CN108875822A - Data capture method, device, electronic equipment and computer readable storage medium - Google Patents
Data capture method, device, electronic equipment and computer readable storage medium Download PDFInfo
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- CN108875822A CN108875822A CN201810589381.XA CN201810589381A CN108875822A CN 108875822 A CN108875822 A CN 108875822A CN 201810589381 A CN201810589381 A CN 201810589381A CN 108875822 A CN108875822 A CN 108875822A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
- G06F18/2193—Validation; Performance evaluation; Active pattern learning techniques based on specific statistical tests
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
- G06V10/751—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
Abstract
The embodiment of the invention discloses a kind of data capture method, device, electronic equipment and computer readable storage medium, the method includes：Obtain preset first Item Information at the present image and the glove at glove；The present image is identified, determines the second Item Information at the glove；Corresponding historical information at the glove is obtained, abnormal data information is determined according to first Item Information, second Item Information and the historical information.The technical solution automatically determines abnormal data information by current item information at glove compared with default Item Information, can greatly reduce the cost of human input in this way, improves data statistics efficiency, and then nobody is effectively supported to sell the large-scale development of industry.
Description
Technical field
The present embodiments relate to technical field of information processing, and in particular to a kind of data capture method, device, electronics are set
Standby and computer readable storage medium.
Background technique
With the development of internet technology, scientific and technological progress, in order to facilitate the use of people, unmanned supermarket, nobody is sold
Machine, unmanned shelf come into being, and realize complete autonomous shopping.
However, inventor has found in the implementation of the present invention, since nobody sells in environment nobody for user's
Therefore the supervision of buying behavior often will appear the cargo other than buying behavior and reduce situation, and then businessman is caused to manage
Loss.The case where in order to understand loss of goods, businessman generally use the mode manually made an inventory to realize, but manually make an inventory it is time-consuming compared with
Long, real-time is poor, and human cost is higher.
Summary of the invention
The embodiment of the present invention provides a kind of data capture method, device, electronic equipment and computer readable storage medium.
In a first aspect, providing a kind of data capture method in the embodiment of the present invention.
Specifically, the data capture method, including：
Obtain preset first Item Information at the present image and the glove at glove；
The present image is identified, determines the second Item Information at the glove；
Obtain corresponding historical information at the glove, according to first Item Information, second Item Information and
The historical information determines abnormal data information.
With reference to first aspect, the embodiment of the present invention is set described in the acquisition in the first implementation of first aspect
Corresponding historical information at object determines different according to first Item Information, second Item Information and the historical information
Regular data information, including：
The third attribute letter of article at the glove is determined according to first Item Information and second Item Information
Breath；
Corresponding historical information at the glove is obtained, is determined according to the historical information and the third attribute information different
Regular data information.
With reference to first aspect with the first implementation of first aspect, second in first aspect of the embodiment of the present invention
It is described to obtain corresponding historical information at the glove in implementation, according to first Item Information, second article
Information and the historical information determine abnormal data information, including：
According to first Item Information and second Item Information determine the target item in the present image with
And the 4th attribute information of the target item；
The corresponding historical information of the target item is obtained, and according to the historical information of the target item and the described 4th
Attribute information determines the abnormal data information of the target item.
With reference to first aspect, second of implementation of the first implementation of first aspect and first aspect, this hair
Bright embodiment is provided at least two predeterminated positions in the third implementation of first aspect at the glove, described pre-
If position is placed with the article of preset quantity.
With reference to first aspect, the first implementation of first aspect, first aspect second of implementation and first
The third implementation of aspect, the embodiment of the present invention are described according to described in the 4th kind of implementation of first aspect
One Item Information and second Item Information determine of target item and the target item in the present image
Four attribute informations, including：
The first attribute information of the corresponding default article of the predeterminated position is determined according to first Item Information；
The second attribute letter of article at the corresponding glove of the predeterminated position is determined according to second Item Information
Breath；
First attribute information and second attribute information are compared, determine the target item and described
4th attribute information of target item.
With reference to first aspect, the first implementation, second of implementation of first aspect, first party of first aspect
The third implementation in face and the 4th kind of implementation of first aspect, five kind reality of the embodiment of the present invention in first aspect
It is described that object in the present image is determined according to first Item Information and second Item Information in existing mode
4th attribute information of product and the target item, including：
The 5th attribute information of default article is determined according to first Item Information；
The 6th attribute information of article at the glove is determined according to second Item Information；
5th attribute information and the 6th attribute information are compared, determine the target item and described
4th attribute information of target item.
With reference to first aspect, the first implementation, second of implementation of first aspect, first party of first aspect
The 5th kind of implementation of the third implementation in face, the 4th kind of implementation of first aspect and first aspect, the present invention
In the 6th kind of implementation of first aspect, the historical information includes embodiment：Initial placement quantity, default historical time
History supplementary data in section, the historic sales data in default historical time section and cost price data；
It is described to determine that abnormal data is believed according to first Item Information, second Item Information and the historical information
Breath, including：
Article at the glove is calculated according to first Item Information, second Item Information and the historical information
Abnormal quantity；
According to the cost price data and the abnormal quantity, the abnormal data information is determined.
With reference to first aspect, the first implementation, second of implementation of first aspect, first party of first aspect
The third implementation in face, the 4th kind of implementation of first aspect, first aspect the 5th kind of implementation and first party
The 6th kind of implementation in face, the embodiment of the present invention further include in the 7th kind of implementation of first aspect：
The abnormal data information is integrated, the abnormality data information at the glove is obtained；
Predetermined registration operation is executed according to the abnormality data information at the glove.
Second aspect provides a kind of data acquisition facility in the embodiment of the present invention.
Specifically, the data acquisition facility, including：
Module is obtained, is configured as obtaining preset first Item Information at the present image and the glove at glove；
Identification module is configured as identifying the present image, determines the second Item Information at the glove；
Determining module is configured as obtaining corresponding historical information at the glove, according to first Item Information, institute
It states the second Item Information and the historical information determines abnormal data information.
In conjunction with second aspect, the embodiment of the present invention is in the first implementation of second aspect, the determining module packet
It includes：
First determination submodule is configured as according to first Item Information and second Item Information determination
The third attribute information of article at glove；
Second determines submodule, is configured as obtaining corresponding historical information at the glove, according to the historical information
Abnormal data information is determined with the third attribute information.
In conjunction with the first of second aspect and second aspect implementation, second in second aspect of the embodiment of the present invention
In implementation, the determining module includes：
Third determines submodule, is configured as according to first Item Information and second Item Information determination
4th attribute information of target item and the target item in present image；
4th determines submodule, is configured as obtaining the corresponding historical information of the target item, and according to the target
The historical information of article and the 4th attribute information determine the abnormal data information of the target item.
In conjunction with the first implementation of second aspect, second aspect and second of implementation of second aspect, this hair
Bright embodiment is provided at least two predeterminated positions in the third implementation of second aspect at the glove, described pre-
If position is placed with the article of preset quantity.
