KR102292361B1 - Method and system for providing reliable history information of medicinal crop - Google Patents

Abstract

Disclosed are a method and system for providing reliable history information of a medicinal crop. The system for providing medicinal crop history information comprises: a first electronic device of a medicinal crop cultivator; a second electronic device of a medicinal crop processor; and a third electronic device and medicinal crop management server of a consumer. The medicinal crop management server receives and verifies a cultivation log of the medicinal crop from the first electronic device, receives a processing log of the medicinal crop from the second electronic device, and provides the cultivation log and the processing log to the third electronic device. By providing a highly convenient cultivation log application, a processing log application, and a medicinal crop information providing application, the medicinal crop management server provides a convenience so that a reliable cultivation history and processing history information of the medicinal crop can easily and quickly be acquired.

Description

METHOD AND SYSTEM FOR PROVIDING RELIABLE HISTORY INFORMATION OF MEDICINAL CROP

The present disclosure relates to a method for acquiring, managing, and providing information related to medicinal crops, and more particularly, to a method and system for providing reliable history information of medicinal crops.

Medicinal crops are crops cultivated for the purpose of producing drugs to cure diseases or relieve pain, and are also called 'medicinal crops'. Examples of medicinal crops include Angelica, Hwanggi, Ginseng, Bellflower, Gobon, and Rehmannia. The subjects (hereinafter referred to as consumers) who consume medicinal crops are diverse, such as oriental clinics, oriental hospitals, oriental beverage manufacturers or individual consumers. In order to use medicinal crops, two major steps are required: cultivation and processing.

On the other hand, medicinal crops are very diverse in terms of growers, cultivation areas, and processors, and the safety or efficacy of medicinal crops may be different depending on where, how, and how they are grown. As an example of a method for a consumer to obtain information about medicinal crops or companies, there is a method using the Ministry of Food and Drug Safety oriental medicine data center ( https://www.mfds.go.kr/brd/m_576/list.do ), An example of the code for managing medicinal crops is <Oriental medicine product code DB for the herbal medicine pilot project (as of March 2020)> of the Health Insurance Review and Assessment Service ( http://www.hira.or.kr/bbsDummy.do?pgmid=HIRAA020002000100&brdScnBltNo =4&brdBltNo=8422&pageIndex=1 ) exists. Alternatively, individual oriental hospitals and oriental clinics, etc., introduce the origin of medicinal materials handled by the company. However, the oriental medicine product code of the Health Insurance Review and Assessment Service discloses only the product code designated by the herbal medicine item name, company name, product name, drug specification (number, unit), and main ingredient code, so the cultivation history and processing history cannot be confirmed, and individual The country of origin information introduced by companies is often unreliable.

In other words, since there is no system in which consumers can easily check and purchase reliable cultivation and processing history of medicinal crops, consumers can only check some information about medicinal crops from individual growers, processors or distributors and use medicinal crops. is being purchased. In addition, there is also no system in which medicinal crops are managed in an integrated manner together with reliable cultivation history and processing history information. There is no way to provide Accordingly, there is a need for a method and system for providing reliable historical information of medicinal crops.

Patent Publication 10-2015-0018076 Patent Publication 10-2015-0064479

Ministry of Food and Drug Safety Herbal Medicine Resource Center (https://www.mfds.go.kr/brd/m_576/list.do) <Oriental medicine product code DB for herbal medicine pilot project (as of March 2020)> of Health Insurance Review and Assessment Service (http://www.hira.or.kr/bbsDummy.do?pgmid=HIRAA020002000100&brdScnBltNo=4&brdBltNo=8422&pageIndex=1)

The present disclosure provides methods and systems for providing reliable historical information of medicinal crops. The medicinal crop history information providing system includes a first electronic device of a medicinal crop grower, a second electronic device of a medicinal crop processor, a third electronic device of a consumer, and a medicinal crop management server. The medicinal crop management server receives and verifies the cultivation log of the medicinal crop from the first electronic device, receives the processing log of the medicinal crop from the second electronic device, and provides the cultivation log and the processing log to the third electronic device. The medicinal crop management server provides a convenient cultivation diary application, a processing log application, and a medicinal crop information providing application, thereby providing the convenience of easily and quickly obtaining reliable cultivation history and processing history information of medicinal crops.

In the method for providing history information of medicinal crops according to an embodiment of the present disclosure, the medicinal crop management server receives, from a first electronic device of a medicinal crop grower, a first registration request message requesting registration of the medicinal crop and wherein the first registration request message includes cultivation information about the medicinal crop and a profile of a grower of the medicinal crop , and the cultivation information includes the name of the medicinal crop, a photograph, an active ingredient code, and plantation information. The medicinal crop management server determines the validity of the first registration request message based on a comparison of the information stored in the internal database and the first registration request message, and determines that the first registration request message is valid registering the medicinal crops grower and the medicinal crops in the medicinal crop management server by assigning a first index; The first electronic device, wherein from the medicinal plant growers, the first comprising the step of receiving the cultivation journal information in through the cultivation diary application installed in the electronic device, the medicinal plants, and the cultivation journal information of the medicinal plants At least three images related to the cultivation operation , text description, and operation date information, the information input to the cultivation diary application is automatically transmitted to the medicinal crop management server, the medicinal crop management server, the Validating the cultivation log information received from the first electronic device using a neural network, and posting the cultivation history information of the medicinal crops on the medicinal crop information providing application and the medicinal crop information providing website as the cultivation journal information is verified step, wherein the cultivation history information includes the cultivation information, the cultivation diary information, a profile of the medicinal crop grower, and the first index, and the medicinal crop management server, the medicinal crop processor's second electronic device receiving a second registration request message requesting to register the medicinal crop as a processing target of the medicinal crop processor, wherein the second registration request message includes the first index and processing of the medicinal crop information and a profile of the medicinal crop processor , wherein the processing information is evidence proving that the medicinal crop processor has supplied the medicinal crop from the medicinal crop grower, information on processing equipment, and information on processing procedures and processing location information, comprising, by the medicinal crop management server, generating, by the medicinal crop management server, a management code of the medicinal crop based on the second registration request message, wherein the management code is processed related to the medicinal crop. a child country code, a processor code, the active ingredient code, a plantation code, a grower code, a cultivation date, a processing date and a second index , wherein the second electronic device is configured to: The processing log application installed on the device Through, is to the medicine and comprises a machining journals step of receiving the information of the crop, the processed log information comprises at least three images, text descriptions, and processing date and time information relating to the processing operations of the medicinal plant, the processed log Information input to the application is automatically transmitted to the medicinal crop management server, and the medicinal crop management server updates the management code based on the processing log information received from the second electronic device, and the medicinal crops and posting the processing history information of the medicinal crops on an information providing application and the medicinal crop information providing website, wherein the processing history information includes the processing information, the processing log information, information of the medicinal crop processor, and the management code, wherein the consumer's third electronic device searches for medicinal crops on the medicinal crop information providing website displayed on the third electronic device or the medicinal crop information providing application installed on the third electronic device. displaying a search interface for and displaying, by the third electronic device, the cultivation history information and the processing history information of the medicinal crop in response to receiving a search input from the consumer on the search interface.

