen of the target ranch is obtained by summing the quantities of biological assets in each pen. The inventory results of the biological assets of the target ranch may include the total number of biological assets in the target ranch.

[0073] Based on the above embodiments, the inventory mode further includes a normal inventory mode; correspondingly, obtaining the number of biological assets in the electronic fence based on the biological asset image of the electronic fence and the normal inventory mode includes:

[0074] The number of biological assets in the electronic fence is obtained based on the images of the biological assets in the electronic fence and the corresponding biometric model; wherein the biometric model is obtained in advance.

[0075] Specifically, the inventory mode includes a normal inventory mode, where the server can use a biometric model to identify the biological asset images of the electronic fence and determine the species and quantity of biological assets within the electronic fence. The biometric model is pre-obtained.

[0076] In some embodiments, images of different biological assets can be collected to train a machine learning model, thereby obtaining a biometric model. The machine learning model is selected according to actual needs, and this embodiment of the invention does not impose any limitations.

[0077] Figure 3 This is a flowchart illustrating a biological asset supervision method provided in another embodiment of the present invention, as shown below. Figure 3 As shown, based on the above embodiments, the inventory mode further includes an automated inventory mode; correspondingly, obtaining the number of biological assets in the electronic fence based on the biological asset image of the electronic fence and the automated inventory mode includes:

[0078] S301. Based on the biometric asset images and biometric model of the target time period of the electronic fence, obtain the sequence of changes in the number of biometric assets during the target time period; wherein, the biometric model is obtained in advance;

[0079] Specifically, for biological assets that undergo scheduled, concentrated operations daily, inventory checks can be conducted during those times. An electronic fence corresponds to the area of ​​concentrated operation, and a target time period corresponds to the specific time of the operation. By using a biometric model to identify the biological asset images within the target time period of the electronic fence, the sequence of changes in the number of biological assets during that time period can be obtained.

[0080] For biological assets that have scheduled centralized operations every day, the time it takes for each biological asset to complete the operation varies. In the centralized operation area, biological assets that need to be operated will enter, and biological assets that have completed the operation will leave. The number of biological assets in the centralized operation area will change dynamically. The dynamic change of the number of biological assets in the centralized operation area over time is identified as a sequence of changes in the number of biological assets in the target time period.

[0081] S302. Based on the sequence of changes in the number of biological assets during the target time period, obtain the peak values ​​of multiple biological asset quantities during the target time period;

[0082] Specifically, the server can obtain multiple peak values ​​of biological asset quantity from the biological asset quantity change sequence of the target time period, and each peak value of biological asset quantity is the peak value of a certain subsequence in the biological asset quantity change sequence.

[0083] For example, in a dairy cow milking scenario, the number of milking positions in a concentrated milking area is less than the number of cows. During milking, cows will enter and leave the milking positions in succession, repeating this cycle until milking is complete. This will result in peaks and troughs in the number of cows in the milking area. By summing the peaks, the total number of cows can be approximated.

[0084] In some embodiments, a filtering algorithm can be used to recursively traverse the sequence of changes in the number of biological assets throughout the target time period, cut out subsequence segments including peaks and troughs, and record the maximum value (i.e., peak) of each subsequence segment.

[0085] S303. Obtain the number of biological assets in the electronic fence based on the sum of the peak values ​​of multiple biological asset quantities during the target time period.

[0086] Specifically, the server can calculate the sum of the peak values ​​of multiple biological assets during the target time period as the number of biological assets in the electronic fence.

[0087] Figure 4 This is a flowchart illustrating the biological asset supervision method provided in the fourth embodiment of the present invention, as shown below. Figure 4 As shown, based on the above embodiments, there are multiple target time periods; correspondingly, obtaining the number of biological assets in the electronic fence based on the sum of the peak values ​​of the multiple biological asset quantities during the target time periods includes:

[0088] S401. Calculate the sum of the peak values ​​of the number of multiple biological assets in each target time period, and use this sum as the number of biological assets corresponding to each target time period.

[0089] Specifically, for certain biological assets, there are multiple concentrated operations per day. To improve the reliability of biological asset inventory, an asset inventory is performed during each concentrated operation. The server can calculate the sum of the peak quantities of multiple biological assets for each target time period, which is taken as the corresponding biological asset quantity for each target time period.

