CN107247932A - A kind of baked product image identification system - Google Patents
A kind of baked product image identification system Download PDFInfo
- Publication number
- CN107247932A CN107247932A CN201710388678.5A CN201710388678A CN107247932A CN 107247932 A CN107247932 A CN 107247932A CN 201710388678 A CN201710388678 A CN 201710388678A CN 107247932 A CN107247932 A CN 107247932A
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- CN
- China
- Prior art keywords
- product
- baked
- baked product
- cashier
- image identification
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Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
- G07G1/00—Cash registers
- G07G1/0036—Checkout procedures
- G07G1/0045—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader
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- Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Image Analysis (AREA)
Abstract
The invention discloses a kind of baked product image identification system, it is characterised in that concrete operation step includes：(1) pallet for filling bread is put on cashier by customer, and then the camera on used cashier is scanned；(2) the automatic identification button on cashier's machine is pressed after scanning, the value volume and range of product of product can be shown after 1 second on display screen；(3) ACK button on screen is clicked on, the price aggregate of product just occurs, payment is then clicked on and completes settlement process.The present invention manual operating method that in POS inputs target baked product conventional by changing, by the model for training a set of identification baked product list product, taken pictures to well sad with product list product, by being handled picture and being analyzed, to recognize a variety of baked products, again by the result of feedback identifying, to improve the accuracy rate of baked product identification next time；Not only processing speed is fast for the method, recognizes that single baked product is only needed 0.1 second, whole process was completed in ten seconds.
Description
Technical field
It is more particularly to a kind of to bakeing the present invention relates to a kind of baked product image identification system technical field
The system that product carries out data analysis judgement.
Background technology
Conventional baked product identification is that human eye catches target information, brain and analyzed information in fact, then manually
Target baked product is inputted in POS, not only speed is slow but also is easier mistake occur for this method.
Therefore, how to provide a kind of has speed fast, clearing transparence, the baked product image recognition of the high feature of accuracy rate
The problem of system is those skilled in the art's urgent need to resolve.
The content of the invention
In view of this, the invention provides a kind of with speed is fast, the baked product of clearing transparence, the high feature of accuracy rate
Image identification system.
To achieve the above object, the present invention provides following technical scheme：
A kind of baked product image identification system, it is characterised in that concrete operation step includes：(1) customer will fill face
The pallet of bag is put on cashier, and then the camera on used cashier is scanned；(2) pressed after scanning on cashier's machine
Automatic identification button, can show the value volume and range of product of product on display screen after 1 second；(3) ACK button on screen is clicked on, just
The price aggregate of product occurs, then clicks on payment and completes settlement process.
It is preferred that, in a kind of above-mentioned baked product image identification system, customer can see oneself according to the system
The value volume and range of product of bought product.
It is preferred that, in a kind of above-mentioned baked product image identification system, the system identification process includes：Sample is adopted
Collection, sample mark, judgement matching and feedback learning.
Understand that compared with prior art, the present disclosure provides a kind of baked product figure via above-mentioned technical scheme
As identifying system, it is characterised in that concrete operation step includes：(1) pallet for filling bread is put on cashier by customer, so
The camera on used cashier is scanned afterwards；(2) the automatic identification button on cashier's machine is pressed after scanning, is shown after 1 second
The value volume and range of product of product can be shown on screen；(3) ACK button on screen is clicked on, the price aggregate of product just occurs,
Then click on payment and complete settlement process.The present invention by changing manual in POS input target baked product in the past
Operating method, by training the model of a set of identification baked product list product, takes pictures, by right to well sad with product list product
Picture is handled and analyzed, to recognize a variety of baked products, then by the result of feedback identifying, to improve next time
The accuracy rate of baked product identification；Not only processing speed is fast for the method, recognizes that single baked product only needs 0.1 second, whole process
Completed in ten seconds, with speed is fast, clearing transparence, the characteristics of accuracy rate is high.
Embodiment
Below in conjunction with the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described,
Obviously, described embodiment is only a part of embodiment of the invention, rather than whole embodiments.Based in the present invention
Embodiment, the every other embodiment that those of ordinary skill in the art are obtained under the premise of creative work is not made, all
Belong to the scope of protection of the invention.
The embodiment of the invention discloses a kind of with speed is fast, the baked product figure of clearing transparence, the high feature of accuracy rate
As identifying system.