According to an embodiment of the present disclosure, the at least three images related to the cultivation operation of the medicinal crop include: i) a first image in which an image area of one medicinal crop in the cultivation area is 1/3 or more of the total image area, ii) a second image including the medicinal crop, the plantation of the medicinal crop, and the surrounding landscape of the plantation, which are simultaneously present in the same place; and a third image including a landscape and an image of a cultivation employee of the medicinal crop grower, wherein the at least three images related to the processing operation of the medicinal crop include i) a scene in which the medicinal crop is inserted into the processing device. a fourth image comprising, ii) a scene in which the medicinal crop is inserted into the processing device, which is simultaneously present in the same location, and a fifth image that includes an image of a processing employee of the medicinal crop processor, and iii) is simultaneously in the same location It may include a sixth image including the appearance of the processing device, the processed medicinal crop, and the processing employee.

According to an embodiment of the present disclosure, the profile of the medicinal crop grower includes a cultivation employee profile image including the appearance of the cultivation employee, and the profile of the medicinal crop processor includes processing including the appearance of the processing employee. The step of including an employee profile image, and verifying the cultivation diary information using a neural network, includes adding the first image, the second image, and the third image to the principal component code stored in the internal database using the neural network. verifying whether the medicinal crop matches the medicinal crop corresponding to the active ingredient code by comparing it with an image of the corresponding medicinal crop; and verifying whether the medicinal crop grower has grown the medicinal crop by comparing the cultivation employee profile image with the third image using the neural network.

According to an embodiment of the present disclosure, the evidence proving that the medicinal crop processor has supplied the medicinal crop from the medicinal crop grower includes: i) the cultivation employee, the processing employee, and the medicinal product who are present at the same place at the same time a seventh image including crops and a contract between the medicinal crop grower and the medicinal crop processor, or ii) an eighth image including a parcel received by the medicinal crop processor from the medicinal crop grower, wherein In the eighth image, the waybill information of the parcel may be identifiable.

According to one embodiment of the disclosure, the method further comprising the step of training the neural network, the method comprising: training the neural network, the medicinal plurality of the group nine minutes included in the neural network in the internal database Training so that the neural network can distinguish the plurality of medicinal crops by inputting images of crops to classify the plurality of medicinal crops, and feedback the result of classification of the neural network and the difference in organizational information to the neural network to do; and inputting images of a plurality of segmented people into the neural network to classify the plurality of people, and feeding back a result of classification of the neural network and a difference in segmented information to the neural network, so that the neural network is It may include training to determine whether the persons included in each of the plurality of images are the same person.

The method and system for providing history information on medicinal crops of the present disclosure provide convenience so that reliable cultivation history and processing history information of medicinal crops can be easily and quickly obtained.

1 is a view for explaining a system for providing history information on medicinal crops according to an embodiment of the present disclosure.
2 is a flowchart illustrating a method of managing medicinal crop cultivation history information according to an embodiment of the present disclosure.
3 is a flowchart illustrating a method of managing medicinal crop processing history information according to an embodiment of the present disclosure.
4 is a flowchart for explaining a method of reading history information of medicinal crops according to an embodiment of the present disclosure.
5 is a flowchart illustrating a method of registering and providing history information on medicinal crops according to an embodiment of the present disclosure.
6 is a view for explaining a cultivation diary application according to an embodiment of the present disclosure.
7 is a view for explaining a photo included in a cultivation diary according to an embodiment of the present disclosure.
8 is a view for explaining a photo included in a processing log according to an embodiment of the present disclosure.
9 is a diagram for explaining a user interface for searching a medicinal diary according to an embodiment of the present disclosure.
10 is a diagram for explaining a search result screen according to an embodiment of the present disclosure.
11 is a diagram illustrating a structure of a CNN according to an embodiment of the present disclosure according to an embodiment of the present disclosure.
12 is a view for explaining a medicinal crop management server according to an embodiment of the present disclosure.
13 is a block diagram for separately explaining the configuration of the processor 1210 according to an embodiment of the present disclosure in terms of learning and processing of a neural network.

Terms used in this specification will be briefly described, and the present disclosure will be described in detail.

The terms used in the present disclosure are selected as currently widely used general terms as possible while considering the functions in the present disclosure, which may vary depending on the intention or precedent of a person skilled in the art, the emergence of new technology, and the like. In addition, in specific cases, there are also terms arbitrarily selected by the applicant, and in this case, the meaning will be described in detail. Therefore, the terms used in the present disclosure should be defined based on the meaning of the term and the contents of the present disclosure, rather than the simple name of the term.

When a part "includes" a certain element throughout the specification, this means that other elements may be further included, rather than excluding other elements, unless otherwise stated. In addition, terms such as "...unit" and "module" described in the specification mean a unit that processes at least one function or operation, which may be implemented as hardware or software, or a combination of hardware and software. .

Hereinafter, embodiments will be described in detail with reference to the accompanying drawings so that those of ordinary skill in the art to which the present disclosure pertains can easily implement them. However, the present disclosure may be implemented in several different forms and is not limited to the embodiments described herein. And in order to clearly explain the present disclosure in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification.

In the present disclosure, an 'electronic device' is a device including a display and a user interface for receiving a user's input, and various types may be determined. Examples of the electronic device may include various portable devices such as a mobile device, a mobile phone, a smart phone, a smart device, a smart pad, or a PC, a notebook computer, and the like. The user interface may include a physical input device or a touch interface through a display.

In the present disclosure, 'medicinal crop grower' refers to an individual, group, company or corporation that grows medicinal crops, and 'medicinal crop processor' refers to an individual, group, company or corporation that processes medicinal crops. 'Consumer' means a subject who intends to use cultivated medicinal crops or processed medicinal crops. 'User' means either a medicinal crop grower, medicinal crop processor or consumer.

