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I have about one hundred A4 sheets, each printed with a seven-column, roughly thirty-row table that has been filled in by hand (mostly names and numbers). I need a small Windows desktop application that will let me run those pages through a scanner and end up with a clean, validated Excel workbook. Core workflow 1. From the app’s interface I choose a batch of PDFs or images coming straight from the scanner. 2. The app sends each page to an online handwriting-recognition service—whichever provider gives reliable results at the lowest cost is fine (Google Cloud Vision, Azure Cognitive Services, Amazon Textract or another option you can recommend). 3. The returned text is mapped back to the seven fixed columns and written to an .xlsx file. 4. Before the rows are finally saved, basic data validation is applied: empty required cells flagged, obvious type mismatches corrected or surfaced, and duplicate names highlighted. 5. I can review a simple on-screen report of any rows that need manual attention, then export the clean sheet. Deliverables • Windows-only desktop executable (no command-line usage required). • Source code plus brief setup instructions. • An .xlsx file produced from a small sample stack I will supply to prove accuracy and validation logic. Acceptance criteria – At least 95 % character recognition accuracy on my sample pages. – Seven columns appear in the exact order of the original form. – Validation catches blanks, non-numeric entries in numeric columns, and duplicate names. – App runs on any current Windows 10/11 machine without additional paid licences beyond the chosen AI API. I value a straightforward, lightweight solution—no unnecessary bells and whistles—just a dependable way to turn these handwritten tables into clean Excel data at minimal API cost.
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70 Freelancer bieten im Durchschnitt €159 EUR für diesen Auftrag

⭐⭐⭐⭐⭐ Create a Windows App to Convert Handwritten Tables to Excel ❇️ Hi My Friend, I hope you are doing well. I've reviewed your project requirements and see you are looking for a Windows application to convert handwritten tables into a clean Excel file. Look no further; Zohaib is here to help you! My team has successfully completed 50+ similar projects for data processing applications. I will create a user-friendly app that scans your documents, processes them with a reliable handwriting recognition service, and outputs validated data into an Excel workbook. ➡️ Why Me? I can easily do your project as I have 5 years of experience in software development, specializing in desktop applications and data processing. My expertise includes programming in C#, API integration, and data validation. Not only this, I have a strong grip on other relevant technologies like OCR services that ensure a smooth workflow for your project. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ C# Development ✅ Windows Application Design ✅ API Integration ✅ Data Validation ✅ Handwriting Recognition ✅ Excel File Generation ✅ User Interface Design ✅ Error Handling ✅ Software Testing ✅ Database Management ✅ Project Management ✅ Problem Solving Waiting for your response! Best Regards, Zohaib
€150 EUR in 2 Tagen
6,8
6,8

Getting accurate data out of stacks of handwritten tables is tedious and easy to get wrong. You need every name and number mapped correctly, with none of the blanks or mismatches that slow you down or force you to double-check everything by hand. With the app I’ll build, you’ll be able to scan a batch of your forms and see a clean, organized Excel file that’s already been checked for missing info, type errors, and duplicate names—ready to use, and matching your exact seven-column layout. First, you select your scanned PDFs or images in a simple Windows desktop interface. Next, the app uses a reliable handwriting recognition service to pull out each row and map it to your seven columns. Finally, built-in checks flag missing or inconsistent data so you can review and export a polished Excel sheet with confidence. Would you like to discuss which recognition service might give you the best accuracy for your sample pages?
€136 EUR in 7 Tagen
5,2
5,2

Hello, I can develop a Windows desktop application tailored for your specific needs. The app will process scanned images or PDFs of your handwritten tables, leveraging an efficient handwriting recognition service like Google Cloud Vision, Azure, or Amazon Textract. The extracted data will be mapped accurately to your seven-column Excel format. The application will feature an intuitive interface for selecting files, and it will apply essential data validation to flag empty cells, type mismatches, and duplicates. You'll receive a report for any manual corrections needed before exporting the clean workbook. Questions: • Do you have a preference among the potential AI services, or should I recommend the most cost-effective? • Would you like additional support for specific scanner models or formats? I will ensure the app is lightweight and compatible with any Windows 10/11 machine, requiring no extra paid licenses beyond the chosen API. The solution will be straightforward, focusing on accuracy and efficiency. Looking forward to turning your data into a reliable Excel format. Thanks and best regards, Faizan
€90 EUR in 5 Tagen
4,7
4,7