[0090] For example, when milking dairy cows, milking can be done three times a day. Each milking yields a quantity of biological assets corresponding to a target time period, and three such quantities can be obtained.

[0091] S402. Calculate the average number of biological assets corresponding to multiple target time periods, and use it as the number of biological assets in the electronic fence.

[0092] Specifically, the server calculates the average number of biological assets corresponding to multiple target time periods, which is used as the number of biological assets in the electronic fence.

[0093] Figure 5 This is a flowchart illustrating the biological asset supervision method provided in the fifth embodiment of the present invention, as shown below. Figure 5 As shown, based on the above embodiments, further, obtaining the biological asset supervision results of the target ranch based on the biological asset inventory results and the biological asset supervision information of the target ranch includes:

[0094] S501. Calculate the ratio of the total number corresponding to the inventory results of the biological assets of the target ranch to the total number corresponding to the regulatory information of the biological assets of the target ranch, and obtain the regulatory ratio.

[0095] Specifically, the inventory results of the target ranch's biological assets may include the types of biological assets and the quantities of each type, with the sum of the quantities of each type of biological asset being the total number corresponding to the target ranch's biological asset inventory results. The biological asset supervision information of the target ranch may include the types of biological assets that need to be monitored at the target ranch and the quantities of each type of biological asset, with the sum of the quantities of each type of biological asset being the total number corresponding to the target ranch's biological asset supervision information.

[0096] The server calculates the ratio of the total number corresponding to the inventory results of the biological assets of the target ranch to the total number corresponding to the regulatory information of the biological assets of the target ranch, and uses this ratio as the regulatory ratio.

[0097] S502. If it is determined that the regulatory ratio is less than the regulatory threshold, the regulatory result of the biological assets of the target ranch is determined to be abnormal and a regulatory alarm is generated.

[0098] Specifically, the regulatory ratio is compared with the regulatory threshold. If the regulatory ratio is less than the regulatory threshold, the regulatory result of the biological assets of the target ranch is abnormal and a regulatory alarm will be generated so as to deal with the potential risks of the target ranch in a timely manner.

[0099] Based on the above embodiments, the biological asset supervision method provided by the embodiments of the present invention further includes:

[0100] The results of the biological asset inventory of the target ranch are presented in the form of charts.

[0101] Specifically, the inventory results of the biological assets of the target ranch can be displayed in the form of charts to present the results more intuitively.

[0102] For example, the types and quantities of biological assets included in the inventory results of the target ranch's biological assets can be displayed using line charts and bar charts.

[0103] This application utilizes different inventory models to conduct inventory of the biological assets of ranches supervised by banks, enabling banks to remotely monitor biological assets before and after lending. This effectively solves the problems of high monitoring costs, information asymmetry, and difficulty in guaranteeing quality under existing inventory methods, improves the reliability of biological asset monitoring, and reduces the risks of biological asset mortgage business.

[0104] Figure 6 This is a schematic diagram of the structure of the biological asset monitoring device provided in the sixth embodiment of the present invention, as shown below. Figure 6 As shown, the biological asset monitoring device provided in this embodiment of the invention includes an acquisition module 601, an inventory module 602, and a obtaining module 603, wherein:

[0105] The acquisition module 601 is used to acquire images of the biological assets of the target ranch; the inventory module 602 is used to conduct an inventory of the biological assets based on the images of the biological assets of the target ranch and obtain the inventory results of the biological assets of the target ranch; the acquisition module 603 is used to obtain the supervision results of the biological assets of the target ranch based on the inventory results of the biological assets of the target ranch and the supervision information of the biological assets of the target ranch.

[0106] Specifically, cameras installed at the target ranch can monitor the biological assets of the ranch, collect images of these assets, and then upload them to a database for storage. The acquisition module 601 can retrieve the images of the biological assets of the target ranch from the database. The target ranch is a ranch that requires biological asset monitoring. The database is selected based on actual needs, and this embodiment of the invention does not impose any limitations.

[0107] The inventory module 602, based on the images of the biological assets of the target ranch, can identify the types and quantities of biological assets, thereby achieving automatic inventory of the biological assets and obtaining the inventory results of the biological assets of the target ranch. The biological asset inventory results may include the types and quantities of biological assets.

