CN109102233A - Inventory's error analysis methodology and Related product - Google Patents
Inventory's error analysis methodology and Related product Download PDFInfo
- Publication number
- CN109102233A CN109102233A CN201810989581.4A CN201810989581A CN109102233A CN 109102233 A CN109102233 A CN 109102233A CN 201810989581 A CN201810989581 A CN 201810989581A CN 109102233 A CN109102233 A CN 109102233A
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- CN
- China
- Prior art keywords
- picture
- shelf
- cargo
- product
- inventory
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Classifications
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30242—Counting objects in image
Abstract
The disclosure provides a kind of inventory's error analysis methodology and Related product, and described method includes following steps: determining the first area of the corresponding n shelf of n product to be verified；Extract the n stockpile number for putting sequence and n product of n shelf, m picture is at the uniform velocity shot from the top of n shelf, spliced the whole picture for obtaining n shelf to the m picture according to m picture and movement speed, n quantity of the corresponding n product of n shelf is determined to whole picture analyzing.N quantity and n stockpile number are compared to the accuracy of determining inventory one by one.Technical solution provided by the present application has the advantages that accuracy is high.
Description
Technical field
The present invention relates to trade inventories technical fields, and in particular to a kind of inventory's error analysis methodology and Related product.
Background technique
Trade refers to the general name of dealing or trading activity.It is often referred to all exchange activities or behavior using currency as medium.
Its scope of activities not only includes the exchange of commodities activity that business is engaged in, further includes commodity producers or the quotient that other people are organized
Product business activities；Include not only domestic trade, further includes inter-State international trade.
Inventory is likely to occur mistake in existing trade, and the generally artificial discovery of existing mistake can not be examined automatically
The mistake of the inventory is surveyed, the accuracy of inventory is low.
Summary of the invention
The embodiment of the invention provides a kind of inventory's error analysis methodology and Related products, and the inventory in warehouse may be implemented certainly
It is dynamic to be verified, the automatic comparison of inventory is executed, has the advantages that improve the accuracy of inventory.
In a first aspect, the embodiment of the present invention provides a kind of inventory's error analysis methodology, described method includes following steps:
Determine the first area of the corresponding n shelf of n product to be verified；
The n stockpile number for putting sequence and n product of n shelf is extracted,
M picture is at the uniform velocity shot from the top of n shelf, the m picture is carried out according to m picture and movement speed
Splicing obtains the whole picture of n shelf, and n quantity of the corresponding n product of n shelf is determined to whole picture analyzing.
N quantity and n stockpile number are compared to the accuracy of determining inventory one by one, above-mentioned n is whole more than or equal to 2
Number, above-mentioned m are the integer more than or equal to n.
Optionally, described that the m picture is spliced to obtain the whole of n shelf according to m picture and movement speed
Body picture further include:
The first picture set in m picture is shot in the surface at one edge of n shelf, determines uniformly shooting m
The interval time t of adjacent two picture of picture, such as the w=s*t/2, wherein s is movement speed, and w is the length and goods of shelf
Frame is adjacent, determines the middle line of every picture in m picture, and the picture after the second picture in m picture is translate forward 1/2
Then m picture superposition after translation is obtained overall diagram piece by picture.
Optionally, the n quantity that the corresponding n product of n shelf is determined to whole picture analyzing further include:
The quantity for determining cargo area on 1 shelf of the entirety picture determines that the quantity of the cargo area is 1 goods
The quantity of goods of frame, n shelf of traversal determine the n quantity of n shelf.
Optionally, the method also includes:
Extract the first cargo to be marched into the arena, the authenticity of first cargo verified, as first cargo be it is true,
First cargo is distributed into warehouse and executes storage process.
Second aspect, provides a kind of terminal, and the terminal includes: processor, camera, communication unit and display screen,
The communication unit, for determining the first area of the corresponding n shelf of n product to be verified；
The processor, for extracting the n stockpile number for putting sequence and n product of n shelf, control camera shooting
Head at the uniform velocity shoots m picture from the top of n shelf, splice to the m picture according to m picture and movement speed
To the whole picture of n shelf, n quantity of the corresponding n product of n shelf is determined to whole picture analyzing, by n quantity
Compare the accuracy of determining inventory one by one with n stockpile number, above-mentioned n is the integer more than or equal to 2, and above-mentioned m is more than or equal to n
Integer.
Optionally, the processor, specifically for the first picture in setting m picture at one edge of n shelf
Surface shooting determines the interval time t of uniformly adjacent two picture of shooting m picture, and such as the w=s*t/2, wherein s is
Movement speed, w is the length of shelf and shelf are adjacent, determines the middle line of every picture in m picture, will be second in m picture
Picture after picture translates forward 1/2 picture, and the m picture superposition after translation is then obtained overall diagram piece.