As a seasoned professional in data management and processing, your request perfectly aligns with my skill set. I have a comprehensive understanding and command of various programming languages, including C#. I've implemented these skills in diverse projects: from troubleshooting installer errors to developing facial recognition systems - reflecting my ability to tackle complex tasks successfully. Moreover, as a proficient data scientist, I am well-versed in Python which is highly relevant to your project. From web scraping to machine learning, I have experience using Python for clean, efficient data processing. My familiarity with AWS architecture is particularly valuable as it'll enable me to deliver a Windows-only desktop executable capable of running on any current Windows 10/11 machine without additional paid licenses. Finally and most importantly, building on my experiences with regressive and predictive processing using R and MATLAB along with OCR (Optical Character Recognition) tools, I can guarantee an almost error-free implementation. The core workflow you outlined aligns comfortably with my capabilities; notamment the validation feature where understand that empty cells need to be flagged, type mismatches need correction or exposure and duplicate names should be readily identifiable. Implementing this will result in at least 95% character recognition accuracy - meeting your acceptance criteria
€150 EUR in 3 Tagen
4,6
4,6

⭐Hello, I’m ready to assist you right away!⭐ I believe I’d be a great fit for your project since I specialize in creating efficient Windows desktop applications that streamline data processing tasks. With over [X years] of experience in C# programming and API integration, I ensure high accuracy and reliability in data management projects like yours. My expertise lies in implementing complex data validation processes and seamless integration with AI services such as Google Cloud Vision or Azure Cognitive Services. This project perfectly aligns with my skills and experience, allowing me to deliver a user-friendly Windows application that efficiently scans handwritten tables to Excel while ensuring data accuracy and validation. I understand the critical need for precise data handling, and I'm committed to achieving at least 95% character recognition accuracy on your sample pages. By developing a lightweight solution with a focus on clean and validated Excel output, I guarantee a seamless workflow that meets your requirements without unnecessary complexity. I look forward to showcasing my capabilities by providing a Windows desktop executable, along with the source code and clear setup instructions, to ensure ease of use and maintenance. If you have any questions, would like to discuss the project in more detail, or would like to know how I can help, we can schedule a meeting. Thank you, Maxim
€30 EUR in 5 Tagen
4,4
4,4

I recently architected a high-precision OCR pipeline for a client needing to digitize complex archival ledger pages, where I achieved near-perfect data integrity by mapping tabular structures directly into Excel formats. For your 100 A4 sheets, I will build a dedicated Windows application that specifically addresses your 7-column, 30-row geometry to ensure every cell is captured with surgical precision. My focus is on eliminating the manual cleanup usually required after standard OCR by implementing a layout-aware extraction logic that understands the specific boundaries of your printed forms and preserves the original row context. The core engine will utilize Python integrated with the Tesseract OCR framework and OpenCV for advanced image pre-processing, including deskewing and morphological transformations to sharpen grid lines. I will implement a custom 'Cell-Map' algorithm to detect the intersections of the columns and rows, ensuring that even if a page is slightly misaligned, the data remains tied to its correct coordinates. The application will feature a batch-processing queue and a validation layer that flags low-confidence readings for your review, utilizing Openpyxl to generate a formatted Excel workbook. This technical stack ensures a lightweight Windows executable that handles the 3,000+ data points per batch without significant memory overhead or data drift. To tailor the pre-processing filters, could you clarify if the source files are high-resolution 300 DPI scans or if they contain varying levels of digital noise? Would you prefer the output to be 100 individual files or one consolidated master spreadsheet with separate tabs for each sheet? I am available to discuss the logic further via chat or a quick call and can provide a sample extraction of one page to demonstrate the accuracy of my proposed pipeline before we begin.
€191 EUR in 21 Tagen
4,0
4,0

Hello, I have carefully reviewed your project requirements and recently developed a Windows desktop app that converts handwritten tables from scanned pages into validated Excel workbooks using OCR APIs. I will build a lightweight, user-friendly application where you can batch import PDFs or images, send them to a reliable handwriting-recognition service (Google Cloud Vision, Azure, or Amazon Textract), map the text to your seven fixed columns, and apply data validation for blanks, type mismatches, and duplicate names. A review screen will let you correct flagged rows before exporting the final .xlsx. I’m available to start immediately and committed to delivering an accurate, efficient solution quickly. Best regards, Mauricio
€140 EUR in 7 Tagen
4,1
4,1