In conjunction with the first implementation of second aspect, second aspect, second of implementation and second of second aspect
The third implementation of aspect, for the embodiment of the present invention in the 4th kind of implementation of second aspect, the third determines son
Module includes：
5th determines submodule, is configured as determining that the predeterminated position is corresponding default according to first Item Information
First attribute information of article；
6th determines submodule, is configured as determining that the predeterminated position is corresponding described according to second Item Information
Second attribute information of article at glove；
7th determines submodule, is configured as being compared first attribute information and second attribute information,
Determine the 4th attribute information of the target item and the target item.
The first implementation, second of implementation of second aspect, second party in conjunction with second aspect, second aspect
The third implementation in face and the 4th kind of implementation of second aspect, five kind reality of the embodiment of the present invention in second aspect
In existing mode, the third determines that submodule includes：
8th determines submodule, is configured as determining the 5th attribute letter of default article according to first Item Information
Breath；
9th determines submodule, is configured as determining that the 6th of article at the glove belongs to according to second Item Information
Property information；
Tenth determines submodule, is configured as being compared the 5th attribute information and the 6th attribute information,
Determine the 4th attribute information of the target item and the target item.
The first implementation, second of implementation of second aspect, second party in conjunction with second aspect, second aspect
The 5th kind of implementation of the third implementation in face, the 4th kind of implementation of second aspect and second aspect, the present invention
In the 6th kind of implementation of second aspect, the historical information includes embodiment：Initial placement quantity, default historical time
History supplementary data in section, the historic sales data in default historical time section and cost price data；
The determining module includes：
Computational submodule is configured as being believed according to first Item Information, second Item Information and the history
Breath calculates the abnormal quantity of article at the glove；
11st determines submodule, is configured as according to the cost price data and the abnormal quantity, determine described in
Abnormal data information.
The first implementation, second of implementation of second aspect, second party in conjunction with second aspect, second aspect
The third implementation in face, the 4th kind of implementation of second aspect, second aspect the 5th kind of implementation and second party
The 6th kind of implementation in face, the embodiment of the present invention further include in the 7th kind of implementation of second aspect：
Module is integrated, is configured as integrating the abnormal data information, obtains the abnormality at the glove
Data information；
Execution module is configured as executing predetermined registration operation according to the abnormality data information at the glove.
The third aspect, the embodiment of the invention provides a kind of electronic equipment, including memory and processor, the memories
The computer instruction of data capture method in above-mentioned first aspect is executed for storing one or more support data acquisition facility,
The processor is configured to for executing the computer instruction stored in the memory.The data acquisition facility can be with
Including communication interface, for data acquisition facility and other equipment or communication.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage mediums, obtain dress for storing data
Computer instruction used is set, it includes be involved by data acquisition facility for executing data capture method in above-mentioned first aspect
And computer instruction.
Technical solution provided in an embodiment of the present invention can include the following benefits：
Above-mentioned technical proposal obtains preset Item Information at present image and glove at glove first, then to described
Present image is identified, determines the second Item Information at the glove, finally obtains corresponding history letter at the glove
Breath, determines abnormal data information according to first Item Information, second Item Information and the historical information.The technology
Scheme automatically determines anomalies compared with default Item Information according to the second Item Information that present image at glove obtains
The abnormal data information of product can greatly reduce the cost of human input in this way, improve data statistics efficiency, and then effectively support
Nobody sells the large-scale development of industry.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The embodiment of the present invention can be limited.
Detailed description of the invention
In conjunction with attached drawing, pass through the detailed description of following non-limiting embodiment, other feature, the mesh of the embodiment of the present invention
And advantage will be apparent.In the accompanying drawings：
Fig. 1 shows the flow chart of data capture method according to an embodiment of the present invention；
Fig. 2 shows the flow charts of the step S103 of the data capture method of embodiment according to Fig. 1；
Fig. 3 shows the flow chart of the step S103 according to the data capture method of another embodiment；
Fig. 4 shows the flow chart of the step S301 of the data capture method of embodiment according to Fig.3,；
Fig. 5 shows the flow chart of the step S301 according to the data capture method of another embodiment；
Fig. 6 shows the flow chart of the step S103 according to the data capture method of another embodiment；
The data capture method that Fig. 7 shows another embodiment according to the present invention executes the flow chart of predetermined registration operation part；
Fig. 8 shows the structural block diagram of data acquisition facility according to an embodiment of the present invention；
Fig. 9 shows the structural block diagram of the determining module 803 of the data acquisition facility of embodiment according to Fig.8,；
Figure 10 shows the structural block diagram of the determining module 803 according to the data acquisition facility of another embodiment；
The third that Figure 11 shows the data acquisition facility of embodiment according to Fig.10, determines the structure of submodule 1001
Block diagram；
Figure 12 shows the structural block diagram that submodule 1001 is determined according to the third of the data acquisition facility of another embodiment；
Figure 13 shows the structural block diagram of the determining module 803 according to the data acquisition facility of another embodiment；
Figure 14 shows the structure of the execution predetermined registration operation part of the data acquisition facility of another embodiment according to the present invention
Block diagram；
Figure 15 shows the structural block diagram of electronic equipment according to an embodiment of the present invention；
Figure 16 is adapted for the knot for realizing the computer system of data capture method according to an embodiment of the present invention
Structure schematic diagram.
Specific embodiment
Hereinafter, the illustrative embodiments of the embodiment of the present invention will be described in detail with reference to the attached drawings, so that art technology
Them are easily implemented in personnel.In addition, for the sake of clarity, being omitted in the accompanying drawings unrelated with description illustrative embodiments
Part.
In embodiments of the present invention, it should be appreciated that the term of " comprising " or " having " etc. is intended to refer in this specification
The presence of disclosed feature, number, step, behavior, component, part or combinations thereof, and be not intended to exclude it is one or more its
A possibility that his feature, number, step, behavior, component, part or combinations thereof exist or are added.
It also should be noted that in the absence of conflict, the feature in embodiment and embodiment in the present invention
It can be combined with each other.Embodiment that the present invention will be described in detail below with reference to the accompanying drawings and embodiments.
Technical solution provided in an embodiment of the present invention obtains preset article at present image and glove at glove first
Then information identifies the present image, determine the second Item Information at the glove, finally obtain the glove
Locate corresponding historical information, is determined according to first Item Information, second Item Information and the historical information abnormal
Data information.The technical solution according at glove present image obtain the second Item Information compared with default Item Information come
The abnormal data information for automatically determining exception items can greatly reduce the cost of human input in this way, improve data statistics effect
Rate, and then nobody is effectively supported to sell the large-scale development of industry.
Fig. 1 shows the flow chart of data capture method according to an embodiment of the present invention, and the data capture method can
Can also implement in server end in client implementations such as intelligent vending machines.As shown in Figure 1, the data capture method packet
Include following steps S101-S103：
In step s101, preset first Item Information at the present image and the glove at glove is obtained；
In step s 102, the present image is identified, determines the second Item Information at the glove；
In step s 103, corresponding historical information at the glove is obtained, according to first Item Information, described
Two Item Information and the historical information determine abnormal data information.
