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cordova plugin for mobile OCR of non-formatted invoices; with machine learning

We need custom cordova plugin for both android and ios that would be able to:

1. OCR randomly formatted invoices from different retailers and extract key fields, such as

* retailer / issuer (name and ABN - australian business number - we have API for ABN lookup that you can use)

* service type (electricity, gas, phone, internet, etc)

* recipient name & address (service address)

* amount due

* due date

* any discounts applicable

* etc

2. provide instant user feedback as fields are recognised

* such as displaying all expected variable names/fields on the screen, and displaying values as they're recognised

* expected variables can change according to "service type"

3. return payload to the application (all "variable" names and values)

4. take an image (1 page or several) of entire invoice, to be uploaded into cloud

5. UI for the component to be easily adjusted/changed

6. help our internal developers with using the above plugin successfully in our app

Invoices will be from different retailers and for different services, such as:

* utilities: electricity, gas, water, phone, internet etc

* other: parking tickets, golf club membership fee etc

Invoices will be formatted in many different ways, and no templating (fixed positions etc) is to be used.

You will need to employ some AI / machine learning to recognise all different invoices and fields within them. Any patterns need to be outside of the source code (ie in the database)

For example:

* you might have a field "total" which can be any value under or next to "Total", or "Total Due" or "Total Amount Due" or....- those patterns to not be hardcoded, so it's easy to add more, if/when needed (manually or through machine learning)

* any suggestion on how to recognise which value belongs to which field are welcome, maybe prefixes and different "spellings" are not the right way to go.

We will own all the source code (for native components as well as for plugins).

Speed and accuracy of OCR are of the utmost importance, and feedback of any field recognised to be displayed on the screen and remained there until OCR completed. User should be able to click on the field recognised to either manually fix the value or remove the value to "re-scan" again.

We currently have a licence for Abbyy OCR engine, but you can use another engine, if it will give you better & quicker results (prior to consultation with us, as we need to see what the licence agreements for the engine are).

[url removed, login to view] has something similar, but only for fixed format documents/invoices, which is simple OCR and doesn't require machine learning. Yet it gives a visual idea of what we would like to accomplish.

Beceriler: Android, iPhone, Javascript, Mobile App Development, PhoneGap

Daha fazlasını gör: cordova.plugins.email.open not working, phonegap email composer example, ionic 2 send email from app, cordova get user email, ionic email plugin, phonegap send email, cordova email plugin tutorial, cordova-plugin-email, cordova plugin freelancers, background location tracking cordova plugin, android cordova plugin image pick crop, cordova plugin image scale, ios multipeer cordova plugin, phonegap cordova plugin add, cordova plugin java

İşveren Hakkında:
( 1 değerlendirme ) Corio, Australia

Proje NO: #16277806

Bu iş için 41 freelancer ortalamada $2995 teklif veriyor

Wangxianming

Hi ************************************************* Here is an experienced Android/iOS developer I have proficient skills in this side for 7+ years I have checked your description and I am very interested Please c Daha Fazla

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(90 Değerlendirme)
8.2
sphinxsolution

(From the Makers of Vivino, Seekmi & Dah Makan) Hello, I hope you are doing well, we have gone through the project description and understand that you are looking to develop a plugin. We are Sphinx solution, a Daha Fazla

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8.5
HugeWave

Hello ***Let's built the successful project together*** https://www.freelancer.com/u/HugeWave.html This is my freelancer.com profile and please check my profile .. As you see , I have good experience in thi Daha Fazla

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8.5
best1

Hi there, We would like to integrate custom cordova plugin for OCR, technology that enables you to convert different types of documents. We need to discuss some query to define the project specification well. Do you h Daha Fazla

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8.7
MobiStudioz

Hello, Below is the brief of project scope ►►Project Title- -Mobile OCR Recognition App Development. ►►Scope- -User profile management -Camera integration -Retailers profiles -Recgonise words, numbers -Au Daha Fazla

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7.7
jinthreek89

How are you doing? After carefully reading your job description, I am very impressed with your project and now have a full understanding of it. I am extremely experienced in iOS and Android app development with 6 Daha Fazla

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EliZhang221

iPhone | iPad | Android | FireBase | Swift | ObjectC | WebSite | Cordova | These are my best strong skills! [login to view URL] [login to view URL] Daha Fazla

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JoomlaVogue

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7.6
yashtechsolution

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7.2
prashushinde9

Hello, We have recently completed JAPANESE E-LEARNING APP and it is very much similar to all the features you require. I want to discuss the complete project with you, so I can share the demo for the application wh Daha Fazla

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6.6
Smart1902

Hi, I have just read the details regarding the project and interested in working for your project. I have confident to complete this within specified time. I will be glad to share my expertise with you. ***An Daha Fazla

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shreeyait

Hello, Hope you are fine there. We are having good experience with Mobile App projects and the reason we came across here to give the best output to your project with supreme quality. We have developed dif Daha Fazla

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6.8
GLKing88

Hi, How are you? I hope you are doing great. :) First of all, thank you for the post. I just read your job description and I think I am a very good fit for your project. As a senior mobile app developer, I have Daha Fazla

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6.3
Julian29

Hello, I saw your post and understood that you need the OCR with the features. I have relevant skills and 7+ years of programming experienced with the relevant technologies, RestFul API, Back-end integration, MySQ Daha Fazla

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ITPyramid85

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5.9
webqueue

Hi, I have read the description. We haven't build anything upon OCR technology but we are able to create. But we also have confusion is understanding requirement. I would like to clarify those requirements. ANDR Daha Fazla

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6.7
RubyOnRail

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5.6
jexcoreinfotech

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vrickson

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londonlance

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