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Invoice Data Robot (data capturing with OCR, data processing and machine learning)

€250-750 EUR

In corso
Pubblicato più di 5 anni fa

€250-750 EUR

Pagato al completamento
The objective for this service is to enable a user to snap a photo of a paper invoice and have the service pay the invoice for them. For this to work the service needs to capture the relevant data from the paper invoice for the service to create a payment on behalf of the user with the data required. The scope of this project is _not_ to deal with the payment, but to capture, analyze, process and store the data for further use by other services. There are 4 main items we need to capture; The amount due to be paid The account number the amount should be paid to The reference number for the payment The due date With this data captured the service has the data needed to initiate a payment (the payment part is out of scope for this project). The objective for this project is to create the components needed to identify the invoice data, capture them and prepare the data for further use. The delivery needs to consist of a simple mobile application written in react native or firebase that works as the user interface. A server side application that exposes the APIs needed for the app to send and receive data with the server. A data store or big query setup for data storage. This is the proposed functional flow of the service: 1. The user fires up the app on their phone launching the camera to scan the invoice 2. Once the whole paper is inside the frame the camera automatically captures the document 3. The first thing we do is to look for language indicators, identifying what language is used to aid the OCR in identifying where the 4 elements are located on the invoice (this refers to a model where such indicators are stored, using ML to optimize how accurately we can find the 4 elements). Once language is identified we can assume all 4 elements are named in a logical way and look for variations of the names; amount, account, due date and payment reference or invoice number. All such processing can and should happen on the server while the app waits for the server to finalize the analysis. There are 3 possible outcomes; A. All data is found. In this case we serve them back to the app for the user to validate. The user click Approve (or can edit the captured data manually) and the data is posted to server as a payment ready to be made with the relevant data. B. Some data is found. In this case we serve up the data found but leave the fields not found open. The user is promoted to tap the empty fields and can then do 3 things; C. Enter the data manually Skip the field (the payment will be posted to server without this field) Scroll through the scanned image to find the data needed and choose it (effectively training the model by human intervention) If no data is found we allow the user to scan again or scroll around in the captured image to show the server where the data is locates (one by one "where is the account number?", "Where is the amount?", "Where is the due date?", "Where is the invoice number?"). The intention is that this simple scanning and validating invoice data app can be used to train the model looking for the 4 data points in any paper invoice in any language. And we atribut the model with new data as we capture it. The project needs to written in Python (server side), deployed on Google Cloud, and I will provide you with the development environment and a series of invoices for training.
Rif. progetto: 17962035