It is mentioned above, progress with the development of internet technology, scientific and technological, in order to facilitate the use of people, unmanned supermarket,
Unmanned vending machine, unmanned shelf come into being, and realize complete autonomous shopping.But due to nobody sell in environment also nobody for
The buying behavior of user is supervised, and therefore, often be will appear the cargo other than buying behavior and is reduced situation, and then lead to businessman
Operating loss occurs.Industry is sold for nobody, it is point operation that goods damage situation, which is the indispensable core data of service operation,
One of most important parameter of quality evaluation, while being also the important evidence of point migration efficiency decision.Currently, the palm of goods damage data
Control, which depends on, periodically manually makes an inventory, but this mode takes a long time, and real-time is poor, and human cost is higher.
In view of drawbacks described above, in this embodiment, a kind of data capture method is proposed, this method obtains glove first
Preset Item Information at the present image and glove at place；Then present image is identified, determines object current at glove
Product information；Corresponding historical information at glove is finally obtained, according to first Item Information, second Item Information and institute
It states historical information and determines abnormal data information.The technical solution by current item information at glove, default Item Information with
Corresponding historical information is compared relatively come the abnormal data information for automatically determining exception items at glove at glove, in this way can be significantly
The cost of human input is reduced, improves data statistics efficiency, and then nobody is effectively supported to sell the large-scale development of industry.
Wherein, the material-putting space that can sell article can be placed for vending machine, vending machine, shelf etc. at the glove, on
It states and is merely illustrative, the embodiment of the present invention is not especially limited the specific implementation form at glove.
In an optional implementation of the present embodiment, it can be adopted by being placed on the images such as the camera near at glove
Acquisition means obtain the present image at glove according to prefixed time interval, can also set by artificial mode periodically to acquire
Present image at object, for obtaining the concrete mode of present image at glove, the embodiment of the present invention is not particularly limited.
In an optional implementation of the present embodiment, after getting the present image at glove, by image mesh
The current information of article put at the mark available glove of identification technology, i.e., the second Item Information at the described glove,
In, second Item Information includes the current quantity information of article, current class information etc..For example, passing through target signature
It extracts, matching, analyze to identify in present image with the presence or absence of some or certain several articles, the quantity of each article, respectively
The information such as locating location of pixels in the picture can obtain later again by the way that image pixel positions are corresponding with physical location
The information such as the current quantity information and current class information of the article put at glove.When the present image is depth map
When picture, can Direct Recognition go out the particular number of current item, the depth image refer to include and the scenario objects of viewpoint
The image of the information of the distance dependent on surface, pixel value and image collecting device distance are collected the actual range of image object
There are corresponding relationships, that is to say, that by the depth image can know collected image object and image collecting device it
Between range information.Therefore, it can be determined by the current depth image for including range information and preset position at the glove
Set the specific current quantity of the article of corresponding placement.When the present image is normal image, predeterminated position pair may recognize that
Whether the quantity for answering article is 0.
In an optional implementation of the present embodiment, preset first Item Information is at glove at the glove
Predeterminated position is placed with the Item Information of preset quantity, may be provided at least two predeterminated positions at the glove, described default
Position is placed with the article of preset quantity respectively.Wherein, first Item Information can preset images of items for a width, can also
Think a default list of articles, wherein the default images of items can be the piece image pre-set, can also manage
Solution is is that the standard picture that article is placed at a kind of glove is placed at preset position at glove respectively in this image
The special article of preset quantity when actually selling, is placed corresponding according to corresponding position of the default images of items at glove
Article, in order to the comparison of subsequent article quantity, certainly, the article that different predetermined positions are placed can be identical or not
Together；Wherein, the default list of articles may include the one or more predeterminated positions for placing default article, on each predeterminated position
The classification and quantity for the default article placed, or the different location information placed including the default article of certain one kind, and
The quantity of the article etc. that each position is placed respectively.
For example, if being equipped with 4 predeterminated positions at glove, respectively predeterminated position 1, predeterminated position 2, predeterminated position 3 and pre-
If position 4,4 kinds of default articles are placed with, respectively default article 1, default article 2, default article 3 and default article 4, then
When default Item Information is default images of items, the default article of the first quantity can be placed in image at predeterminated position 1
1, the default article 2 of the second quantity is placed at predeterminated position 2, and the default article 3 of third quantity is placed at predeterminated position 3, is preset
The default article 4 of the 4th quantity is placed at position 4, alternatively, placing the default article 1 of the first quantity at predeterminated position 1, is preset
The default article 2 of the second quantity and the default article 3 of third quantity are placed at position 2, place the 4th quantity at predeterminated position 3
Article 3 is preset, the default article 4 of the 5th quantity is placed at predeterminated position 4, naturally it is also possible to use other laying for goods modes；
When default Item Information is default list of articles, the default list of articles can be rendered as：
| Position | Put content | Quantity |
| Predeterminated position 1 | Default article 1 | First quantity |
| Predeterminated position 2 | Default article 2 | Second quantity |
| Default article 3 | Third quantity | |
| Predeterminated position 3 | Default article 3 | 4th quantity |
| Default article 4 | 5th quantity | |
| Predeterminated position 4 | Default article 4 | 6th quantity |
It can also be rendered as：
| Put content | Position | Quantity |
| Default article 1 | Predeterminated position 1 | First quantity |
| Predeterminated position 2 | Second quantity | |
| Default article 2 | Predeterminated position 2 | Third quantity |
| Default article 3 | Predeterminated position 3 | 4th quantity |
| Predeterminated position 4 | 5th quantity | |
| Default article 4 | Predeterminated position 4 | 6th quantity |
In an optional implementation of the present embodiment, corresponding historical information includes at the glove：Article is initial
Place quantity, article history supplementary data in default historical time section, in default historical time section article historic sales data and
Item Cost price data etc..Wherein, the article initial placement quantity can indicate to be initially placed at the article at glove
Initial number can also just update the historical information of lower article at regular intervals to reduce the storage of data volume, such as
The initial time that end time as lower a statistical time section is calculated using previous abnormal data, at this point, the initial placement quantity
The initial time that renewal time section or a default historical time section can be referred to is placed on article number at glove
Amount；The Item Cost price data may refer to article purchasing cost price data, also may refer to article and sells goods price number
According to can specifically be determined according to the needs of practical application, the present invention is not especially limited it；The article history supplements number
According to referring in a default historical time section, for example calculate from current time to previous abnormal data the historical time between the time
Item complementary data in section；The article historic sales data refers in a default historical time section, for example, from it is current when
Between to previous abnormal data calculate the time between historical time section in items sold data.
Wherein, the abnormal data information refers in addition to the normal goods flow-datas such as normal sale, normal damage
Data also may be collectively referred to as example, the number of articles as caused by no sale behavior reduces data, improper damage data etc.
Goods damage data.The abnormal data information can be obtained by the comparison of goods attribute information, for example, learning a certain commodity
It, can be by the way that the sum of sales volume and quantity on hand and quantity in be compared after quantity in, sales volume and quantity on hand
Compared with being obtained in conjunction with the price of the commodity.
In an optional implementation of the present embodiment, as shown in Fig. 2, the step S103, i.e., described in the described acquisition
Corresponding historical information at glove is determined according to first Item Information, second Item Information and the historical information
The step of abnormal data information, including step S201-S202：
In step s 201, article at the glove is determined according to first Item Information and second Item Information
Third attribute information；
In step S202, corresponding historical information at the glove is obtained, according to the historical information and the third
Attribute information determines abnormal data information.
