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OCR software to extract data from bank and credit card statements

$1500-3000 USD

Anulat
Data postării: circa 5 ani în urmă

$1500-3000 USD

Plata la predare
I am looking for a programmer who can develop a desktop or a web application. I would like the program to extract the line item information from bank and credit card statements. The fields that needs to be extracted are Date, description and amount. I will give you statements from 20 different banks and 20 different credit card companies for you to build this tool. If you want an example for quoting purposes just go to google and search for sample bank statement or sample credit card statement and you will see plenty of examples in the images section. I do NOT want to use a template based approach. Because the templates for these statements keep changing and it takes a long time to reprogram. I would like to explore any other way of development of this which will take only a minimal effort if the statement format changes. Let me know if you can do this. Also let me know what approach you would use so that I know whether I can hire you or not The software should have a UI to upload the statement and process and the output should be in Excel.
ID-ul proiectului: 18845269

Despre proiect

37 propuneri
Proiect la distanță
Activ: 5 ani în urmă

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37 freelanceri plasează o ofertă medie de $2.385 USD pentru proiect
Avatarul utilizatorului
Hello Nice to meet you. I am a Web expert with over 10 years experience. I gonna do your project in web I promise quick turnaround times, great customer service and 100% quality work. I look forward to hearing from you. Good luck
$2.000 USD în 30 zile
5,0 (185 recenzii)
7,6
7,6
Avatarul utilizatorului
Hi there, I have checked the details I have great experience with Java, Machine Learning, OCR, PHP . Please start the chat so we can discuss this job more in detail. Thanks
$2.500 USD în 30 zile
4,9 (85 recenzii)
7,8
7,8
Avatarul utilizatorului
Awesome! I am a senior developer expertised in OCR. I have read your description carefully and am very interesting in your project. I will help you with my wonderful expertise and i have good attitude to complete your project with good communication. I 'm sure about your project. Right now i can start and will do myself for you. thanks.
$2.500 USD în 30 zile
4,9 (124 recenzii)
7,5
7,5
Avatarul utilizatorului
Hi, I have extensive experience working on custom CMS/web applications in PHP/MySQL. I'll be happy to help you out. Cheers.
$1.777 USD în 30 zile
5,0 (75 recenzii)
7,4
7,4
Avatarul utilizatorului
Thank you for your job posting. As a computer vision and image processing expert, OCR developer, I'm glad to see your project. If you check my profile, you can see I have deep knowledge in image processing, OCR algorithms and computer vision as well as have good skills of python , opencv, tesseract and so on. For your project, I have three methods now. in those methods, i think it is the best method which is combined with tesseract and deep learning algorithm such as CNN method. I also have finished similar projects like your project,. for example, card recognition, CMC7 number recognition in bank and so on. IF you are online, please contact me. I'm ready for your project and can start soon. I will wait for you with your good news. Regards
$2.500 USD în 20 zile
5,0 (111 recenzii)
7,4
7,4
Avatarul utilizatorului
My name is LiMing. I read your project description and understood your idea perfectly i can develop your project, "OCR software to extract data from bank and credit card statements " perfectly without any issues This is my freelancer.com profile and please check my profile .. https://www.freelancer.com/u/jinzhenzhu8691 I have developed an app similar to your idea in past time. We are TEAM, Team consisted of top developers(15 Members) If we get a project , we discuss the project in team. And then, best developers will be choice and the project will be completed perfectly without a issue. So that , the digital business of client will success and, the client and we will happy. A project is completed by joined effort of a client and a developer. The best developers who you are looking for is in here. Thank you
$2.500 USD în 30 zile
5,0 (26 recenzii)
7,5
7,5
Avatarul utilizatorului
Hello Sir, I have gone through your requirement, we are expert desktop and web application. please ping me we can discuss and start immediately. Our expertise -expert in java, oops concepts ,javafx, swing and awt. -expert in J2EE, Servlet,JSP. -expert in design patterns and data structure. -expert in front-end using HTML/CSS/JSP/Angular js 6-7/material ui. -expert in database Mysql, Mongodb and in PostgreSQL. -expert in "web scrapping" using Java jsoup and selenium. -expert in automation testing using Junit and selenium, -expert in all advanced java framework like Struts, Spring MVC, Spring boot, and Spring Security, Hibernate,Rest web-services -also good familiar with maven,ant, git, svn etc. Please ping me we can start immediately.
$1.800 USD în 15 zile
4,8 (76 recenzii)
7,0
7,0
Avatarul utilizatorului
Hi, Greetings!! We have huge experience of building OCR Softwares. Please chat with us so that we can discuss further Looking forward to your response Thanks & Regards, Suhasini
$3.333 USD în 40 zile
4,7 (47 recenzii)
6,7
6,7
Avatarul utilizatorului
Hi, I have 18 years of software development experience. I have worked on OCR and data extraction projects. Such as extracting date, subject, the sender of government papers. I can do the same for your bank statements. My approach: actually there is a pattern independent of the bank. each line has "Date," "description" and amount. I can find that pattern and extract the required fields for you. No need for a template. It can be applied for 20 to countless banks. Let's talk about the details. Regards Fatih.
$2.950 USD în 20 zile
5,0 (26 recenzii)
6,2
6,2
Avatarul utilizatorului
Dear sir. Your project attracted my attention at first glance, because I've extensive experience in OCR for Credit & Bank Card Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$2.000 USD în 30 zile
4,8 (58 recenzii)
6,5
6,5
Avatarul utilizatorului
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, 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 OCR 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
$2.500 USD în 30 zile
4,7 (39 recenzii)
6,4
6,4