Hi there! I understand how time-consuming and error-prone it can be to manually enter handwritten tables into Excel. Getting an accurate, automated solution will save you hours and prevent mistakes. I have experience building Windows desktop apps in C# that integrate with OCR services like Google Cloud Vision, Azure Cognitive Services, and Amazon Textract. I’ve developed tools that scan images/PDFs, map recognized text to structured Excel sheets, and apply validation checks for blanks, duplicates, and type mismatches. My approach will create a simple, user-friendly app where you can select your scanned pages, process them through OCR, review flagged rows, and export a clean Excel workbook with seven exact columns. Accuracy and lightweight performance are my priority, keeping API costs minimal. check our work https://www.freelancer.com/u/ayesha86664 Do you want the app to handle batch scanning in one go or one page at a time? Let me know if you’re interested & we can discuss it. Best Regards Ayesha
€140 EUR in 7 Tagen
3,7
3,7

Hi There, I understand you're looking for a Windows desktop application that effectively converts scanned handwritten tables into a clean, validated Excel workbook. I can deliver a robust solution that meets your requirements while ensuring at least 95% character recognition accuracy. I’m Faisal, a professional with over 5 years of experience in Data Processing, Data Entry, Excel, C# Programming, AI Integration, and Data Management. My expertise in developing desktop applications aligns perfectly with the needs of your project. Please check my portfolio for relevant projects: https://www.freelancer.com/u/mfaisal3096 I am committed to providing a straightforward, efficient application that handles your input seamlessly while adhering to all your acceptance criteria. Looking forward to collaborating with you! Thanks, Faisal
€140 EUR in 7 Tagen
3,4
3,4

Hi, I can build a lightweight Windows desktop app that converts your scanned handwritten 7-column tables into a clean, validated Excel workbook. What I will deliver: • Simple Windows UI to select a batch of scanned PDFs/images and run extraction • OCR/handwriting recognition via a cost-effective API (I can recommend the best option after seeing samples) • Reliable table-to-7-column mapping with fixed column order • Validation before export: required blanks flagged, numeric checks for numeric columns, duplicate names highlighted • Review screen showing rows needing manual attention, then export to .xlsx • Windows executable + full source code + brief setup guide • Proof run on your sample stack with the produced .xlsx I’ll keep it straightforward, fast, and compatible with Windows 10/11 with no extra paid licenses beyond the API. Let’s connect in chat, I’ll show you a similar OCR-to-Excel workflow as demo.
€140 EUR in 1 Tag
3,4
3,4

Hi there, I can professionally convert your Scan Tables to Excel. I have 10 years of professional experience. Please message me for a detailed discussion. Thanks
€140 EUR in 7 Tagen
2,9
2,9

Hi there! Good day! I am interested in this project. I am proficient in Excel, excel VBA, Macros, Power BI, data scraping, web extraction and much more. Please reach out to me to discuss further. Best!
€150 EUR in 5 Tagen
3,3
3,3

You are not looking for a coder. You are looking for someone who can build this properly. That is exactly why your project stood out. Your goal to convert handwritten tables into validated Excel spreadsheets using a streamlined Windows desktop app integrating cost-effective handwriting recognition aligns precisely with how we design reliable, scalable data automation at DigitaSyndicate. At DigitaSyndicate, a UK-based digital systems agency, we build precision-engineered automation and modern platforms focused on secure, future-proof performance. Our approach ensures seamless OCR integration with validation logic that preserves your exact column structure and flags data inconsistencies intuitively, minimizing manual review while maintaining high accuracy. Having delivered similar systems extracting structured data from complex forms with over 95 percent recognition accuracy, I invite you to share your main priorities and timeline so I can map out the right execution plan for you. Casper M. Project Lead | DigitaSyndicate Precision-Built Digital Systems.
€200 EUR in 14 Tagen
2,9
2,9

Hello! I can build a lightweight Windows desktop app to turn your scanned handwritten tables into a validated Excel workbook. My approach: the app will batch-import PDFs/images, send each page to a reliable handwriting-recognition API (I recommend Google Cloud Vision for cost-effectiveness and accuracy), map text to your seven fixed columns, and apply validation for blanks, numeric mismatches, and duplicate names. A simple review report lets you fix flagged rows before export. I’ll deliver the executable, source code, setup instructions, and a proof-of-concept .xlsx from your sample. Timeline: 10 days. Budget: $150. Looking forward to hearing from you. Thank you.
€150 EUR in 10 Tagen
2,7
2,7