In view of no matter whether current item information is corresponding consistent with default Item Information at glove, certain or certain several object
Product are possible to goods damage situation occur, if more corresponding with default Item Information than current item information at glove inconsistent, having can
It can be the difference of the Item Information as caused by normal sale, it is also possible to be because Item Information is different caused by goods damage；If
Current item information is corresponding with default Item Information consistent at glove, it may be possible to it sells goods identical with the data that replenish, but
It is possible that occurring goods damage during selling goods, only current item information is by chance consistent with default Item Information.Therefore in the reality
In existing mode, need to determine the third attribute letter of article at glove according to first Item Information and second Item Information
Breath, wherein the third attribute information includes the information such as the quantity information for all items placed at glove, classification information,
Then again by it compared with the historical information of article corresponding at glove to determining abnormal data information.
In an optional implementation of the present embodiment, believe in order to quickly estimate to obtain abnormal data at glove
Breath, it is contemplated that goods damage situation more likely occur in current item information and the inconsistent article of default Item Information, therefore, can incite somebody to action
Then current item information and the inconsistent article of default Item Information carry out abnormal number for target item as target item
It is believed that the estimation of breath.
In this implementation, as shown in figure 3, the step S103, i.e., described to obtain corresponding history at the glove
Information determines the step of abnormal data information according to first Item Information, second Item Information and the historical information
Including step S301-S302 suddenly,：
In step S301, determined in the present image according to first Item Information and second Item Information
Target item and the target item the 4th attribute information；
In step s 302, the corresponding historical information of the target item is obtained, and according to the history of the target item
Information and the 4th attribute information determine the abnormal data information of the target item.
In this implementation, current figure is determined according to the first current Item Information and preset second Item Information
Current item information and the inconsistent target item of default Item Information as in, and obtain the 4th attribute letter of the target item
Breath, wherein the 4th attribute information includes the information such as the quantity information of target item, classification information, then again by object
4th attribute information of product compared with the historical information of target item to come the abnormal data information that determines target item, as right
The estimation of abnormal data information at glove.The embodiment can improve estimated value in the case where guaranteeing to estimate accuracy rate
Calculating speed, save calculate the time.
Wherein, the target item can be such as shortage article etc., and those skilled in the art can be according to reality
Target item is arranged in the needs of application.
In an optional implementation of the present embodiment, at least two predeterminated positions are provided at the glove, it is described
Predeterminated position is placed with the article of preset quantity.It, can be directly by corresponding position when a certain predeterminated position places ware
Number of articles be compared to determine the target item, for example, for predeterminated position 1, it is assumed that currently default at glove
Position 1 is placed with 3 articles 1, and the preset quantity of the article is 6 at predeterminated position 1, and the current quantity 3 of article 1 is less than default
Quantity 6, then the article is regarded as the article for shortage occur, i.e. target item.
In this implementation, as shown in figure 4, the step S301, i.e., according to first Item Information and described
Two Item Information determine the step of four attribute information of target item and the target item in the present image, packet
Include step S401-S403：
In step S401, the first of the corresponding default article of the predeterminated position is determined according to first Item Information
Attribute information；
In step S402, article at the corresponding glove of the predeterminated position is determined according to second Item Information
The second attribute information；
In step S403, first attribute information and second attribute information are compared, determine the mesh
Mark the 4th attribute information of article and the target item.
Wherein, first attribute information includes the information such as quantity information, the classification information of default article, and described second belongs to
Property information includes the information such as the current quantity information of article at glove, classification information.
In this implementation, by the first attribute information of the default article placed in predeterminated position and corresponding predeterminated position
Second attribute information of the current item of placement compares, and can determining the attribute information of which article, there are inconsistent feelings
Condition, and then can determine which article is that target item further determines that the target after target item has been determined in order to subsequent
Whether article is the article of goods damage situation occur, while should also obtain the 4th attribute information of the target item really, wherein
4th attribute information includes the information such as the quantity information of the target item, classification information.
In view of in application scenes, it is possible to which the goods categories that multiple and different positions are placed are identical, it is also possible to
The goods categories that same position is placed are different, then the goods categories placed of each position change at random, and be not fixed, because
This, in an optional implementation of the present embodiment, the position that each article is placed at glove is without presetting.Than
Such as, the default Item Information can be shown as：
| Put content | Quantity |
| Default article 1 | First quantity |
| Default article 2 | Second quantity |
| Default article 3 | Third quantity |
| Default article 4 | 4th quantity |
That is, a certain predeterminated position at the glove may place similar article, it is also possible to place inhomogeneity
Article, i.e. certain a kind of article is possible to be placed on same predeterminated position, it is also possible to be placed on different predeterminated positions, at this time
Certain a kind of article can directly be counted summarizes quantity, then the object is relatively determined compared with the preset quantity of such article
Product have 3 for example, having 1 at predeterminated position 1 for article 1 at predeterminated position 2, then article 1 is put at glove
The total quantity set is 4, and the preset quantity that article 1 is placed at glove is 6, and the current quantity 4 of article 1 is less than preset quantity
6, then the article is regarded as the article for shortage occur, i.e. target item.
In this implementation, as shown in figure 5, the step S301, i.e., according to first Item Information and described
Two Item Information determine the step of four attribute information of target item and the target item in the present image, packet
Include step S501-S503：
In step S501, the 5th attribute information of default article is determined according to first Item Information；
In step S502, the 6th attribute information of article at the glove is determined according to second Item Information；
In step S503, the 5th attribute information and the 6th attribute information are compared, determine the mesh
Mark the 4th attribute information of article and the target item.
Wherein, the 5th attribute information includes the information such as quantity information, the classification information of default article, and the described 6th belongs to
Property information includes the information such as the current quantity information of article at glove, classification information.In this embodiment, due to presetting article
The position placed at glove is without presetting, then the object that can be placed in Direct Recognition present image at glove
6th attribute information of product, such as the classification and the corresponding number of articles of each classification of article, wherein the knowledge of goods attribute information
Other method is as described above, and details are not described herein again；Then by the of the 6th attribute information of same goods categories and default article
Five attribute informations are compared, and determine which article for mesh by judging whether current item quantity is less than default number of articles
Article is marked, after target item has been determined, further determines that whether the target item is goods damage situation occur really in order to subsequent
Article, while should also obtain the 4th attribute information of the target item, wherein the 4th attribute information includes the mesh
Mark the information such as quantity information, the classification information of article.It is mentioned above, it is preset when the current item quantity of same goods categories is less than
When number of articles, target item can be considered as, in the specific implementation, it is contemplated that the difference of above-mentioned quantity is likely due to just
Caused by normal sales behavior, therefore, in order to reduce calculation amount, error is calculated also for reducing, may also set up an amount threshold, when
When difference between the current item quantity and default number of articles of same goods categories is greater than the amount threshold, just it is considered
It is target item.
Above scheme can accurately and rapidly determine the target item for meeting preset condition by the comparison of attribute information,
Such as shortage article, in addition, the program can execute automatically identification work by operational tool, so as to effectively save
Human cost improves working efficiency and recognition accuracy.