A kind of baked product image identification system disclosed by the invention is referred to, concrete operation step includes：
(1) pallet for filling bread is put on cashier by customer, and then the camera on used cashier is scanned；
(2) the automatic identification button on cashier's machine is pressed after scanning, the value volume and range of product of product can be shown after 1 second on display screen；(3)
The ACK button on screen is clicked on, the price aggregate of product just occurs, payment is then clicked on and completes settlement process.
The present invention manual operating method that in POS inputs target baked product conventional by changing, passes through training
The model of a set of identification baked product list product, takes pictures to well sad with product list product, by being handled picture and being divided
Analysis, to recognize a variety of baked products, then by the result of feedback identifying, to improve the standard of baked product identification next time
True rate；Not only processing speed is fast for the method, recognizes that single baked product is only needed 0.1 second, whole process was completed in ten seconds, was had
Speed is fast, clearing transparence, the characteristics of accuracy rate is high.
In order to further optimize above-mentioned technical proposal, customer can see the number for oneself buying product according to the system
Amount and species.
In order to further optimize above-mentioned technical proposal, system identification process includes：Sample collection, sample mark, judgement
Match somebody with somebody and feedback learning.
The embodiment of each in this specification is described by the way of progressive, and what each embodiment was stressed is and other
Between the difference of embodiment, each embodiment identical similar portion mutually referring to.For device disclosed in embodiment
For, because it is corresponded to the method disclosed in Example, so description is fairly simple, related part is said referring to method part
It is bright.
The foregoing description of the disclosed embodiments, enables professional and technical personnel in the field to realize or using the present invention.
A variety of modifications to these embodiments will be apparent for those skilled in the art, as defined herein
General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, it is of the invention
The embodiments shown herein is not intended to be limited to, and is to fit to and principles disclosed herein and features of novelty phase one
The most wide scope caused.
Claims (3)
1. a kind of baked product image identification system, it is characterised in that concrete operation step includes：(1) customer will fill bread
Pallet be put on cashier, then the camera on used cashier is scanned；(2) scan after press on cashier's machine from
Dynamic recognition button, can show the value volume and range of product of product on display screen after 1 second；(3) ACK button on screen is clicked on, will
There is the price aggregate of product, then click on payment and complete settlement process.
2. a kind of baked product image identification system according to claim 1, it is characterised in that customer can be according to described
System sees the value volume and range of product for oneself buying product.
3. a kind of baked product image identification system according to claim 1, it is characterised in that the system identification process
Including：Sample collection, sample mark, judgement matching and feedback learning.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710388678.5A CN107247932A (en) | 2017-05-27 | 2017-05-27 | A kind of baked product image identification system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710388678.5A CN107247932A (en) | 2017-05-27 | 2017-05-27 | A kind of baked product image identification system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107247932A true CN107247932A (en) | 2017-10-13 |
Family
ID=60017651
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710388678.5A Pending CN107247932A (en) | 2017-05-27 | 2017-05-27 | A kind of baked product image identification system |
Country Status (1)
| Country | Link |
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| CN (1) | CN107247932A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117894012A (en) * | 2024-03-12 | 2024-04-16 | 西安大业食品有限公司 | Machine vision-based mass cake baking stage identification method |
| CN117894012B (en) * | 2024-03-12 | 2024-05-31 | 西安大业食品有限公司 | Machine vision-based mass cake baking stage identification method |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101477729A (en) * | 2008-12-30 | 2009-07-08 | 于忠清 | Self-help meal sale system and information processing method of the system |
| CN103034839A (en) * | 2012-12-04 | 2013-04-10 | 南京航空航天大学 | Canteen payment system and method based on image recognition technology |
| US20170091748A1 (en) * | 2015-09-28 | 2017-03-30 | Wal-Mart Stores, Inc. | Produce weigh station and method of use |
-
2017
- 2017-05-27 CN CN201710388678.5A patent/CN107247932A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101477729A (en) * | 2008-12-30 | 2009-07-08 | 于忠清 | Self-help meal sale system and information processing method of the system |
| CN103034839A (en) * | 2012-12-04 | 2013-04-10 | 南京航空航天大学 | Canteen payment system and method based on image recognition technology |
| US20170091748A1 (en) * | 2015-09-28 | 2017-03-30 | Wal-Mart Stores, Inc. | Produce weigh station and method of use |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117894012A (en) * | 2024-03-12 | 2024-04-16 | 西安大业食品有限公司 | Machine vision-based mass cake baking stage identification method |
| CN117894012B (en) * | 2024-03-12 | 2024-05-31 | 西安大业食品有限公司 | Machine vision-based mass cake baking stage identification method |
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| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
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Application publication date: 20171013 |