In the present disclosure, the 'main ingredient code' of a medicinal crop means a main ingredient code corresponding to the herbal medicine item name in the herbal medicine product code provided by the Health Insurance Review and Assessment Service. For example, the 'main ingredient code' is published on the Internet webpage of the Health Insurance Review and Assessment Service <Oriental medicine product code DB (as of December 3, 2020)> ( http://www.hira.or.kr/bbsDummy. do?pgmid=HIRAA020002000100&brdScnBltNo=4&brdBltNo=8422&pageIndex=1 ) may mean the main ingredient code included in the '(published) herbal medicine_product code_201203 standard.xlsx' file. Of course, the active ingredient code may be updated by the Health Insurance Review and Assessment Service.

Hereinafter, embodiments of the present disclosure will be described with reference to the drawings attached to the present disclosure.

1 is a view for explaining a system for providing history information on medicinal crops according to an embodiment of the present disclosure.

Referring to FIG. 1 , the method for providing history information of medicinal crops according to an embodiment of the present disclosure includes a first electronic device 10 of a medicinal crop grower (hereinafter also referred to as a 'cultivator'), a medicinal crop processor (hereinafter, It is performed by the second electronic device 20 of the consumer (also referred to as 'processor'), the third electronic device 30 of the consumer, and the medicinal crop management server 40 . The medicinal crop management server 40 manages the cultivation history information and processing history information of medicinal crops and provides them to the third electronic device 30 of the consumer, and receives information related to medicinal crops from each other device to receive medicinal crops. registers and/or updates history information, and provides history information of medicinal crops to the consumer's third electronic device 30 . The first electronic device 10 of the medicinal crop grower may upload the cultivation history of the medicinal crop to the medicinal crop management server 40 using the cultivation diary application provided by the medicinal crop management server 40 , and process the medicinal crop The user's second electronic device 20 may upload the processing history of the medicinal crop to the medicinal crop management server 40 by using the processing log application.

2 is a flowchart illustrating a method of managing medicinal crop cultivation history information according to an embodiment of the present disclosure.

Referring to FIG. 2 , in step 210 , the medicinal crop management server receives a first registration request message requesting registration of the medicinal crop from the first electronic device of the medicinal crop grower.

The cultivation diary application provided by the medicinal crop management server is installed in the first electronic device. The grower may input information requesting registration of medicinal crops to the first electronic device by using the cultivation diary application. The cultivation diary application provides a user interface through which medicinal crop registration request information can be input. The medicinal crop registration request information includes cultivation information about medicinal crops and a profile of a medicinal crop grower, and the cultivation information includes the medicinal crop's name, photo, main ingredient code, and plantation information. In addition, cultivation information includes cultivar information of medicinal crops, cultivation type (eg, production area, open field, house, etc.), cultivation location, medicinal part (eg, root, leaf, etc.) or pretreatment method (eg, drying method, etc.) may further include at least one piece of information.

The medicinal crop grower's profile includes a grower's name, contact information, and a grower's employee profile image including an image of the grower performing the grower's medicinal crop growing business. In addition, the profile of the grower of medicinal crops may further include unique identification information of the grower, such as the grower's business number. The grower profile image is an image that reveals the face of the grower, and is used to verify the cultivation log information. The plantation information may include an address, a location, and a photo of the plantation.

When medicinal crop registration request information is input to the cultivation diary application, the first electronic device automatically transmits (or uploads) the medicinal crop registration request information by including the input medicinal crop registration request information in the first registration request message and transmitting it to the medicinal crop management server through the network. )do.

In step 220 , the medicinal crop management server determines the validity of the first registration request message based on the comparison of the information stored in the internal database and the first registration request message, and determines that the first registration request message is valid, so that the medicinal crops Growers and medicinal crops are registered in the medicinal crop management server by assigning a first index.

The internal database of the medicinal crop management server stores information about various medicinal crops. The internal database can store information on various medicinal crops by receiving input from the administrator of the medicinal crop management server, and can also be obtained and stored through Internet searches. For example, information obtained from the Ministry of Food and Drug Safety's herbal medicine data room ( https://www.mfds.go.kr/brd/m_576/list.do ) may be stored in the internal database, and through Internet encyclopedia or portal search The obtained information may be stored. Information on various medicinal crops may include names of medicinal crops, main ingredient codes, and photos, and additional information such as major plantations may be further included.

The medicinal crop management server determines that, among the medicinal crops included in the internal database, the medicinal crop corresponding to the main ingredient code of the medicinal crop included in the first registration request message received in step 210 is selected from among the medicinal crops included in the first registration request message. By determining whether the name and the photo match, it is possible to verify the validity of the first registration request message. The comparison of whether the photos match may be performed using a neural network, which will be described later.

As the medicinal crop management server determines that the first registration request message is valid, it registers the grower and the medicinal crop included in the first registration request message to the medicinal crop management server. The medicinal crop management server may assign a unique grower code to each grower, and may register the grower and the medicinal crop in association with each other. For example, the medicinal crop management server may register by assigning a first index to the combination of the medicinal crop grower and the medicinal crop.

In step 230 , the first electronic device receives the cultivation diary information of medicinal crops registered in step 220 from the medicinal crop grower through the cultivation diary application installed in the first electronic device. Information input to the cultivation diary application is automatically transmitted (or uploaded) to the medicinal crop management server. The cultivation journal input interface of the cultivation journal application is illustrated in FIG. 6 . Referring to FIG. 6 , the cultivation diary input interface 600 includes a grower's name and contact information 605 , a work item 610 , a work image registration item 620 , a work date and place item 630 , and a work content item. (640). The grower may input a work title into the work item 610 for each task, and may input specific work details into the work content item 640 .

When the grower selects the work image registration button 621 , the work image stored in the first electronic device 10 may be registered or the work image may be captured and registered by controlling the camera of the first electronic device 10 . As the work image is registered in the work date and time and work place item 630 , the work date and time and work place may be automatically input using metadata of the corresponding work image. That is, metadata of the work image includes date and time information and location information when the work image is captured (eg, date and time information identified in the first electronic device 10 when the work image is captured, and The location information identified by the location recognition module (eg, GPS module) of the first electronic device 10 and the first electronic device 10 may automatically input corresponding date and time information and location information. In addition, the metadata of the work image may include weather information when the corresponding work image was captured (eg, weather information identified using the Meteorological Agency public data API in the first electronic device 10), and the first The electronic device 10 may automatically input corresponding weather information. As described above, by using the metadata of the work image to automatically input the work date and time, the work location, the weather, etc., the reliability of the work date and time can be guaranteed compared to a method in which a grower directly inputs it. For example, according to the cultivation diary registration method, the credibility of the medicinal crop cultivation diary can be improved by preventing the grower from arbitrarily forging or falsifying the cultivation information when inputting cultivation information.