In an optional implementation of the present embodiment, as shown in fig. 6, in the step S103, it is described according to
The step of first Item Information, second Item Information and the historical information determine abnormal data information, including step
S601-S602：
In step s 601, it is calculated according to first Item Information, second Item Information and the historical information
The abnormal quantity of article at the glove；
In step S602, according to the cost price data and the abnormal quantity, the abnormal data information is determined.
As described above, the abnormal data information is referred to except the normal goods flowing number such as normal sale, normal damage
It, can also be with for example, the number of articles as caused by no sale behavior reduces data, improper damage data etc. according to outer data
It is referred to as goods damage data.The abnormal data information can be obtained by the comparison of goods attribute information, for example, a certain learning
It, can be by by the sum of sales volume and quantity on hand and quantity in after the quantity ins of commodity, sales volume and quantity on hand
It is compared, is obtained in conjunction with the price of the commodity.
In this embodiment, obtaining at the glove after corresponding historical information, according to first Item Information,
The abnormal quantity of article at the glove is calculated in second Item Information and the historical information, for example, under
Formula calculates the abnormal quantity of article at the glove：
The abnormal quantity of article=article initial placement data+default interior article of historical time section is gone through at glove
The current article of history supplementary data-places the historic sales data that data-preset the article in historical time section.
Then according to the cost price data and abnormal quantity of the article, that is, it can determine the abnormal data letter of the article
Breath.Such as：The cost price data of the article are multiplied with its abnormal quantity can be obtained the abnormal data information of the article, i.e.,
The goods damage data of the article.
In an optional implementation of the present embodiment, as shown in fig. 7, the method also includes step S701-S702：
In step s 701, the abnormal data information is integrated, obtains the abnormality data at the glove
Information；
In step S702, predetermined registration operation is executed according to the abnormality data information at the glove.
In this embodiment, it is contemplated that there may be two or more exception items at a certain glove, than if any two
There is shortage in kind or various article, therefore, can carry out the abnormal data information of shortage article at the glove
Integration statistics, to obtain the abnormality data information at the glove, such as can be by different types of shortage article
Abnormal quantity be added, or the integration of the abnormality data information of different number shortage article is counted on into a quantity
In short list of articles, to grasp the overall quantity shortage at glove.
It further, can be according to different at the glove after obtaining the abnormality data information at the glove
Normal status data information executes predetermined registration operation, wherein the predetermined registration operation may include one of following or a variety of：Execute prison
Control, is manually sold etc. at manual oversight.
In an optional implementation of the present embodiment, the step S702, i.e., the described abnormal shape according at glove
State data information executes the step of predetermined registration operation, including step：
When determining that the abnormality data information at the glove meets preset condition, such as the abnormal quantity of exception items
When total amount is greater than the number of species of preset quantity threshold value or exception items greater than default type threshold value, for being held at the glove
Row predetermined registration operation.
In this embodiment, when determining that the abnormality data information at the glove meets the preset condition,
It is believed that occur serious goods damage situation at the glove, then just selling to implementing monitoring at the glove, manual oversight or manually
It sells equal measures and avoids the occurrence of even more serious goods damage to control goods damage situation.
It is applied it should be noted that technical solution of the embodiment of the present invention is not limited to sell in industry at nobody, in routine
The someone such as supermarket, shop, which sell under environment, still can effectively implement.
Following is apparatus of the present invention embodiment, can be used for executing embodiment of the present invention method.
Fig. 8 shows the structural block diagram of data acquisition facility according to an embodiment of the present invention, which can be by soft
Part, hardware or both are implemented in combination with as some or all of of electronic equipment, and the data acquisition facility may be implemented
For clients such as intelligent vending machines, server end also can be implemented as.As shown in figure 8, the data acquisition facility includes：
Module 801 is obtained, is configured as obtaining preset first article letter at the present image and the glove at glove
Breath；
Identification module 802 is configured as identifying the present image, determines the second article letter at the glove
Breath；
Determining module 803 is configured as obtaining corresponding historical information at the glove, is believed according to first article
Breath, second Item Information and the historical information determine abnormal data information.
It is mentioned above, progress with the development of internet technology, scientific and technological, in order to facilitate the use of people, unmanned supermarket,
Unmanned vending machine, unmanned shelf come into being, and realize complete autonomous shopping.But due to nobody sell in environment also nobody for
The buying behavior of user is supervised, and therefore, often be will appear the cargo other than buying behavior and is reduced situation, and then lead to businessman
Operating loss occurs.Industry is sold for nobody, it is point operation that goods damage situation, which is the indispensable core data of service operation,
One of most important parameter of quality evaluation, while being also the important evidence of point migration efficiency decision.Currently, the palm of goods damage data
Control, which depends on, periodically manually makes an inventory, but this mode takes a long time, and real-time is poor, and human cost is higher.
In view of drawbacks described above, in this embodiment, a kind of data acquisition facility is proposed, the device is by obtaining module
Preset Item Information at present image and glove at 801 acquisition gloves；Present image is known by identification module 802
Not, Item Information current at glove is determined；Corresponding historical information at glove is obtained by determining module 803, according to described
First Item Information, second Item Information and the historical information determine abnormal data information.The technical solution is by setting
Current item information at object, default Item Information relatively automatically determine at glove compared with historical information corresponding at glove
Abnormal data information can greatly reduce the cost of human input in this way, improve data statistics efficiency, and then effectively support nobody
Sell the large-scale development of industry.
Wherein, the material-putting space that can sell article can be placed for vending machine, vending machine, shelf etc. at the glove, on
It states and is merely illustrative, the embodiment of the present invention is not especially limited the specific implementation form at glove.
In an optional implementation of the present embodiment, it can be adopted by being placed on the images such as the camera near at glove
Acquisition means obtain the present image at glove according to prefixed time interval, can also set by artificial mode periodically to acquire
Present image at object, for obtaining the concrete mode of present image at glove, the embodiment of the present invention is not particularly limited.
In an optional implementation of the present embodiment, after getting the present image at glove, by image mesh
The current information of article put at the mark available glove of identification technology, i.e., the second Item Information at the described glove,
In, second Item Information includes the current quantity information of article, current class information etc..For example, passing through target signature
It extracts, matching, analyze to identify in present image with the presence or absence of some or certain several articles, the quantity of each article, respectively
The information such as locating location of pixels in the picture can obtain later again by the way that image pixel positions are corresponding with physical location
The information such as the current quantity information and current class information of the article put at glove.When the present image is depth map
When picture, can Direct Recognition go out the particular number of current item, the depth image refer to include and the scenario objects of viewpoint
The image of the information of the distance dependent on surface, pixel value and image collecting device distance are collected the actual range of image object
There are corresponding relationships, that is to say, that by the depth image can know collected image object and image collecting device it
Between range information.Therefore, it can be determined by the current depth image for including range information and preset position at the glove
Set the specific current quantity of the article of corresponding placement.When the present image is normal image, predeterminated position pair may recognize that
Whether the quantity for answering article is 0.