Optionally, the processor is determined specifically for determining the quantity of cargo area on 1 shelf of the entirety picture
The quantity of the cargo area is the quantity of goods of 1 shelf, and n shelf of traversal determine the n quantity of n shelf.
Optionally, the processor is also used to extract the first cargo to be marched into the arena, and carries out to the authenticity of first cargo
Verifying, as first cargo be it is true, by first cargo distribute to warehouse execution be put in storage process.
Optionally, the terminal are as follows: tablet computer or personal computer.
The third aspect provides a kind of computer readable storage medium, and storage is used for the program of electronic data interchange,
In, described program makes terminal execute the method that first aspect provides.
The implementation of the embodiments of the present invention has the following beneficial effects:
As can be seen that passing through the side to take photo by plane after technical solution provided by the present application determines sequence and the position of shelf
The shooting m picture of formula directly at the uniform velocity, m picture is spliced to obtain whole picture, carries out analyzing determining n to whole picture
N quantity of the corresponding n product of a shelf, whether the quantity which is determined n inventory is accurate, so it has
There is the advantages of automatic comparison stockpile number.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is a kind of structural schematic diagram of terminal.
Fig. 2 is a kind of flow diagram of inventory's error analysis methodology.
Fig. 2 a is cargo disposing way schematic diagram on a kind of shelf.
Fig. 2 b is the schematic diagram of the m picture of shooting.
Fig. 3 is the structural schematic diagram of terminal provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall within the protection scope of the present invention.
Description and claims of this specification and term " first ", " second ", " third " and " in the attached drawing
Four " etc. are not use to describe a particular order for distinguishing different objects.In addition, term " includes " and " having " and it
Any deformation, it is intended that cover and non-exclusive include.Such as it contains the process, method of a series of steps or units, be
System, product or equipment are not limited to listed step or unit, but optionally further comprising the step of not listing or list
Member, or optionally further comprising other step or units intrinsic for these process, methods, product or equipment.
Referenced herein " embodiment " is it is meant that the special characteristic, result or the characteristic that describe can wrap in conjunction with the embodiments
Containing at least one embodiment of the present invention.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
Refering to fig. 1, Fig. 1 is a kind of terminal structure schematic diagram, as shown in Figure 1, the terminal includes: processor 101, display screen
105, communications module 102, memory 103 and camera 104.
Inventory in the application is the inventory with rest stand, and the picking mode of inventory is picking from top to bottom, often
The cargo of a type lies in a horizontal plane in a shelf (as shown in Figure 2 a).
Referring to Fig.2, Fig. 2 provides a kind of inventory's error analysis methodology, this method is as shown in Fig. 2, by end as shown in Figure 1
End is to execute, and the camera which includes can be with the ontology of the terminal by being wirelessly connected, which can transmit
The m picture, this method comprises the following steps:
Step S201, the first area of the corresponding n shelf of n product to be verified is determined；
Step S202, the n stockpile number for putting sequence and n product of n shelf is extracted,
Step S203, m picture is at the uniform velocity shot from the top of n shelf, according to m picture and movement speed to the m
Picture is spliced the whole picture for obtaining n shelf, and the n of the corresponding n product of n shelf is determined to whole picture analyzing
A quantity.
Step S204, n quantity and n stockpile number are compared to the accuracy of determining inventory one by one.
After technical solution provided by the present application determines sequence and the position of shelf, by way of taking photo by plane directly at the uniform velocity
Shooting m picture, m picture is spliced to obtain whole picture, it is corresponding analyze determining n shelf to whole picture
N product n quantity, whether the quantity which is determined n inventory accurate, so it is with automatic comparison
The advantages of stockpile number.
Optionally, above-mentioned that the m picture is spliced to obtain the whole of n shelf according to m picture and movement speed
Body picture specifically includes:
Refering to Fig. 2 b, the first picture in m picture is set in the surface at one edge of n shelf, determines and uniformly claps
The interval time t for taking the photograph adjacent two picture of m picture, such as the w=s*t/2, wherein s is movement speed, and w is the length of shelf
And shelf are adjacent (being divided into zero between i.e. between shelf), determine the middle line of every picture in m picture, it will be second in m picture
Picture after picture translates forward 1/2 picture, and the m picture superposition after translation is then obtained overall diagram piece.
Optionally, the above method can also include:
Determine cargo area on 1 shelf of the entirety picture (cargo area can determine by the rgb value of picture,
Such as cargo outer packing is grey, which is white, then it is determined that the quantity of gray area can determine the cargo
Region) quantity, determine that the quantity of the cargo area is the quantity of goods of 1 shelf, traversal n shelf determine n goods
N quantity of frame.