[0108] The acquisition module 603 compares the inventory results of the biological assets of the target ranch with the biological asset supervision information of the target ranch to obtain the biological asset supervision results of the target ranch, thereby determining whether there are any abnormalities in the biological assets of the target ranch. If there are any abnormalities in the biological assets of the target ranch, an early warning can be issued in a timely manner.

[0109] The biological asset monitoring device provided in this embodiment of the invention can acquire images of biological assets of a target ranch; conduct an inventory of biological assets based on the images of biological assets of the target ranch to obtain the inventory results of biological assets of the target ranch; and obtain the monitoring results of biological assets of the target ranch based on the inventory results of biological assets of the target ranch and the monitoring information of biological assets of the target ranch. This device can promptly detect problems with biological assets and reduce the risk of bank biological asset mortgage business.

[0110] Figure 7 This is a schematic diagram of the structure of the biological asset monitoring device provided in the seventh embodiment of the present invention, as shown below. Figure 7 As shown, based on the above embodiments, the inventory module 602 further includes a first obtaining unit 6021, a second obtaining unit 6022, and a obtaining unit 6023, wherein:

[0111] The first obtaining unit 6021 is used to obtain the number of biological assets in each electronic fence based on the biological asset image and inventory mode of each electronic fence; the second obtaining unit 6022 is used to obtain the number of biological assets in each pen based on the number of biological assets in each electronic fence included in each pen; wherein, the correspondence between each pen and the electronic fence is preset; the obtaining unit 6023 is used to obtain the total number of biological assets in the target pasture based on the number of biological assets in each pen of the target pasture.

[0112] Based on the above embodiments, the first obtaining unit 6021 is further specifically used for:

[0113] The number of biological assets in the electronic fence is obtained based on the images of the biological assets in the electronic fence and the corresponding biometric model; wherein the biometric model is obtained in advance.

[0114] Figure 8 This is a schematic diagram of the structure of the biological asset monitoring device provided in the eighth embodiment of the present invention, as shown below. Figure 8As shown, based on the above embodiments, the inventory mode further includes an automated inventory mode; correspondingly, the first obtaining unit 6021 includes a first obtaining subunit 60211, a second obtaining subunit 60212, and a third obtaining subunit 60213, wherein:

[0115] The first obtaining subunit 60211 is used to obtain a sequence of changes in the number of biological assets during the target time period based on the biological asset image and biometric model of the target time period of the electronic fence; wherein the biometric model is obtained in advance; the second obtaining subunit 60212 obtains the peak values ​​of multiple biological asset quantities during the target time period based on the sequence of changes in the number of biological assets during the target time period; the third obtaining subunit 60213 is used to obtain the number of biological assets of the electronic fence based on the sum of the peak values ​​of multiple biological asset quantities during the target time period.

[0116] Based on the above embodiments, there are multiple target time periods; correspondingly, the third obtaining subunit 60213 is specifically used for:

[0117] The sum of the peak values ​​of the number of multiple biological assets in each target time period is calculated as the number of biological assets corresponding to each target time period; the average value of the number of biological assets corresponding to the multiple target time periods is calculated as the number of biological assets of the electronic fence.

[0118] Figure 9 This is a schematic diagram of the structure of the biological asset monitoring device provided in the ninth embodiment of the present invention, as shown below. Figure 9 As shown, based on the above embodiments, the obtaining module 603 further includes a calculation unit 6031 and a judgment unit 6032, wherein:

[0119] The calculation unit 6031 is used to calculate the ratio of the total number corresponding to the inventory results of the biological assets of the target ranch to the total number corresponding to the regulatory information of the biological assets of the target ranch, and obtain the regulatory ratio; the judgment unit 6032 is used to determine that the regulatory result of the biological assets of the target ranch is abnormal and generate a regulatory alarm if it is determined that the regulatory ratio is less than the regulatory threshold.

[0120] Figure 10 This is a schematic diagram of the structure of the biological asset monitoring device provided in the tenth embodiment of the present invention, as shown below. Figure 10 As shown, based on the above embodiments, the biological asset monitoring device provided in this embodiment of the invention further includes a display module 604, wherein:

[0121] The display module 604 is used to display the results of the biological asset inventory of the target ranch in the form of charts.