The work image registration item 620 should include at least three images related to the cultivation work of medicinal crops. When the grower selects the left/right button 622, a screen for inputting a new work image is displayed, and an image can be additionally registered in the work item currently being worked on. An example of the three images described above is shown in FIG. 7 . In FIG. 7, the image of Angelica and the plantation of Angelica is shown as an example. Referring to FIG. 7 , at least three images related to the cultivation operation of medicinal crops are: i) a first image 710 in which the image area of one medicinal crop 711 in the cultivation area is 1/3 or more of the total image area, ii ) a second image 720 including a medicinal crop 721, a plantation 722 of the medicinal crop, and a surrounding landscape 723 of the plantation, and iii) a medicinal crop 731 present in the same place at the same time ), a plantation area 732 of medicinal crops, a surrounding landscape 733 of the plantation area, and a third image 730 including a figure 734 of a cultivation employee of a medicinal crop grower. In the third image 730 , the appearance 734 of the cultivation employee is shown as additionally attached to the third image 730 for convenience, but this is only for convenience of explanation, and the third image 730 is the image of the cultivation employee. The appearance 734 should be an image that exists at the same time as the medicinal crop 731 , the cultivated land 732 , and the surrounding landscape 733 of the plantation. By registering the above three images as working images, the credibility of the fact that a grower inputting a cultivation diary of a medicinal crop cultivates a registered medicinal crop in a cultivation site registered as a cultivation site of the medicinal crop can be improved.

Referring back to FIG. 2 , in step 240 , the medicinal crop management server verifies the cultivation diary information received from the first electronic device using a neural network, and as the cultivation diary information is verified, the medicinal crop information providing application and medicinal crops Post information on the cultivation history of medicinal crops on informational websites. The cultivation history information posted by the medicinal crop management server includes the cultivation information and the profile of the medicinal crop grower received in step 210, the cultivation diary information received in step 230, and the first index assigned to the grower and the medicinal crop in step 220. do.

The medicinal crop management server uses a convolutional neural network (CNN) as a neural network. The CNN will be described in detail with reference to FIG. 11 . The medicinal crop management server uses a neural network to determine whether at least three images included in the received cultivation diary information are for the cultivation of medicinal crops registered in step 220, and whether the scene grown by the registered grower in step 220 is correct. to verify it That is, the medicinal crop management server compares the first image, the second image, and the third image received in step 230 with the image of the medicinal crop corresponding to the main ingredient code stored in the internal database by using the neural network, so that the image of the cultivation diary It is verified whether the included medicinal crops match the registered medicinal crops in step 220 . In addition, the medicinal crop management server compares the cultivated employee profile image registered in step 220 with the third image received in step 230 using the neural network, so that the cultivated employee included in the image of the cultivation diary is registered in step 220 as a medicinal crop management server. Verifies whether it is consistent with the growing employee of the crop grower. The learning and processing of the neural network will be described in more detail with reference to FIG. 13 .

Information on one or more cultivation jobs may be input to the cultivation diary information. When performing each cultivation operation, the grower may input each cultivation operation as a separate work item in the cultivation journal application of the first electronic device. Accordingly, steps 230 to 240 may be performed for each cultivation operation, and completion of cultivation may be registered as the last cultivation operation. Information (eg, grade, size, color, size, etc.) of cultivated medicinal crops may be input in the cultivation completed work item as work contents.

3 is a flowchart illustrating a method of managing medicinal crop processing history information according to an embodiment of the present disclosure.

Referring to FIG. 3 , in step 310 , the medicinal crop management server receives, from the second electronic device of the medicinal crop processor, a second registration request message requesting to register the medicinal crop as a processing target of the medicinal crop processor.

The processing log application provided by the medicinal crop management server is installed in the second electronic device. The processor may input information requesting registration of the medicinal crop as a processing target of the processor (ie, information requesting registration of the processing target medicinal crop) to the second electronic device by using the processing log application. The processing log application provides a user interface through which information requesting registration of a processing target medicinal crop can be input. The processing target medicinal crop registration request information includes a first index corresponding to the medicinal crop grower and medicinal crop registered in FIG. 2 (described in step 220 of FIG. 2 ), processing information about the medicinal crop, and the profile of the medicinal crop processor and processing information on medicinal crops includes evidence proving that the medicinal crop processor received medicinal crops from the medicinal crop grower corresponding to the first index, information on processing equipment, information on processing procedures, and processing location information. include

The first index is identification information given by connecting the medicinal crop grower and the medicinal crop, as described in step 220 of FIG. 2 . That is, which medicinal crops are cultivated by which growers can be identified and managed by the first index. The processor identifies the first index by checking the cultivation history information of medicinal crops posted on the medicinal crop information providing application or medicinal crop information providing website in step 240 of FIG. 2, and identifies the growers and medicinal crops grown by the growers. can By including the first index in the processing target medicinal crop registration request information, it can be clearly identified which medicinal crop is being grown by which grower by the processor.

The profile of the medicinal crop processor includes a processing employee profile image including the processor's name, contact information, the country of the processor, and the image of the processing employee performing the processing business of the medicinal crop. In addition, the profile of the medicinal crop processor may further include unique identification information of the processor, such as the processor's business number. The processing employee profile image is an image that reveals the processing employee's face, and is used to verify processing log information. The processing place information may include an address, a location, and a photo of the processing place.

Evidence proving that the medicinal crop processor has supplied the medicinal crop from the medicinal crop grower corresponding to the first index (hereinafter, medicinal crop supply evidence) is: a seventh image containing crops and a contract between the medicinal crop grower and the medicinal crop processor, or ii) an eighth image containing a parcel received by the medicinal crop processor from the medicinal crop grower. In the eighth image, the waybill information of the parcel can be identified. By including the aforementioned medicinal crop supply evidence in the processing information on medicinal crops, the reliability of the medicinal crops to be processed can be improved. That is, it can be verified that the medicinal crop processor receives and processes medicinal crops from the medicinal crop growers corresponding to the first index (ie, the growers who registered the medicinal crop cultivation diary in the procedure of FIG. 2 ).

When the processing target medicinal crop registration request information is input in the processing log application, the second electronic device includes the input processing target medicinal crop registration request information in the second registration request message and automatically transmits it by sending it to the medicinal crop management server through the network (or upload).

In step 320 , the medicinal crop management server generates a medicinal crop management code based on the second registration request message.