In an optional implementation of the present embodiment, preset first Item Information is at glove at the glove
Predeterminated position is placed with the Item Information of preset quantity, may be provided at least two predeterminated positions at the glove, described default
Position is placed with the article of preset quantity respectively.Wherein, first Item Information can preset images of items for a width, can also
Think a default list of articles, wherein the default images of items can be the piece image pre-set, can also manage
Solution is is that the standard picture that article is placed at a kind of glove is placed at preset position at glove respectively in this image
The special article of preset quantity when actually selling, is placed corresponding according to corresponding position of the default images of items at glove
Article, in order to the comparison of subsequent article quantity, certainly, the article that different predetermined positions are placed can be identical or not
Together；Wherein, the default list of articles may include the one or more predeterminated positions for placing default article, on each predeterminated position
The classification and quantity for the default article placed, or the different location information placed including the default article of certain one kind, and
The quantity of the article etc. that each position is placed respectively.
For example, if being equipped with 4 predeterminated positions at glove, respectively predeterminated position 1, predeterminated position 2, predeterminated position 3 and pre-
If position 4,4 kinds of default articles are placed with, respectively default article 1, default article 2, default article 3 and default article 4, then
When default Item Information is default images of items, the default article of the first quantity can be placed in image at predeterminated position 1
1, the default article 2 of the second quantity is placed at predeterminated position 2, and the default article 3 of third quantity is placed at predeterminated position 3, is preset
The default article 4 of the 4th quantity is placed at position 4, alternatively, placing the default article 1 of the first quantity at predeterminated position 1, is preset
The default article 2 of the second quantity and the default article 3 of third quantity are placed at position 2, place the 4th quantity at predeterminated position 3
Article 3 is preset, the default article 4 of the 5th quantity is placed at predeterminated position 4, naturally it is also possible to use other laying for goods modes；
When default Item Information is default list of articles, the default list of articles can be rendered as：
It can also be rendered as：
| Put content | Position | Quantity |
| Default article 1 | Predeterminated position 1 | First quantity |
| Predeterminated position 2 | Second quantity | |
| Default article 2 | Predeterminated position 2 | Third quantity |
| Default article 3 | Predeterminated position 3 | 4th quantity |
| Predeterminated position 4 | 5th quantity | |
| Default article 4 | Predeterminated position 4 | 6th quantity |
In an optional implementation of the present embodiment, corresponding historical information includes at the glove：Article is initial
Place quantity, article history supplementary data in default historical time section, in default historical time section article historic sales data and
Item Cost price data etc..Wherein, the article initial placement quantity can indicate to be initially placed at the article at glove
Initial number can also just update the historical information of lower article at regular intervals to reduce the storage of data volume, such as
The initial time that end time as lower a statistical time section is calculated using previous abnormal data, at this point, the initial placement quantity
The initial time that renewal time section or a default historical time section can be referred to is placed on article number at glove
Amount；The Item Cost price data may refer to article purchasing cost price data, also may refer to article and sells goods price number
According to can specifically be determined according to the needs of practical application, the present invention is not especially limited it；The article history supplements number
According to referring in a default historical time section, for example calculate from current time to previous abnormal data the historical time between the time
Item complementary data in section；The article historic sales data refers in a default historical time section, for example, from it is current when
Between to previous abnormal data calculate the time between historical time section in items sold data.
Wherein, the abnormal data information refers in addition to the normal goods flow-datas such as normal sale, normal damage
Data also may be collectively referred to as example, the number of articles as caused by no sale behavior reduces data, improper damage data etc.
Goods damage data.The abnormal data information can be obtained by the comparison of goods attribute information, for example, learning a certain commodity
It, can be by the way that the sum of sales volume and quantity on hand and quantity in be compared after quantity in, sales volume and quantity on hand
Compared with being obtained in conjunction with the price of the commodity.
In an optional implementation of the present embodiment, as shown in figure 9, the determining module 803 includes：
First determines submodule 901, is configured as being determined according to first Item Information and second Item Information
The third attribute information of article at the glove；
Second determines submodule 902, is configured as obtaining corresponding historical information at the glove, is believed according to the history
Breath and the third attribute information determine abnormal data information.
In view of no matter whether current item information is corresponding consistent with default Item Information at glove, certain or certain several object
Product are possible to goods damage situation occur, if more corresponding with default Item Information than current item information at glove inconsistent, having can
It can be the difference of the Item Information as caused by normal sale, it is also possible to be because Item Information is different caused by goods damage；If
Current item information is corresponding with default Item Information consistent at glove, it may be possible to it sells goods identical with the data that replenish, but
It is possible that occurring goods damage during selling goods, only current item information is by chance consistent with default Item Information.Therefore in the reality
In existing mode, need to determine the third attribute letter of article at glove according to first Item Information and second Item Information
Breath, wherein the third attribute information includes the information such as the quantity information for all items placed at glove, classification information,
Then again by it compared with the historical information of article corresponding at glove to determining abnormal data information.
In an optional implementation of the present embodiment, believe in order to quickly estimate to obtain abnormal data at glove
Breath, it is contemplated that goods damage situation more likely occur in current item information and the inconsistent article of default Item Information, therefore, can incite somebody to action
Then current item information and the inconsistent article of default Item Information carry out abnormal number for target item as target item
It is believed that the estimation of breath.
In this implementation, as shown in Figure 10, the determining module 803 includes：
Third determines submodule 1001, is configured as being determined according to first Item Information and second Item Information
4th attribute information of target item and the target item in the present image；
4th determines submodule 1002, is configured as obtaining the corresponding historical information of the target item, and according to described
The historical information of target item and the 4th attribute information determine the abnormal data information of the target item.
In this implementation, current figure is determined according to the first current Item Information and preset second Item Information
Current item information and the inconsistent target item of default Item Information as in, and obtain the 4th attribute letter of the target item
Breath, wherein the 4th attribute information includes the information such as the quantity information of target item, classification information, then again by object
4th attribute information of product compared with the historical information of target item to come the abnormal data information that determines target item, as right
The estimation of abnormal data information at glove.The embodiment can improve estimated value in the case where guaranteeing to estimate accuracy rate
Calculating speed, save calculate the time.
Wherein, the target item can be such as shortage article etc., and those skilled in the art can be according to reality
Target item is arranged in the needs of application.
In an optional implementation of the present embodiment, at least two predeterminated positions are provided at the glove, it is described
Predeterminated position is placed with the article of preset quantity.It, can be directly by corresponding position when a certain predeterminated position places ware
Number of articles be compared to determine the target item, for example, for predeterminated position 1, it is assumed that currently default at glove
Position 1 is placed with 3 articles 1, and the preset quantity of the article is 6 at predeterminated position 1, and the current quantity 3 of article 1 is less than default
Quantity 6, then the article is regarded as the article for shortage occur, i.e. target item.
In this implementation, as shown in figure 11, the third determines that submodule 1001 includes：
5th determines submodule 1101, is configured as determining that the predeterminated position is corresponding according to first Item Information
First attribute information of default article；
6th determines submodule 1102, is configured as determining that the predeterminated position is corresponding according to second Item Information
Second attribute information of article at the glove；
7th determines submodule 1103, is configured as comparing first attribute information and second attribute information
Compared with determining the 4th attribute information of the target item and the target item.