Info sul progetto

19 proposte
Progetto a distanza
Attivo 5 anni fa

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19 freelance hanno fatto un'offerta media di €612 EUR
Avatar dell'utente
Hello I read your specification carefully. I'm an OCR expert. I have developed many OCR app. You can see some demos at my portfolio. If you are interested please contact to me. Thanks.
€555 EUR in 10 giorni
5,0 (21 valutazioni)
7,1
7,1
Avatar dell'utente
Hello, could you please send me some sample from the training data. does it include different format for invoices in term of style, font type, size..etc? Regarding my experience, I have more than 10 years experience in machine learning, data mining, natural language processing and other AI related fields and have worked on many projects in this domain including text, images, audio mining..My previous projects includes Social networks data analysis systems, Recommendation systems, Opinion mining Systems, Bird sounds recognition system, Natural Language interface to a relational database (like SIRI), Question Answering Systems (in limited domain), chatbots ,.. In addition to many enterprise applications.
€1.100 EUR in 24 giorni
5,0 (36 valutazioni)
7,1
7,1
Avatar dell'utente
It seems like an interesting project. I would like to discuss all the requirements with you, so I can mark the scope of this project. Please also note that final estimation will be provided once all the requirements will be revealed from your end. Hence, my cost of development & deadline solely depends on what you reveal (in detail). Looking forward to conduct an extensive chat with you.
€555 EUR in 10 giorni
5,0 (14 valutazioni)
6,7
6,7
Avatar dell'utente
Hello How are you? I have seen your description carefully and very interested in your project. I have rich experiences in the OCR development. Do you know the Tapcanner, smartscanner? You can find it on app store. Those are my previous products. I think OCR is the most important function of your app. Extra functions are very simple . Please discuss with me more detail. Thank you. From Y.D.
€300 EUR in 10 giorni
4,9 (30 valutazioni)
6,5
6,5
Avatar dell'utente
Dear client, Thanks a lot for taking your precious time to read my message. After browsing your job description, I am very interested in your project and I believe I’m qualified for the task. Regarding OCR & Machine Learning, I have +10 years in this field and have worked on many successful image processing projects in the past. If you are looking for a highly skilled and rich experienced expert with a deep knowledge, a professional attitude, excellent communication skills and the highest code quality, then I'm the person you are looking for. I'd like to talk more about this. If given a chance, I am highly confident in my ability to deliver the highest quality. I am confident that my involvement in your project will bring it to a successful launch, on time and within budget. I look forward to hearing from you. Kind Regards
€555 EUR in 10 giorni
4,7 (49 valutazioni)
6,5
6,5
Avatar dell'utente
Hi my name is Anthony, I am a 20+ year exp. Full statck developer located in North Bellmore. I saw your job posting carefully and I believe that I would be the perfect fit to complete your project. The following are a list of elements which I specialize in; web scraping (1000 over projects for scraping), automation and bot(500 over projects for automation and bot), selenium, mobile (android, ios native and others), betting project and gambling games and sites(bet365, bwin, pinnacle, betfair...), shopping auto buyer(Adidas, Footlocker, Eastbay, supreme and etc) with captcha auto solving, multiple threads, use the proxy. Please contact me, then we can discuss the details and the price. And I am free in recent days, so I can do my best for your project. sincerely.
€555 EUR in 10 giorni
4,9 (21 valutazioni)
5,9
5,9
Avatar dell'utente
I am expert who understands the value of time. I pride myself in my attention to detail. I am very hard working and aim to deliver in less time than quoted. I want to make you, my employer happy without changing my bid or playing games. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly and at my FIRST BID. I promise to deliver 100% Satisfaction.I have more than 5 year of experience in Google Cloud Platform, Machine Learning, OCR, Python, React.js. Please ping me for more discussion.
€600 EUR in 6 giorni
4,9 (34 valutazioni)
5,9
5,9
Avatar dell'utente
Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.
€500 EUR in 2 giorni
4,6 (30 valutazioni)
5,3
5,3
Avatar dell'utente
This is a huge project. I'm currently working on extraction of data from the invoice and see this as an extension of that project. I can get this done in a month's time, using the above preferred technologies (including app). Please open a chat if interested and are willing to discuss this further.
€700 EUR in 20 giorni
5,0 (3 valutazioni)
4,2
4,2
Avatar dell'utente
I have been working as data scientist for more than 4 years during which i implemented numerous machine learning algorithms to solve varied business problems. Moreover, to gain other domain expertise, i have been actively participating in online data science contests, out of which i won few as well. Please share sample dataset & overall dataset size to help me comment on feasibility, timeline & budget.
€750 EUR in 15 giorni
5,0 (2 valutazioni)
2,2
2,2
Avatar dell'utente
Hi,sir, I'm sure that I can be a excellent candidate for your project. Please contact me, so that we can discuss more over chat. I value my credits from clients. Thank you for your reading. I have worked for a long time on many projects similar to your project - Invoice Data Robot (data capturing with OCR, data processing and machine learning) I am very familiar with skills such as Google Cloud Platform, OCR, React.js, Machine Learning, Python and so on.
€555 EUR in 3 giorni
0,0 (0 valutazioni)
0,0
0,0
Avatar dell'utente
I believe i can do this for you. As your project description indicates i am able to achieve this with good output.
€250 EUR in 30 giorni
0,0 (0 valutazioni)
0,0
0,0

Info sul cliente

Bandiera: NORWAY
NØTTERØY, Norway
5,0
7
Metodo di pagamento verificato
Membro dal ott 11, 2004

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