The medicinal crop management server may verify the reliability of the second registration request message before generating the medicinal crop management code. According to an embodiment of the present disclosure, the medicinal crop management server may verify the fact that medicinal crops are supplied between the processor and the grower. For example, the medicinal crop management server may identify the first index included in the second registration request message, and transmit the processor verification request message to the first electronic device of the medicinal crop grower corresponding to the first index. The processor verification request message may include proof of supply of medicinal crops included in the second registration request message. The first electronic device sends a response that the proof of supply of medicinal crops is based on the fact and that the grower of the first electronic device has supplied the medicinal crop corresponding to the first index to the processor of the second electronic device. can be sent to

The medicinal crop management server, based on the second registration request message, includes a processor country code, a processor code, an active ingredient code, a plantation code, a grower code, a cultivation date, a processing date and a second index related to the medicinal crop. You can create managed codes for crops. However, the medicinal crop management code may contain more information than the above. The medicinal crop management server may assign a unique processor code to each processor, and may assign a unique plantation code to each plantation. Cultivation date and processing date refer to the cultivation completion date and processing completion date when cultivation completion and processing completion are input as jobs in the cultivation and processing journals, respectively. If cultivation or processing is not completed, the code of the cultivation date and processing date may be 'work in progress (WIP)'. The medicinal crop management server may register by assigning a second index to the combination of medicinal crops, medicinal crop processors, medicinal crop main ingredient codes, medicinal crop growers, and plantations. By the second index, it is possible to identify and manage which medicinal crops processed by which growers are grown in which plantations and which medicinal crops are processed by which processors. Examples of medicinal crop management codes are shown in Table 1 below.

code Processor Country Code - Processor Code - Principal Component Code - Plantation Code - Grower Code - Growing Date - Processing Date - Second Index code 1 KR - OMH - 3105H1AHM - GWIJ - HTW - 121123 - 130130 - K200001 > Description Korea (processor country code) - Omnihub (processor code) - Angelica Gigas Nakai (main ingredient code) - Gangwon-do Inje (cultivation code) - Huh Tae-wook (cultivator code) - 2012.11.23 (cultivation date) - 2013.01. 30 (Machining Date) - K200001 (Second Index) code 2 CH - TSL - 3007H1AHM - NMYW - GPC - 150102 - 150401 - C200001 > Description China (processor country code) - TianShiLi Pharmacy (processor code) - Licorice (Glycyrrhiza uralensis Fischer) (main ingredient code) - Inner Mongolia Yangoe (cultivator code) - Licorice grower (grower code) - 2015.01.02 (cultivation date) - 2015.04.01 (Processing Date) - C200001 (Second Index) code 3 VN - CEL - 3384H1AHM - XHLC - CPC - 160501 - 160701 - V200001 > Description Vietnam (processor country code) - Cinnamon Eco Lodge (processor code) - Broiler (Cinnamum Cassia J. Presl) (main ingredient code) - Xuan Hoa Lao Cai (cultivator code) - Broiler grower (grower code) - 2016.05.01 (Cultivation date) - 2016.07.01 (Processing date) - V200001 (Second index) code 4 KR - LHG - 3123H1AHM - GNHC - APC - 180324 - 180723 - K200002 > Description Korea (processor country code) - Lee Han-gu farmhouse (processor code) - Solitary (Aralia continentals Kitagawa) - Gyeongnam Hapcheon (cultivation code) - Solitary grower (cultivator code) - 2018. 03. 24 (cultivation date) - 2018. 07.23 (Processing Date) - K200002 (Second Index) code 5 ID - WCF - 3441H1AHM - WKNS - SPC - 200504 - 201122 - I200001 > Description Indonesia (processor country code) - Whole Clove Farm (processor code) - Clove (Syzygium Araomaticum Merrillet Perry) - West Kotamobagu, Nortu Sulawesi (cultivation code) - Clove grower (grower code) - 2020.05.04 (cultivation date) - 2020.11.22 (Processing Date) - I200001 (Second Index)

The medicinal crop management server creates and manages the management code of medicinal crops. Medicinal crops can be managed by specific cultivation information and processing information. In addition, the medicinal crop management server provides a medicinal crop management code to a user who wants to search for medicinal crops, growers or processors, and provides a user interface that can search for each detailed code in the management code. It provides convenience for easy search.

In step 330 , the second electronic device receives the processing log information of the medicinal crop registered in step 320 from the medicinal crop processor through the processing log application installed in the second electronic device. The processing log information includes at least three images related to the processing operation of the medicinal crop, text description, and processing date information. Information input to the processing log application is automatically transmitted (or uploaded) to the medicinal crop management server. For the processing log input interface of the processing log application, the user interface of the cultivation log application is applied by analogy. That is, the cultivation log input interface described with reference to FIG. 6 in step 230 of FIG. 2 may be analogically applied to the processing log input application.

An example of at least three images associated with a processing operation of a medicinal crop is shown in FIG. 8 . Referring to FIG. 8 , at least three images related to the processing operation of the medicinal crop are i) a fourth image 810 including a scene in which the medicinal crop 811 is inserted into the processing device 812 , ii) the same at the same time A fifth image 820 including a scene 823 of a scene 823 of a processing employee of a medicinal crop processor and a scene in which the medicinal crop 821 existing in the location is inserted into the processing device 822, and iii) simultaneously present in the same location A sixth image 830 including the processed medicinal crop 831 , the processing device 832 , and the appearance 833 of the processing employee is included. In the fifth image 820 and the sixth image 830, the figure of the processing employee is additionally attached for convenience, but this is only for convenience of explanation, and the fifth image 820 and the sixth image 830 should be an image of a processing employee in the same place as the medicinal crop and processing equipment. By registering the above three images as working images, the reliability of the processor inputting the processing log of the medicinal crop to process the registered medicinal crop by using the processing device of the medicinal crop can be improved.

Referring back to FIG. 3 , in step 340 , the medicinal crop management server updates the management code based on the processing log information received from the second electronic device, and uses the medicinal crop information providing application and the medicinal crop information providing website. Post processing history information of crops. The processing history information posted by the medicinal crop management server includes the processing information and the profile of the processor received in step 310, the processing log information and the management code received in step 330.

Information on one or more processing operations may be input to the processing log information. When performing each processing operation, the processor may input each processing operation into a separate operation item in the processing log application of the second electronic device. Accordingly, steps 330 to 340 may be performed for each machining operation, and machining completion may be registered as the last machining operation. Information (eg, grade, size, color, size, etc.) of a finished product (ie, processed medicinal crops) may be input to the processed work item as work contents. When the processing completion operation and operation date are registered in the processing log information, the medicinal crop management server may update the processing date of the management code.

4 is a flowchart for explaining a method of reading history information of medicinal crops according to an embodiment of the present disclosure.