[0122] The embodiments of the device provided in this invention can be used to execute the processing flow of the above-described method embodiments. Its functions will not be repeated here, but can be referred to the detailed description of the above-described method embodiments.

[0123] Figure 11 This is a schematic diagram of the physical structure of the computer device provided in the eleventh embodiment of the present invention, as shown below. Figure 11 As shown, the electronic device may include: a processor 1101, a communications interface 1102, a memory 1103, and a communication bus 1104, wherein the processor 1101, the communications interface 1102, and the memory 1103 communicate with each other through the communication bus 1104. The processor 1101 can call logical instructions in the memory 1103 to execute the following methods: acquiring images of the biological assets of the target ranch; conducting an inventory of the biological assets based on the images of the biological assets of the target ranch to obtain the inventory results of the biological assets of the target ranch; and obtaining the regulatory results of the biological assets of the target ranch based on the inventory results of the biological assets of the target ranch and the regulatory information of the biological assets of the target ranch.

[0124] Furthermore, the logical instructions in the aforementioned memory 1103 can be implemented as software functional units and, when sold or used as independent products, can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention, essentially, or the part that contributes to the prior art, or a part of the technical solution, can be embodied in the form of a software product. This computer software product is stored in a storage medium and includes several instructions to cause a computer device (which may be a personal computer, server, or network device, etc.) to execute all or part of the steps of the methods described in the various embodiments of the present invention. The aforementioned storage medium includes various media capable of storing program code, such as USB flash drives, portable hard drives, read-only memory (ROM), random access memory (RAM), magnetic disks, or optical disks.

[0125] This embodiment discloses a computer program product, which includes a computer program / instructions stored on a computer-readable storage medium. When the computer program / instructions are executed by a computer, the computer can perform the methods provided in the above-described method embodiments, such as: acquiring images of biological assets of a target ranch; conducting a biological asset inventory based on the images of biological assets of the target ranch to obtain the biological asset inventory results of the target ranch; and obtaining the biological asset supervision results of the target ranch based on the biological asset inventory results of the target ranch and the biological asset supervision information of the target ranch.

[0126] This embodiment provides a computer-readable storage medium storing a computer program / instruction. When the computer program / instruction is executed by a processor, it causes the computer to perform the methods provided in the above-described method embodiments, such as: acquiring images of biological assets of a target ranch; conducting a biological asset inventory based on the images of biological assets of the target ranch to obtain the biological asset inventory result of the target ranch; and obtaining the biological asset supervision result of the target ranch based on the biological asset inventory result of the target ranch and the biological asset supervision information of the target ranch.

[0127] Those skilled in the art will understand that embodiments of the present invention can be provided as methods, systems, or computer program products. Therefore, the present invention can take the form of a completely hardware embodiment, a completely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention can take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.

[0128] This invention is described with reference to flowchart illustrations and / or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and / or block diagrams, and combinations of blocks in the flowchart illustrations and / or block diagrams, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, special-purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, generate instructions for implementing the flowchart illustrations and / or block diagrams. Figure 1 One or more processes and / or boxes Figure 1 A device that provides the functions specified in one or more boxes.

[0129] These computer program instructions may also be stored in a computer-readable storage medium that can direct a computer or other programmable data processing device to function in a particular manner, such that the instructions stored in the computer-readable storage medium produce an article of manufacture including instruction means, which are implemented in a process Figure 1 One or more processes and / or boxes Figure 1 The function specified in one or more boxes.

[0130] These computer program instructions may also be loaded onto a computer or other programmable data processing equipment to cause a series of operational steps to be performed on the computer or other programmable equipment to produce a computer-implemented process, thereby providing instructions that execute on the computer or other programmable equipment for implementing the process. Figure 1 One or more processes and / or boxes Figure 1 The steps of the function specified in one or more boxes.

[0131] In the description of this specification, the references to terms such as "an embodiment," "a specific embodiment," "some embodiments," "for example," "example," "specific example," or "some examples," etc., indicate that a specific feature, structure, material, or characteristic described in connection with that embodiment or example is included in at least one embodiment or example of the invention. In this specification, the illustrative expressions of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the specific features, structures, materials, or characteristics described may be combined in any suitable manner in one or more embodiments or examples.