Hello, I understand you need a lightweight Windows desktop app to convert scanned handwritten tables into a clean Excel workbook with validation. I recently completed a Windows OCR workflow project that successfully turned handwritten forms into structured Excel data in a single pass. My approach supports batch scanning, uses a cost-effective handwriting API, maps to seven fixed columns, and applies basic validation and duplicate checks. Deliverables include a Windows executable, source code with setup notes, and a sample .xlsx to prove accuracy, with acceptance criteria aligned to your 95% accuracy and exact column order. Please indicate any API preferences or constraints you’d like me to address with Best regards,
€155 EUR in 6 Tagen
2,2
2,2

Hi there, the biggest bottleneck here is turning handwritten sheets into reliable, structured data without prohibitive costs. I’ll build a lightweight Windows desktop app in C# that batches scans (PDFs or images), runs handwriting recognition via a cost-effective API (Google Vision, Azure, or Textract depending on price at runtime), then maps results into seven fixed columns and writes a clean .xlsx. Validation will flag blanks, non-numeric entries in numeric columns, and duplicates, with a simple on-screen report for quick review before export. The UI will be minimal and focused on reliability, not bells and whistles.
€50 EUR in 1 Tag
1,9
1,9

⏱ Timeline: 5 days | Cost: €180 | Proven experience I’ve successfully completed similar projects, specifically Windows desktop apps for automated table extraction using OCR services like Google Cloud Vision and Azure Cognitive Services, and can provide relevant examples of my work. I’m confident I can deliver a clean, validated Excel workbook from your scanned sheets within 5 days. Based on my past experience, the real challenge is achieving high accuracy with handwritten tables while preserving column order. In a previous project, combining batch OCR with post-processing validation—type checks, duplicate detection, and empty cell flags—reduced manual correction time by over 80%, ensuring reliable output even from messy handwriting. To proceed smoothly, I’ll need sample scanned pages, confirmation of which OCR provider you prefer (or recommendation), and any specific data validation rules you require for numeric and text columns. This is a straightforward project for me, and I’m confident in delivering a lightweight, dependable Windows app that converts your handwritten tables into a clean, validated Excel file. I’m ready to collaborate and start immediately — let’s make this happen.
€180 EUR in 5 Tagen
1,6
1,6

I’ve developed similar desktop applications that integrate OCR services and apply structured data validation, so your need for a simple Windows app converting handwritten tables into Excel is clear. Your focus on accurate character recognition combined with straightforward validation aligns perfectly with what I deliver. I bring solid, hands-on experience delivering practical, results-driven solutions across web, mobile, and e-commerce projects. I’m confident in selecting and integrating cost-effective OCR APIs like Google Cloud Vision or Amazon Textract while maintaining seamless data mapping and error flagging as you described. If you’d like, we can arrange a quick call to discuss your exact requirements and ensure the approach fits your workflow. Regards, Blaze Nicholas
€150 EUR in 14 Tagen
0,8
0,8

Hello, I'm a C# developer with over 10 years of experience in creating efficient desktop applications. I understand your need to convert handwritten tables into organized Excel data. We’ll discuss the details in a chat. For your project, I propose a simple Windows application that will scan your A4 sheets and convert them into a clean Excel workbook. It will work like this: First, you select a batch of scanned images. Then, the app will use a reliable handwriting-recognition API like Google Cloud Vision or another option I can suggest. After that, the application will map the recognized text into the proper seven columns and validate the data. This includes checking for blank cells and identifying duplicates. You will have an easy-to-read report for manual corrections before exporting the final spreadsheet. Option A: Use Google Cloud Vision for recognition, focusing on cost-effectiveness. Option B: Choose Azure Cognitive Services for possibly better accuracy. Which method would you prefer? I assure you of accuracy and reliability throughout this project, aiming for over 95% character recognition accuracy. You will receive the source code and setup instructions upon completion. I look forward to assisting you! Best, Yurii.
€155 EUR in 1 Tag
0,0
0,0

Hi, I am skilled full stack developer with skills including Data Processing, Data Entry, C# Programming, API Integration, Excel, Data Management, Desktop Application and AI (Artificial Intelligence) HW/SW. After reviewing the project requirements, I found the project perfectly match my experience and skills. Having previously worked on similar projects, I'm confident I can complete this project perfectly. To move forward, Please send a message to discuss more regarding this project. Thanks for giving opportunity
€30 EUR in 5 Tagen
0,0
0,0

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