Referring to FIG. 4 , in step 410 , the third electronic device of the consumer searches for medicinal crops on the medicinal crop information providing website displayed on the third electronic device or the medicinal crop information providing application installed in the third electronic device. Display the search interface for

The medicinal crop search interface is shown in FIG. 9 . Referring to FIG. 9 , the medicinal crop search interface 900 includes a search item 910 , an input item 920 , and a search button 930 . The consumer can search for medicinal crops by inputting content for each search item 910 and selecting the search button 930 . 9 , the name of the medicinal crop, the main ingredient, the cultivation place, the grower, and the processor are shown as the search item 910 , but the search item 910 may include fewer or more items. In addition, information corresponding to the detailed codes (ie, processor country code, processor code, active ingredient code, plantation code, grower code, cultivation date, processing date, second index) included in the medicinal crop management code (ie, the second index) , processor country, processor, main ingredient code, cultivation area, grower, cultivation date, processing date, and second index) may include at least one piece of information in the search item 910 . The input item 920 may be directly input by the consumer using the keyboard interface of the third electronic device 30 . In addition, when an input item corresponding to each search item is selected, information registered in the medicinal crop management server 40 may be listed, and the consumer may select any one of them.

Referring back to FIG. 4 , in step 420 , the third electronic device displays cultivation history information and processing history information of medicinal crops as it receives a search input from a consumer on the search interface. That is, according to the consumer selecting the search button 930 of FIG. 9 , the cultivation history information and processing history information of medicinal crops may be displayed.

The medicinal crop search results interface is shown in FIG. 10 . Referring to FIG. 10 , in the medicinal crop search result interface 1000, the searched medicinal crop name, photo, and various information related to medicinal crops (eg, main ingredient code, cultivation place, grower, processor, grower/processor's contact information, cultivation date and time, processing date and time, etc.) are displayed. The displayed information related to medicinal plants may include all of the search items included in the medicinal plant search interface 900 of FIG. 9 , and may include information of fewer or more items. The cultivation diary and processing log of medicinal crops may be directly displayed on the search result interface 1000, and as shown in FIG. ) may be displayed on a separate screen to be displayed. The screen on which the cultivation log and processing log is displayed is the same as the screen of the cultivation journal application and processing log application, except that it may be read-only (ie, it is not possible to input or modify the cultivation journal/processing log, but only check it) ).

According to the method for providing history information on medicinal crops of the present disclosure described with reference to FIGS. 2 to 4 , reliable cultivation history information and processing history information for medicinal crops can be provided, and cultivation of medicinal crops and Information on processing can be easily managed, and a user can easily search for cultivated medicinal crops, processed medicinal crops, history information, growers or processors, etc. by searching for information on medicinal crops by item. Hereinafter, a method of using a notification message to efficiently provide medicinal crop history information will be described in FIG. 5 .

5 is a flowchart illustrating a method of registering and providing history information on medicinal crops according to an embodiment of the present disclosure. The contents described with reference to FIGS. 2 to 4 are applied to the description of FIG. 5 , and thus a redundant description will be omitted. In addition, in FIG. 5, the medicinal crop management server 40 describes a notification message for requesting registration of history information to growers and processors.

Referring to FIG. 5 , in step 510 , the first electronic device 10 of the medicinal crop grower transmits a message requesting registration of the medicinal crop to the medicinal crop management server 40 .

In step 520 , the medicinal crop management server 40 transmits a notification message requesting registration of cultivation history information to the first electronic device 10 of the medicinal crop grower. The notification message may be transmitted after a predetermined period after the medicinal crop is registered in step 510, and performs a function of requesting the grower to register cultivation history information during cultivation of the medicinal crop. The notification message may be transmitted at a predetermined period, and may be transmitted when the cultivation date is not input for a predetermined period. In addition, the medicinal crop management server 40 may request input of the cultivation completion job by sending a notification message when the grower does not input the cultivation completion job.

In step 530, the first electronic device 10 of the medicinal crop grower registers/updates the cultivation history information by receiving the input of the medicinal crop grower, and transmits the registered/updated cultivation history information to the medicinal crop management server 40 do.

In step 540 , the second electronic device 20 of the medicinal crop processor transmits a message requesting registration of the medicinal crop to be processed to the medicinal crop management server 40 .

In step 550 , the medicinal crop management server 40 transmits a notification message requesting registration of processing history information to the second electronic device 20 of the medicinal crop processor. The notification message may be transmitted after a predetermined period of time after the medicinal crop to be processed is registered in step 540, and performs a function of requesting the processor to register processing history information during processing of the medicinal crop. The notification message may be transmitted at a predetermined period, and may be transmitted when the processing log is not input for a predetermined period. In addition, the medicinal crop management server 40 may request input of the processing completion operation by sending a notification message when the processor does not input the processing completion operation.

In step 560, the second electronic device 20 of the medicinal crop processor registers/updates the processing history information by receiving the medicinal crop processor's input, and transmits the registered/updated processing history information to the medicinal crop management server 40 do.

In step 570 , the consumer's third electronic device 30 transmits a message requesting history information of medicinal crops to the medicinal crop management server 40 . The request for historical information is transmitted as the third electronic device 30 receives a search input for medicinal crops from the consumer.

In step 580 , the medicinal crop management server 40 transmits the history information of the medicinal crop requested in step 570 to the third electronic device 30 of the consumer. The history information includes cultivation history information of medicinal crops, and may further include processing history information. The third electronic device 30 may provide history information to the consumer by displaying the received history information.

In addition, the medicinal crop management server 40 may receive a registered medicinal crop of interest from the user, and transmit a notification message to the user when the cultivation diary information or processing diary information of the corresponding medicinal crop is input/updated. For example, a processor may register a predetermined medicinal crop as a medicinal crop of interest using the processing log application of the second electronic device 20 , and if the grower inputs/updates the cultivation log of the medicinal crop of interest, medicinal crops A notification message may be received from the management server 40 . In addition, a consumer may register a predetermined medicinal crop as a medicinal crop of interest by using the medicinal crop information providing application of the third electronic device 30 , and the grower may input/update the cultivation diary of the medicinal crop of interest, or the processor may When the processing log of the medicinal crop of interest is input/updated, a notification message may be received from the medicinal crop management server 40 .

The medicinal crop information providing system of the present disclosure receives the cultivation diary and processing log of medicinal crops as described above, and transmits a notification message to growers, processors and consumers, so that the cultivation history and / or It provides the convenience of easily and quickly acquiring processing history information. Hereinafter, the medicinal crop management server 40 and CNN will be described in FIGS. 11 to 13 .

11 is a diagram illustrating a structure of a CNN according to an embodiment of the present disclosure.

The neural network used for the medicinal crop management server 40 to verify the medicinal crop cultivation diary may include, for example, the CNN 1100 . Referring to FIG. 11 , the CNN 1100 may include a convolutional feature extraction part 1110 and a classification part 1120 . The CNN 1100 may extract features of the input image through convolutional layers, and may classify them using an existing neural network based on the extracted features.