Avatarul utilizatorului
Hello, First off native English speaker here. I specialize in desktop and browser automation and that requires a lot of experience with image analysis and OCR. For OCR is I often use Tesseract (T), but also have developed custom code when T was not good enough. Example - T. is weak at handling small fonts and short text fragments. >Also let me know what approach you would use Step 1 would be to recognize the format of the document - easy enough to do using global objects that uniquely identify each. This would be done using dynamic DLLs that would include all the code to process that particular document. Step 2 would be to iterate through all the DLLs to Id the format and process it. This approach would also make it easy to extend the solution to process new document sources, simply by creating a custom DLL for the new document using class inheritance and interfaces. How do I know this works? This is the same process I use for my browser and desktop automation and it provides an easily adaptable solution. If you have the budget for it, the custom DLLs can be user generated using a configurator program that would generate document specific .csx scripts (C# scripts) that are then compiled dynamically by the program using Roslyn and are then immediately available for use. This is not included the present bid. My hourly rate is US $60/h plus whatever commissions might be charged. If you want to discuss further I look forward to your reply.
$2.500 USD în 30 zile
5,0 (46 recenzii)
6,2
6,2
Avatarul utilizatorului
Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$1.666 USD în 20 zile
4,9 (54 recenzii)
5,9
5,9
Avatarul utilizatorului
Hi Nice to meet you We are a senior Software Development Company - DG Electronic Entertainment Co., LTD, located in Dalian, China. (Hangzhou Dongcheng Electronic Co., LTD is changed to Dongcheng Global) We have strong full Stack developers who are capable of doing your project! If you are doubt about our ability, please review our profile and reviews how we completed the projects. We are fully experienced, we can assure you the best results and stay faster speed, please let me know. Regards
$2.500 USD în 30 zile
4,7 (32 recenzii)
6,3
6,3
Avatarul utilizatorului
Hi, I'm interested to work in this task. I can develop the tool in JAVA program and UI is in JSF with spring boot. It's better to implement the program based on the template otherwise we can't assure the quality. I can implement the program to incorporate 40 different formats. Please contact me to discuss further. Thanks, Rajesh
$2.500 USD în 30 zile
5,0 (5 recenzii)
5,5
5,5
Avatarul utilizatorului
Hello, my name is Vladimir and i am Web Developer from Serbia. I worked on OCR project in past using tesseract library.
$1.500 USD în 30 zile
5,0 (40 recenzii)
5,3
5,3
Avatarul utilizatorului
Hi I can develop an AI based solution which will have two parts: OCR part and data management. it will not be template based as our program will recognize pattern and makes some decisions itself based on some rules or trained data. In order to understand your needs and establish common grounds please answer questions below 1) what language(s) will be involved in that bank statement 2) Can you provide examples of input and output? 3) What sort of data you want from these statements to be saved besides date, description and amount? e.g. transaction parties? Thanks for your attention Archil
$2.500 USD în 30 zile
4,9 (11 recenzii)
5,4
5,4
Avatarul utilizatorului
Hello, I understand you need an OCR application for reading bank and credit card statements, and it needs to be as flexible as possible in adapting to arbitrarily formatted and laid-out statements. Given your requirements I would use the Google Vision API. After having the Google Vision API process the image, the program would scan for keywords such as "date", "description", "amount" and similar keywords that we come up with, and then look for the value in the same region of the page as the corresponding keyword. In this way, the program would be designed to be agnostic to the format and layout of the statement. Depending on your preference, I can deliver either a desktop program or a web application. If you prefer a desktop application, I would suggest doing it in C# and WPF (if it will be used on Windows). For a web application, I would suggest doing it with Node.js. If we go the web application route, I can also get hosting set up for you. I'm an expert developer with 4+ years of industry experience and 10+ years of overall programming experience, including experience using OCR (mainly Tesseract OCR for reading financial chart images). Please don't hesitate to message me any time if you'd like to discuss the project. Best, Randall
$2.500 USD în 40 zile
5,0 (3 recenzii)
5,0
5,0
Avatarul utilizatorului
Hi, I worked on many projects involving ocr. tesseract is the most widely free engine that has decent success rate. I have few questions regarding the project. Are the statements scanned from paper statements? or are they plain normal images generated by other softwares? Also, do you have an approximation of the number of different format, or is it totally open and could vary widely. Are the different labels/descriptions always the same, are they predictables, such as "Account name, account number, Date, Balance" etc... I have many other questions, but most probably I can work on the project and can garantee you the maximum efficiency and stability. I know all the intricacies of google engine teseract, I know nearly all the small bugs that can be fixed with some hacks, these include confusing "B and 8, 0 and O" and some other very subtle details. I can dedicate myself fulltime on the project until your full satisfaction. P.S In most cases the statements are in pdf format, this is the case of the statements example found on google, this will make things easier. The app will take into account any format, pdf, or any kind of image, bmp, tiff, png or any imaginable format. Hope to work for you soon Nassef Knani
$2.500 USD în 30 zile
5,0 (7 recenzii)
5,0
5,0
Avatarul utilizatorului
Hi I will make a custom application for you according to your requirement Ready to commence work immediately Please initiate message board to connect further Thanks Regards Ravi
$1.666 USD în 10 zile
4,6 (10 recenzii)
5,0
5,0

Despre client

Steagul UNITED STATES
Wexford, United States
5,0
2
Membru din ian. 24, 2007

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