Wherein, first attribute information includes the information such as quantity information, the classification information of default article, and described second belongs to
Property information includes the information such as the current quantity information of article at glove, classification information.
In this implementation, by the first attribute information of the default article placed in predeterminated position and corresponding predeterminated position
Second attribute information of the current item of placement compares, and can determining the attribute information of which article, there are inconsistent feelings
Condition, and then can determine which article is that target item further determines that the target after target item has been determined in order to subsequent
Whether article is the article of goods damage situation occur, while should also obtain the 4th attribute information of the target item really, wherein
4th attribute information includes the information such as the quantity information of the target item, classification information.
In view of in application scenes, it is possible to which the goods categories that multiple and different positions are placed are identical, it is also possible to
The goods categories that same position is placed are different, then the goods categories placed of each position change at random, and be not fixed, because
This, in an optional implementation of the present embodiment, the position that each article is placed at glove is without presetting.Than
Such as, the default Item Information can be shown as：
| Put content | Quantity |
| Default article 1 | First quantity |
| Default article 2 | Second quantity |
| Default article 3 | Third quantity |
| Default article 4 | 4th quantity |
That is, a certain predeterminated position at the glove may place similar article, it is also possible to place inhomogeneity
Article, i.e. certain a kind of article is possible to be placed on same predeterminated position, it is also possible to be placed on different predeterminated positions, at this time
Certain a kind of article can directly be counted summarizes quantity, then the object is relatively determined compared with the preset quantity of such article
Product have 3 for example, having 1 at predeterminated position 1 for article 1 at predeterminated position 2, then article 1 is put at glove
The total quantity set is 4, and the preset quantity that article 1 is placed at glove is 6, and the current quantity 4 of article 1 is less than preset quantity
6, then the article is regarded as the article for shortage occur, i.e. target item.
In this implementation, as shown in figure 12, the third determines that submodule 1001 includes：
8th determines submodule 1201, is configured as determining the 5th attribute of default article according to first Item Information
Information；
9th determines submodule 1202, is configured as determining the of article at the glove according to second Item Information
Six attribute informations；
Tenth determines submodule 1203, is configured as comparing the 5th attribute information and the 6th attribute information
Compared with determining the 4th attribute information of the target item and the target item.
Wherein, the 5th attribute information includes the information such as quantity information, the classification information of default article, and the described 6th belongs to
Property information includes the information such as the current quantity information of article at glove, classification information.In this embodiment, due to presetting article
The position placed at glove is without presetting, then the object that can be placed in Direct Recognition present image at glove
6th attribute information of product, such as the classification and the corresponding number of articles of each classification of article, wherein the knowledge of goods attribute information
Other method is as described above, and details are not described herein again；Then by the of the 6th attribute information of same goods categories and default article
Five attribute informations are compared, and determine which article for mesh by judging whether current item quantity is less than default number of articles
Article is marked, after target item has been determined, further determines that whether the target item is goods damage situation occur really in order to subsequent
Article, while should also obtain the 4th attribute information of the target item, wherein the 4th attribute information includes the mesh
Mark the information such as quantity information, the classification information of article.It is mentioned above, it is preset when the current item quantity of same goods categories is less than
When number of articles, target item can be considered as, in the specific implementation, it is contemplated that the difference of above-mentioned quantity is likely due to just
Caused by normal sales behavior, therefore, in order to reduce calculation amount, error is calculated also for reducing, may also set up an amount threshold, when
When difference between the current item quantity and default number of articles of same goods categories is greater than the amount threshold, just it is considered
It is target item.
Above scheme can accurately and rapidly determine the target item for meeting preset condition by the comparison of attribute information,
Such as shortage article, in addition, the program can execute automatically identification work by operational tool, so as to effectively save
Human cost improves working efficiency and recognition accuracy.
In an optional implementation of the present embodiment, as shown in figure 13, the determining module 803 includes：
Computational submodule 1301 is configured as according to first Item Information, second Item Information and described goes through
History information calculates the abnormal quantity of article at the glove；
11st determines submodule 1302, is configured as being determined according to the cost price data and the abnormal quantity
The abnormal data information.
As described above, the abnormal data information is referred to except the normal goods flowing number such as normal sale, normal damage
It, can also be with for example, the number of articles as caused by no sale behavior reduces data, improper damage data etc. according to outer data
It is referred to as goods damage data.The abnormal data information can be obtained by the comparison of goods attribute information, for example, a certain learning
It, can be by by the sum of sales volume and quantity on hand and quantity in after the quantity ins of commodity, sales volume and quantity on hand
It is compared, is obtained in conjunction with the price of the commodity.
In this embodiment, obtaining at the glove after corresponding historical information, according to first Item Information,
The abnormal quantity of article at the glove is calculated in second Item Information and the historical information, for example, under
Formula calculates the abnormal quantity of article at the glove：
The abnormal quantity of article=article initial placement data+default interior article of historical time section is gone through at glove
The current article of history supplementary data-places the historic sales data that data-preset the article in historical time section.
Then according to the cost price data and abnormal quantity of the article, that is, it can determine the abnormal data letter of the article
Breath.Such as：The cost price data of the article are multiplied with its abnormal quantity can be obtained the abnormal data information of the article, i.e.,
The goods damage data of the article.
In an optional implementation of the present embodiment, as shown in figure 14, described device further includes：
Module 1401 is integrated, is configured as integrating the abnormal data information, obtains the exception at the glove
Status data information；
Execution module 1402 is configured as executing predetermined registration operation according to the abnormality data information at the glove.
In this embodiment, it is contemplated that there may be two or more exception items at a certain glove, than if any two
There is shortage in kind or various article, therefore, can carry out the abnormal data information of shortage article at the glove
Integration statistics, to obtain the abnormality data information at the glove, such as can be by different types of shortage article
Abnormal quantity be added, or the integration of the abnormality data information of different number shortage article is counted on into a quantity
In short list of articles, to grasp the overall quantity shortage at glove.
It further, can be according to different at the glove after obtaining the abnormality data information at the glove
Normal status data information executes predetermined registration operation, wherein the predetermined registration operation may include one of following or a variety of：Execute prison
Control, is manually sold etc. at manual oversight.
In an optional implementation of the present embodiment, the execution module 1402 is configured as：
When determining that the abnormality data information at the glove meets preset condition, such as the abnormal quantity of exception items
When total amount is greater than the number of species of preset quantity threshold value or exception items greater than default type threshold value, for being held at the glove
Row predetermined registration operation.
In this embodiment, when determining that the abnormality data information at the glove meets the preset condition,
It is believed that occur serious goods damage situation at the glove, then just selling to implementing monitoring at the glove, manual oversight or manually
It sells equal measures and avoids the occurrence of even more serious goods damage to control goods damage situation.
It is applied it should be noted that technical solution of the embodiment of the present invention is not limited to sell in industry at nobody, in routine
The someone such as supermarket, shop, which sell under environment, still can effectively implement.The embodiment of the invention also discloses a kind of electronic equipment, figures
15 show the structural block diagram of electronic equipment according to an embodiment of the present invention, and as shown in figure 15, the electronic equipment 1500 wraps
Include memory 1501 and processor 1502；Wherein,
The memory 1501 is for storing one or more computer instruction, wherein one or more computer
Instruction is executed by the processor 1502 to realize any of the above-described method and step.