Optionally, the above method can also include:
Extract the first cargo to be marched into the arena, the authenticity of first cargo verified, as first cargo be it is true,
First cargo is distributed into warehouse and executes storage process.
A kind of terminal is provided refering to Fig. 3, Fig. 3, the terminal includes: that camera 301 (can be with terminal local communication link
Connect), processor 302, communication unit 303 and display screen 304, wherein
The communication unit, for determining the first area of the corresponding n shelf of n product to be verified；
The processor, for extracting the n stockpile number for putting sequence and n product of n shelf, control camera shooting
Head at the uniform velocity shoots m picture from the top of n shelf, splice to the m picture according to m picture and movement speed
To the whole picture of n shelf, n quantity of the corresponding n product of n shelf is determined to whole picture analyzing, by n quantity
Compare the accuracy of determining inventory one by one with n stockpile number, above-mentioned n is the integer more than or equal to 2, and above-mentioned m is more than or equal to n
Integer.
The embodiment of the present invention also provides a kind of computer storage medium, wherein computer storage medium storage is for electricity
The computer program of subdata exchange, it is as any in recorded in above method embodiment which execute computer
A kind of some or all of inventory's error analysis methodology step.
The embodiment of the present invention also provides a kind of computer program product, and the computer program product includes storing calculating
The non-transient computer readable storage medium of machine program, the computer program are operable to that computer is made to execute such as above-mentioned side
Some or all of any inventory's error analysis methodology recorded in method embodiment step.
It should be noted that for the various method embodiments described above, for simple description, therefore, it is stated as a series of
Combination of actions, but those skilled in the art should understand that, the present invention is not limited by the sequence of acts described because
According to the present invention, some steps may be performed in other sequences or simultaneously.Secondly, those skilled in the art should also know
It knows, embodiment described in this description belongs to alternative embodiment, and related actions and modules is not necessarily of the invention
It is necessary.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment
Point, reference can be made to the related descriptions of other embodiments.
In several embodiments provided herein, it should be understood that disclosed device, it can be by another way
It realizes.For example, the apparatus embodiments described above are merely exemplary, such as the division of the unit, it is only a kind of
Logical function partition, there may be another division manner in actual implementation, such as multiple units or components can combine or can
To be integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Coupling, direct-coupling or communication connection can be through some interfaces, the indirect coupling or communication connection of device or unit,
It can be electrical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also be realized in the form of software program module.
If the integrated unit is realized in the form of software program module and sells or use as independent product
When, it can store in a computer-readable access to memory.Based on this understanding, technical solution of the present invention substantially or
Person says that all or part of the part that contributes to existing technology or the technical solution can body in the form of software products
Reveal and, which is stored in a memory, including some instructions are used so that a computer equipment
(can be personal computer, server or network equipment etc.) executes all or part of each embodiment the method for the present invention
Step.And memory above-mentioned includes: USB flash disk, read-only memory (ROM, Read-Only Memory), random access memory
The various media that can store program code such as (RAM, Random Access Memory), mobile hard disk, magnetic or disk.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can store in a computer-readable memory, memory
May include: flash disk, read-only memory (English: Read-Only Memory, referred to as: ROM), random access device (English:
Random Access Memory, referred to as: RAM), disk or CD etc..
The embodiment of the present invention has been described in detail above, specific case used herein to the principle of the present invention and
Embodiment is expounded, and the above description of the embodiment is only used to help understand the method for the present invention and its core ideas；
At the same time, for those skilled in the art can in specific embodiments and applications according to the thought of the present invention
There is change place, in conclusion the contents of this specification are not to be construed as limiting the invention.
Claims (10)
1. a kind of inventory's error analysis methodology, which is characterized in that described method includes following steps:
Determine the first area of the corresponding n shelf of n product to be verified；
The n stockpile number for putting sequence and n product of n shelf is extracted,
M picture is at the uniform velocity shot from the top of n shelf, the m picture is spliced according to m picture and movement speed
The whole picture of n shelf is obtained, n quantity of the corresponding n product of n shelf is determined to whole picture analyzing.
N quantity and n stockpile number are compared to the accuracy of determining inventory one by one, above-mentioned n is the integer more than or equal to 2, on
Stating m is the integer more than or equal to n.
2. the method according to claim 1, wherein described scheme the m according to m picture and movement speed
Piece is spliced the whole picture for obtaining n shelf further include:
The first picture set in m picture is shot in the surface at one edge of n shelf, determines uniformly shooting m picture
Adjacent two picture interval time t, such as the w=s*t/2, wherein s is movement speed, and w is the length and shelf phase of shelf
Neighbour determines the middle line of every picture in m picture, and the picture after the second picture in m picture is translate forward 1/2 figure
Then m picture superposition after translation is obtained overall diagram piece by piece.