The convolution layer plays a role in extracting features from input data, and may include a filter that extracts features and an activation function that converts the filter value into a nonlinear value. A filter can be said to be a function that detects whether a feature of the image to be extracted is present in the target data. When the feature map is extracted through the filters in this way, the value can be activated by applying an activation function to the feature map. Representative activation functions include sigmoid and relu functions.

The features extracted as described above are subjected to a sub-sampling process as needed. The sub-sampling process is to reduce the amount of computation by reducing the size of the extracted feature map, also called pooling.

In the fully connected layer, if the feature is extracted from the convolutional layer, the extracted feature value can be applied to the existing neural network to perform the classification process. For example, the Softmax function is used can be

In general, as the depth of the convolution layer is shallow, lower-level features of the image may be extracted, and as the depth of the convolution layer increases, higher-level features of the image may be extracted. For example, taking a human face as an example, the lower-level features may include more local features such as human eyes and nose, and the higher-level features may include more global features, such as the overall human face.

12 is a view for explaining the medicinal crop management server 40 according to an embodiment of the present disclosure.

Referring to FIG. 12 , the medicinal crop management server 40 includes a processor 1210 , a memory 1220 , and a display 1230 . However, the medicinal crop management server 40 may be implemented by more components than the illustrated components, and some components may be omitted. In addition, various modules of the medicinal crop management server 40 described above with reference to FIGS. 1 to 11 may be included in the processor 1210 , or operations of the various modules may be performed by the processor 1210 .

The processor 1210 controls the overall operation of the medicinal crop management server 40 . For example, the processor 1210 may perform the function of the medicinal crop management server 40 described in the present disclosure by executing one or more instructions stored in the memory 1220 . For example, the processor 1210 may verify the cultivation diary of medicinal crops using a learning model using a neural network.

The processor 1210 may execute one or more instructions stored in the memory 1220 to control the above-described operations to be performed. In this case, the memory 1220 may store one or more instructions executable by the processor 1210 .

The processor 1210 may store one or more instructions in an internally provided memory and execute one or more instructions stored in an internally provided memory to control the above-described operations to be performed. That is, the processor 1210 may perform a predetermined operation by executing at least one instruction or program stored in the internal memory or the memory 1220 provided in the processor 1210 .

Also, although one processor 1210 is illustrated in FIG. 12 , a plurality of processors may be provided. In this case, each of the operations performed in the medicinal crop management server 40 according to an embodiment of the present disclosure may be performed through at least one of a plurality of processors.

The memory 1220 may store a program for processing and controlling the processor 1210 , and may store data input to or output from the medicinal crop management server 40 .

The memory 1220 may include a flash memory type, a hard disk type, a multimedia card micro type, a card type memory (eg, SD or XD memory), and a RAM. (RAM, Random Access Memory) SRAM (Static Random Access Memory), ROM (Read-Only Memory), EEPROM (Electrically Erasable Programmable Read-Only Memory), PROM (Programmable Read-Only Memory), magnetic memory, magnetic disk , may include at least one type of storage medium among optical disks.

The display 1230 may display an image on the screen under the control of the processor 1210 . The display 1230 may include a user interface including a touch interface.

13 is a block diagram for separately explaining the configuration of the processor 1210 according to an embodiment of the present disclosure in terms of learning and processing of a neural network.

Referring to FIG. 13 , the processor 1210 according to an embodiment may include a data learning unit 1310 and a data processing unit 1320 . The processor 1210 may correspond to the processor 1210 of the medicinal crop management server 40 of FIG. 12 .

The data learning unit 1310 learns a criterion for classifying and classifying images of a plurality of medicinal crops and a criterion for classifying and classifying images of a plurality of people in order to train a neural network according to an embodiment of the present disclosure can do. The data learning unit 1310 may learn a criterion regarding which information (eg, feature information) of the input image is used to classify and classify the input image. Also, the data learning unit 1310 may learn a criterion regarding how to classify and classify the image by using the characteristic information of the image. The data learning unit 1310 acquires data (eg, an image) to be used for learning, and applies the acquired data to a data processing model (neural network) to learn a criterion for classifying and classifying an input image. can

For example, the data learning unit 1310 receives an image of a plurality of divided medicinal crops included in the internal database of the medicinal crop management server 40, classifies the plurality of medicinal crops, and divides the results and the division of the medicinal crops. By receiving feedback on the difference in information, it can be trained to distinguish a plurality of medicinal crops. In addition, the data learning unit 1310 receives an image of a plurality of divided people, classifies the plurality of people, and receives feedback of the difference between the result of the division and the information on the division, so that the person included in each of the plurality of images can be identified. They may be trained to determine whether they are the same person.

A data processing model (eg, a neural network) may be constructed in consideration of the field of application of the recognition model, the purpose of learning, or the computer performance of the device. The data processing models may be, for example, models based on a neural network. For example, a model such as a Deep Neural Network (DNN), a Convolutional Neural Network (CNN), a Recurrent Neural Network (RNN), or a Bidirectional Recurrent Deep Neural Network (BRDNN) may be used as the data processing model, but is not limited thereto.

Also, the data learning unit 1310 may train the data processing models using, for example, a learning algorithm including an error back-propagation method or a gradient descent method.

Also, the data learning unit 1310 may learn the data processing model through supervised learning using, for example, learning data as an input value. In addition, the data learning unit 1310 processes data through unsupervised learning, for example, discovering a standard for data processing by self-learning the type of data required for data processing without any guidance. model can be trained. Also, the data learning unit 1310 may train the data processing model through, for example, reinforcement learning using feedback on whether a result value according to learning is correct.

Also, when the data processing model is learned, the data learning unit 1310 may store the learned data processing model. In this case, the data learning unit 1310 may store the learned data processing models in the memory of the computing device. Alternatively, the data learning unit 1310 may store the learned data processing model in a memory of a server connected to the computing device through a wired or wireless network.

The data processing unit 1320 may input an image to a data processing model including the learned neural network, and the data processing model may output a result of classifying and classifying the input image as a result value. The output result may be used to update a data processing model including a neural network.

At least one of the data learning unit 1310 and the data processing unit 1320 may be manufactured in the form of at least one hardware chip and mounted in a computing device. For example, at least one of the data learning unit 1310 and the data processing unit 1320 may be manufactured in the form of a dedicated hardware chip for artificial intelligence (AI), or a conventional general-purpose processor (eg, CPU or application processor) or a graphics-only processor (eg, GPU) may be manufactured and mounted.