Figure 16 is suitable for being used to realizing that the structure of the computer system of the data capture method of embodiment according to the present invention is shown
It is intended to.
As shown in figure 16, computer system 1600 include central processing unit (CPU) 1601, can according to be stored in only
It reads the program in memory (ROM) 1602 or is loaded into random access storage device (RAM) 1603 from storage section 1608
Program and execute the various processing in above embodiment.In RAM1603, be also stored with system 1600 operate it is required various
Program and data.CPU1601, ROM1602 and RAM1603 are connected with each other by bus 1604.Input/output (I/O) interface
1605 are also connected to bus 1604.
I/O interface 1605 is connected to lower component：Importation 1606 including keyboard, mouse etc.；Including such as cathode
The output par, c 1607 of ray tube (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage section including hard disk etc.
1608；And the communications portion 1609 of the network interface card including LAN card, modem etc..Communications portion 1609 passes through
Communication process is executed by the network of such as internet.Driver 1610 is also connected to I/O interface 1605 as needed.It is detachable to be situated between
Matter 1611, such as disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 1610, so as to
In being mounted into storage section 1608 as needed from the computer program read thereon.
Particularly, embodiment according to the present invention, method as described above may be implemented as computer software programs.
For example, embodiments of the present invention include a kind of computer program product comprising be tangibly embodied in and its readable medium on
Computer program, the computer program includes program code for executing the data capture method.In such reality
It applies in mode, which can be downloaded and installed from network by communications portion 1609, and/or is situated between from detachable
Matter 1611 is mounted.
Flow chart and block diagram in attached drawing illustrate system, method and computer according to the various embodiments of the present invention
The architecture, function and operation in the cards of program product.In this regard, each box in course diagram or block diagram can be with
A part of a module, section or code is represented, a part of the module, section or code includes one or more
Executable instruction for implementing the specified logical function.It should also be noted that in some implementations as replacements, institute in box
The function of mark can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are practical
On can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it wants
It is noted that the combination of each box in block diagram and or flow chart and the box in block diagram and or flow chart, Ke Yiyong
The dedicated hardware based system of defined functions or operations is executed to realize, or can be referred to specialized hardware and computer
The combination of order is realized.
Being described in unit or module involved in embodiment of the present invention can be realized by way of software, can also
It is realized in a manner of through hardware.Described unit or module also can be set in the processor, these units or module
Title do not constitute the restriction to the unit or module itself under certain conditions.
As on the other hand, the embodiment of the invention also provides a kind of computer readable storage mediums, this is computer-readable
Storage medium can be computer readable storage medium included in device described in above embodiment；It is also possible to individually
In the presence of without the computer readable storage medium in supplying equipment.Computer-readable recording medium storage has one or one
Procedure above, described program are used to execute the method for being described in the embodiment of the present invention by one or more than one processor.
Above description is only presently preferred embodiments of the present invention and the explanation to institute's application technology principle.Those skilled in the art
Member is it should be appreciated that invention scope involved in the embodiment of the present invention, however it is not limited to which the specific combination of above-mentioned technical characteristic forms
Technical solution, while should also cover in the case where not departing from the inventive concept, by above-mentioned technical characteristic or its equivalent spy
Levy the other technical solutions for carrying out any combination and being formed.Such as features described above with it is (but unlimited disclosed in the embodiment of the present invention
In) technical characteristic with similar functions is replaced mutually and the technical solution that is formed.
Claims (10)
1. a kind of data capture method, which is characterized in that including：
Obtain preset first Item Information at the present image and the glove at glove；
The present image is identified, determines the second Item Information at the glove；
Corresponding historical information at the glove is obtained, according to first Item Information, second Item Information and described
Historical information determines abnormal data information.
2. the method according to claim 1, wherein described obtain corresponding historical information at the glove, root
Abnormal data information is determined according to first Item Information, second Item Information and the historical information, including：
The third attribute information of article at the glove is determined according to first Item Information and second Item Information；
Corresponding historical information at the glove is obtained, abnormal number is determined according to the historical information and the third attribute information
It is believed that breath.
3. the method according to claim 1, wherein described obtain corresponding historical information at the glove, root
Abnormal data information is determined according to first Item Information, second Item Information and the historical information, including：
Target item and the institute in the present image are determined according to first Item Information and second Item Information
State the 4th attribute information of target item；
The corresponding historical information of the target item is obtained, and according to the historical information of the target item and the 4th attribute
Information determines the abnormal data information of the target item.
4. method according to claim 1-3, which is characterized in that the historical information includes：Initial placement number
Amount, the history supplementary data in default historical time section, historic sales data and cost price number in default historical time section
According to；
It is described that abnormal data information is determined according to first Item Information, second Item Information and the historical information,
Including：
The different of article at the glove is calculated according to first Item Information, second Item Information and the historical information
Constant amount；
According to the cost price data and the abnormal quantity, the abnormal data information is determined.
5. a kind of data acquisition facility, which is characterized in that including：
Module is obtained, is configured as obtaining preset first Item Information at the present image and the glove at glove；
Identification module is configured as identifying the present image, determines the second Item Information at the glove；
Determining module is configured as obtaining corresponding historical information at the glove, according to first Item Information, described
Two Item Information and the historical information determine abnormal data information.
6. device according to claim 5, which is characterized in that the determining module includes：
First determines submodule, is configured as determining the glove according to first Item Information and second Item Information
Locate the third attribute information of article；
Second determines submodule, is configured as obtaining corresponding historical information at the glove, according to the historical information and institute
It states third attribute information and determines abnormal data information.
7. device according to claim 5, which is characterized in that the determining module includes：
Third determines submodule, is configured as being determined according to first Item Information and second Item Information described current
4th attribute information of target item and the target item in image；
4th determines submodule, is configured as obtaining the corresponding historical information of the target item, and according to the target item
Historical information and the 4th attribute information determine the abnormal data information of the target item.
8. according to the described in any item devices of claim 5-7, which is characterized in that the historical information includes：Initial placement number
Amount, the history supplementary data in default historical time section, historic sales data and cost price number in default historical time section
According to；
The determining module includes：
Computational submodule is configured as according to first Item Information, second Item Information and the historical information meter
Calculate the abnormal quantity of article at the glove；
11st determines submodule, is configured as determining the exception according to the cost price data and the abnormal quantity
Data information.
9. a kind of electronic equipment, which is characterized in that including memory and processor；Wherein,
The memory is for storing one or more computer instruction, wherein one or more computer instruction is by institute
Processor is stated to execute to realize the described in any item method and steps of claim 1-4.
10. a kind of computer readable storage medium, is stored thereon with computer instruction, which is characterized in that the computer instruction quilt
Claim 1-4 described in any item method and steps are realized when processor executes.
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| CN201810589381.XA CN108875822A (en) | 2018-06-08 | 2018-06-08 | Data capture method, device, electronic equipment and computer readable storage medium |
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| CN201810589381.XA CN108875822A (en) | 2018-06-08 | 2018-06-08 | Data capture method, device, electronic equipment and computer readable storage medium |
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