3. according to the method described in claim 2, it is characterized in that, described determine the corresponding n of n shelf to whole picture analyzing
N quantity of a product further include:
The quantity for determining cargo area on 1 shelf of the entirety picture determines that the quantity of the cargo area is 1 shelf
Quantity of goods, n shelf of traversal determine the n quantity of n shelf.
4. the method according to claim 1, wherein the method also includes:
Extract the first cargo to be marched into the arena, the authenticity of first cargo verified, as first cargo be it is true, by this
First cargo distributes to warehouse and executes storage process.
5. a kind of terminal, the terminal includes: processor, camera, communication unit and display screen, which is characterized in that
The communication unit, for determining the first area of the corresponding n shelf of n product to be verified；
The processor, for extract n shelf put sequence and n product n stockpile number, control camera from
The top of n shelf at the uniform velocity shoots m picture, is spliced to obtain n to the m picture according to m picture and movement speed
The whole picture of a shelf determines n quantity of the corresponding n product of n shelf to whole picture analyzing, by n quantity and n
A stockpile number compares the accuracy for determining inventory one by one, and above-mentioned n is the integer more than or equal to 2, and above-mentioned m is more than or equal to n's
Integer.
6. terminal according to claim 5, which is characterized in that
The processor is shot specifically for the first picture in setting m picture in the surface at one edge of n shelf,
The interval time t for determining uniformly adjacent two picture of shooting m picture, such as the w=s*t/2, wherein s is movement speed, and w is
The length and shelf of shelf are adjacent, determine the middle line of every picture in m picture, after the second picture in m picture
Picture translates forward 1/2 picture, and the m picture superposition after translation is then obtained overall diagram piece.
7. terminal according to claim 6, which is characterized in that
The processor determines the cargo area specifically for determining the quantity of cargo area on 1 shelf of the entirety picture
Quantity is the quantity of goods of 1 shelf, and n shelf of traversal determine the n quantity of n shelf.
8. terminal according to claim 5, which is characterized in that
The processor is also used to extract the first cargo to be marched into the arena, verifies to the authenticity of first cargo, as this
One cargo be it is true, by first cargo distribute to warehouse execute storage process.
9. according to terminal described in claim 5-8 any one, which is characterized in that
The terminal are as follows: tablet computer or personal computer.
10. a kind of computer readable storage medium, storage is used for the program of electronic data interchange, wherein described program makes
Terminal executes the method provided such as claim 1-4 any one.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810989581.4A CN109102233A (en) | 2018-08-28 | 2018-08-28 | Inventory's error analysis methodology and Related product |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810989581.4A CN109102233A (en) | 2018-08-28 | 2018-08-28 | Inventory's error analysis methodology and Related product |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109102233A true CN109102233A (en) | 2018-12-28 |
Family
ID=64864070
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810989581.4A Withdrawn CN109102233A (en) | 2018-08-28 | 2018-08-28 | Inventory's error analysis methodology and Related product |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109102233A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111343848A (en) * | 2019-12-01 | 2020-06-26 | 深圳市智微智能软件开发有限公司 | SMT position detection method and system |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001088912A (en) * | 1999-09-20 | 2001-04-03 | Fujitsu General Ltd | Stocktaking managing method and stocktaking system by image recognition |
| CN104112216A (en) * | 2013-04-22 | 2014-10-22 | 学思行数位行销股份有限公司 | Image identification method for inventory management and marketing |
| CN105190655A (en) * | 2013-03-04 | 2015-12-23 | 日本电气株式会社 | Article management system, information processing device, and control method and control program therefor |
| CN105809619A (en) * | 2015-01-19 | 2016-07-27 | 株式会社理光 | Image acquisition user interface for linear panoramic image stitching |
-
2018
- 2018-08-28 CN CN201810989581.4A patent/CN109102233A/en not_active Withdrawn
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001088912A (en) * | 1999-09-20 | 2001-04-03 | Fujitsu General Ltd | Stocktaking managing method and stocktaking system by image recognition |
| CN105190655A (en) * | 2013-03-04 | 2015-12-23 | 日本电气株式会社 | Article management system, information processing device, and control method and control program therefor |
| CN104112216A (en) * | 2013-04-22 | 2014-10-22 | 学思行数位行销股份有限公司 | Image identification method for inventory management and marketing |
| CN105809619A (en) * | 2015-01-19 | 2016-07-27 | 株式会社理光 | Image acquisition user interface for linear panoramic image stitching |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111343848A (en) * | 2019-12-01 | 2020-06-26 | 深圳市智微智能软件开发有限公司 | SMT position detection method and system |
| CN111343848B (en) * | 2019-12-01 | 2022-02-01 | 深圳市智微智能软件开发有限公司 | SMT position detection method and system |
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Application publication date: 20181228 |