In addition, the data learning unit 1310 and the data processing unit 1320 may provide model information built by the data learning unit 1310 to the data processing unit 1320 using a wired connection or a wireless connection, and the data processing unit ( Data input to 1320 may be provided to the data learning unit 1310 as additional learning data.

Meanwhile, at least one of the data learning unit 1310 and the data processing unit 1320 may be implemented as a software module. When at least one of the data learning unit 1310 and the data processing unit 1320 is implemented as a software module (or a program module including instructions), the software module is a computer-readable non-transitory readable It may be stored in a recording medium (non-transitory computer readable media). Also, in this case, at least one software module may be provided by an operating system (OS) or may be provided by a predetermined application. Alternatively, a part of the at least one software module may be provided by an operating system (OS), and the other part may be provided by a predetermined application.

The method for providing history information of medicinal crops of the present disclosure may be implemented in the form of program instructions that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions recorded on the medium may be specially designed and configured for the present invention, or may be known and available to those skilled in the art of computer software. Examples of the computer-readable recording medium include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic such as floppy disks. - includes magneto-optical media, and hardware devices specially configured to store and carry out program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions include not only machine language codes such as those generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like.

Although the embodiments have been described in detail above, the scope of the present invention is not limited thereto, and various modifications and improvements by those skilled in the art using the basic concept of the present invention as defined in the following claims are also included in the scope of the present invention. belongs to

Claims (5)

In the method of providing history information of medicinal crops,
and receiving, by a medicinal crop management server, a first registration request message requesting registration of the medicinal crop from a first electronic device of the medicinal crop grower , wherein the first registration request message is a cultivation related to the medicinal crop. information and a profile of a grower of the medicinal crop , wherein the cultivation information includes a name, a photograph, an active ingredient code, and information on a cultivation area of the medicinal crop,
The medicinal crop management server determines the validity of the first registration request message based on a comparison of the information stored in the internal database and the first registration request message, and as the first registration request message is determined to be valid, the medicinal use Registering in the medicinal crop management server by assigning a first index to the crop growers and the medicinal crops;
The first electronic device, wherein from the medicinal plant growers, the first comprising the step of receiving the cultivation journal information in through the cultivation diary application installed in the electronic device, the medicinal plants, and the cultivation journal information of the medicinal plants At least three images related to the cultivation work , including text description and work date and time information, and the information input to the cultivation diary application is automatically transmitted to the medicinal crop management server,
The Crop management server, wherein the validation using the above cultivation journal information to the neural network received from the first electronic device and to provide medicinal plants provided applications and medicinal plants information. Therefore, As the cultivation journal information to verify the medicinal the website Posting the cultivation history information of crops , wherein the cultivation history information includes the cultivation information, the cultivation diary information, the profile of the medicinal crop grower, and the first index,
and receiving, by the medicinal crop management server, a second registration request message requesting to register the medicinal crop as a processing target of the medicinal crop processor, from a second electronic device of the medicinal crop processor; The registration request message includes the first index, processing information on the medicinal crop, and a profile of the medicinal crop processor , and the processing information proves that the medicinal crop processor has been supplied with the medicinal crop from the medicinal crop grower. evidence, which will contain information and information processing, and information about whether the processing procedures for the processing device,
and generating, by the medicinal crop management server, a management code of the medicinal crop based on the second registration request message, wherein the management code includes a processor country code, a processor code, and a processor associated with the medicinal crop. and a main component code, a plantation code, a grower code, a cultivation date, a processing date and a second index ,
and receiving, by the second electronic device, processing log information of the medicinal crop from the medicinal crop processor through a processing log application installed in the second electronic device, wherein the processing log information includes the medicinal crop at least three images related to the processing operation of
The medicinal crop management server updates the management code based on the processing log information received from the second electronic device , and the processing history of the medicinal crops in the medicinal crop information providing application and the medicinal crop information providing website and posting information , wherein the processing history information includes the processing information, the processing log information, the medicinal crop processor information, and the management code,
The third electronic device of the consumer displays a search interface for searching for medicinal crops on the medicinal crop information providing website displayed on the third electronic device or the medicinal crop information providing application installed in the third electronic device. step; and
and displaying, by the third electronic device, the cultivation history information and the processing history information of the medicinal crop in response to receiving a search input from the consumer on the search interface,
The at least three images related to the cultivation operation of the medicinal crop include: i) a first image in which the image area of one medicinal crop in the plantation is at least 1/3 of the total image area, ii) the medicinal crop present in the same location at the same time , a second image including the cultivated land of the medicinal crop and the surrounding landscape of the plantation, and iii) the medicinal crop, the plantation of the medicinal crop, the surrounding landscape of the plantation, and the cultivation employees of the medicinal crop grower, which are simultaneously present in the same place It includes a third image containing the appearance of
At least three images related to the processing operation of the medicinal crop are: i) a fourth image comprising a scene in which the medicinal crop is inserted into the processing device; A fifth image including the inserted scene and the appearance of a processing employee of the medicinal crop processor, and iii) a sixth image containing the processing device, the medicinal crop that has been processed, and the processing employee present at the same time at the same time contains images,
The profile of the medicinal crop grower includes a cultivation employee profile image including the appearance of the cultivation employee,
The profile of the medicinal crop processor includes a processed employee profile image including the image of the processing employee,
The step of verifying the cultivation diary information using a neural network includes:
By comparing the first image, the second image and the third image with the image of the medicinal crop corresponding to the active ingredient code stored in the internal database using the neural network, the medicinal crop corresponding to the active ingredient code verifying whether they match; and
and verifying that the medicinal crop grower has grown the medicinal crop by comparing the grower employee profile image with the third image using the neural network.
delete delete According to claim 1,
Evidence proving that the medicinal crop processor received the medicinal crop from the medicinal crop grower includes: i) a seventh image including the cultivation employee, the processing employee, and the medicinal crop present at the same time and the medicinal crop; comprising a contract between the medicinal crop grower and the medicinal crop processor, or ii) an eighth image comprising a parcel received by the medicinal crop processor from the medicinal crop grower, and in the eighth image, the waybill information of the parcel; can be identified.
According to claim 1,
The method further comprises training the neural network,
Training the neural network comprises:
By inputting images of a plurality of divided medicinal crops included in the internal database to the neural network, the plurality of medicinal crops are classified, and a result of the classification of the neural network and a difference in information about the division of the group are transmitted to the neural network. training the neural network to discriminate the plurality of medicinal crops by feedback; and
By inputting images of a plurality of segmented people into the neural network to classify the plurality of people, and feeding back a result of segmentation of the neural network and a difference in segment information to the neural network, the neural network A method comprising the step of training to determine whether each person included in the image of each other is the same.

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