[0132] The specific embodiments described above further illustrate the purpose, technical solution, and beneficial effects of the present invention. It should be understood that the above descriptions are merely specific embodiments of the present invention and are not intended to limit the scope of protection of the present invention. Any modifications, equivalent substitutions, improvements, etc., made within the spirit and principles of the present invention should be included within the scope of protection of the present invention.

Claims

1. A method for supervising biological assets, characterized in that, include: Acquire images of the biological assets of the target ranch; A biological asset inventory is conducted based on the images of the biological assets of the target ranch to obtain the biological asset inventory results of the target ranch. Based on the inventory results of the biological assets of the target ranch and the biological asset supervision information of the target ranch, the biological asset supervision results of the target ranch are obtained.

2. The method according to claim 1, characterized in that, The biological asset inventory based on the biological asset images of the target pasture, and the resulting biological asset inventory of the target pasture, includes: The number of biological assets for each electronic fence is obtained based on the biological asset images and inventory patterns of each electronic fence. The number of biological assets in each enclosure is obtained based on the number of biological assets in each electronic fence included in each enclosure; the correspondence between each enclosure and the electronic fence is preset. The total number of biological assets of the target ranch is obtained based on the number of biological assets in each pen of the target ranch.

3. The method according to claim 2, characterized in that, The inventory mode includes a normal inventory mode; correspondingly, based on the biological asset image of the electronic fence and the normal inventory mode, the number of biological assets obtained from the electronic fence includes: The number of biological assets in the electronic fence is obtained based on the images of the biological assets in the electronic fence and the corresponding biometric model; wherein the biometric model is obtained in advance.

4. The method according to claim 2, characterized in that, The inventory counting mode includes an automated inventory counting mode; Accordingly, based on the bio-asset images of the electronic fence and the automated inventory model, the number of bio-asset within the electronic fence is obtained, including: Based on the biometric images of biological assets during the target time period and the biometric model, a sequence of changes in the number of biological assets during the target time period is obtained; wherein, the biometric model is obtained in advance; Based on the sequence of changes in the number of biological assets during the target time period, the peak values ​​of multiple biological asset quantities during the target time period are obtained; The number of biological assets in the electronic fence is obtained by summing the peak values ​​of multiple biological asset quantities during the target time period.

5. The method according to claim 4, characterized in that, There are multiple target time periods; correspondingly, the number of biological assets obtained by summing the peak values ​​of the multiple biological asset counts based on the target time periods includes: Calculate the sum of the peak values ​​of multiple biological assets for each target time period, and use this sum as the number of biological assets for each target time period. Calculate the average number of biological assets corresponding to multiple target time periods, and use this average as the number of biological assets in the electronic fence.

6. The method according to claim 1, characterized in that, The biological asset supervision results of the target ranch, obtained based on the biological asset inventory results and the biological asset supervision information of the target ranch, include: Calculate the ratio of the total number corresponding to the inventory results of the biological assets of the target ranch to the total number corresponding to the regulatory information of the biological assets of the target ranch, and obtain the regulatory ratio. If it is determined that the regulatory ratio is less than the regulatory threshold, the regulatory result of the biological assets of the target ranch is determined to be abnormal and a regulatory alarm is generated.

7. The method according to any one of claims 1 to 6, characterized in that, Also includes: The results of the biological asset inventory of the target ranch are presented in the form of charts.

8. A biological asset monitoring device, characterized in that, include: The acquisition module is used to acquire images of the biological assets of the target ranch; The inventory module is used to perform an inventory of biological assets based on the images of the biological assets of the target ranch, and to obtain the inventory results of the biological assets of the target ranch. The acquisition module is used to obtain the biological asset supervision results of the target ranch based on the biological asset inventory results and the biological asset supervision information of the target ranch.

9. A computer device, comprising a memory, a processor, and a computer program stored in the memory, characterized in that, The processor executes the computer program to implement the method according to any one of claims 1 to 7.

10. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores a computer program / instructions that, when executed by a processor, implement the method described in any one of claims 1 to 7.

11. A computer program product, comprising a computer program / instructions, characterized in that, When the computer program / instructions are executed by the processor, they implement the method described in any one of claims 1 to 7.

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