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I need an iOS app that streamlines our packaging-label inspections. The flow is simple: the user snaps a photo of the label, the app automatically reads three key data points—Número de registro sanitario, Nombre del producto and Lote—through OCR, and then instantly verifies each value against a local database. Core requirements • OCR must run on-device or via a reliable engine such as Google Vision, Tesseract or AWS Textract; I’m flexible as long as accuracy is high and latency stays low. • Basic computer-vision logic should guide users to frame the label correctly before capture (e.g., edge detection or overlay). • After extraction, the app compares the data with our on-device database. If every field matches, show a clear pass screen; if not, highlight the mismatched fields and prompt the user to retake or flag the item. • A lightweight backend layer is still needed to keep the local database up to date—periodic sync from our existing server suffices. • Clean, intuitive UI in Swift or SwiftUI, ready for TestFlight distribution. Deliverables 1. Xcode project with well-documented source code. 2. Local database schema and sample data. 3. README covering setup, tech stack and how to switch between OCR engines. 4. Short video or screenshots demonstrating capture, extraction and validation flows. I value maintainable code, clear naming and prompt communication. If you have prior experience with OCR, computer vision or similar inspection apps, I’d love to see it.
ID do Projeto: 40305972
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172 freelancers estão ofertando em média $576 USD for esse trabalho

Greetings from Logictrix! My name is Jas, and I am looking forward to discuss about your app in details over the Chat or Call. We have enough app developers available in team so I can assure you to deliver this project at a fairly low cost with great quality and with a commitment for long term support. *** We have now earned 'Expertise' level in AI, ChatGpt and a couple of other AI platforms for App development and other Chatbot work! *** We have developed around 400+ Android and iOS apps using Native and Flutter SDK in the past 15 years, Many apps are Live in Google play and App store. We will share our detailed portfolio over the Chat once we connect. Looking forward to your reply... Thanks and Regards Jas
$500 USD em 7 dias
9,7
9,7

Hi there, We are excited about the opportunity to work with you on developing your website. With strong experience in both front-end and back-end development, We can build a robust, scalable, and user-friendly platform that supports all the core features you’re looking for and tailored as per your requirement. Why Us? • 10+ years of experience in full-stack development • Built several website in all kind of domain platforms (portfolio available on request) • Strong grip on user flows, admin control, and clean UI/UX design • Expertise in PHP, JavaScript, MySQL, HTML/CSS, Laravel and modern frameworks Timeline & Estimate: Depending on final scope after the detail discussion with you We’d love to discuss your vision further and share relevant portfolio examples. Let’s build something powerful together! Looking forward to your response. Best regards, Vishal Nasit
$350 USD em 10 dias
8,4
8,4

Hello, I have carefully reviewed your project requirements and I can confidently say that I’m the right fit to handle it. With over 11 years of experience as a developer and 7 years of specialized expertise in OCR, computer vision, and mobile app development, I understand the importance of accuracy, speed, and maintainability in a project like yours. Approach and Workflow Approach: I will implement an efficient, on-device OCR engine using Google Vision or Tesseract to extract key data points, ensuring accuracy and low latency. Workflow: The app will guide the user to capture the label through visual cues, process the image for data extraction, and verify against a local database, displaying pass/fail results instantly. I will deliver a Swift-based app with a clean UI, supporting seamless label recognition and validation. The local database will be synced periodically with your server, ensuring that data is always up-to-date. I’ll ensure the app is well-documented, and the code is maintainable for future improvements. Plus, I’ll provide 2 years of ongoing support and complete source code. I look forward to working with you, and I’m ready to discuss the details further. Thank you. Julian
$350 USD em 7 dias
8,4
8,4

Hi. As an iOS Expert, I am very interested in your project. I am very familiar with Xcode and OCR. I have mobile and backend skills with 8+ years. I wish to work for you. Thanks for attention.
$250 USD em 5 dias
7,3
7,3

Hi there, I’d love to help you build this iOS OCR Packaging Inspection App. Your focus on fast, accurate on‑device OCR and a clean Swift/SwiftUI workflow is exactly the kind of project I enjoy. I’ve worked on similar inspection and CV-driven apps, and I can deliver a smooth capture flow with framing guidance, reliable text extraction for the three required fields, and instant validation against a local database kept in sync with your server. I’ll structure the app for maintainability, with clear naming, modular OCR engine switching, and a straightforward backend-sync layer. The final delivery will include a clean Xcode project, schema, sample data, and a simple demo walkthrough. Thanks for considering me, looking forward to collaborating. , Ahtesham
$600 USD em 14 dias
6,9
6,9

Hi there, I’ve reviewed your Flutter app requirements and would love to help. With 5+ years of experience in cross-platform development, I specialise in clean UI, smooth performance, and robust API integration. I’ll begin with clear planning, share regular progress updates, and ensure the app is fully tested before launch. Let’s connect to discuss your vision — I’m ready to get started! Best, Bhargav Flutter Developer | Android & iOS Expert
$500 USD em 7 dias
6,9
6,9

The iOS OCR Packaging Inspection App project aligns perfectly with my skills in Mobile App Development, iPhone, Mac OS, Objective C, and OCR. I am confident in my ability to deliver a high-quality app that meets your requirements. I am willing to adjust the budget based on the project scope and prioritize staying within your budget. Let's discuss the details and get started on this project promptly. Please review my profile for my extensive experience spanning 15 years. Your satisfaction is my top priority, and I am eager to showcase my commitment to this project. Looking forward to hearing from you.
$525 USD em 10 dias
6,7
6,7

Hi there, I have not delivered the exact same solution, but I do have solid experience working with OCR and similar automation flows, so I can help reduce the manual effort involved in label inspection and make the process faster and more reliable. I will build the app where a user simply captures the label and the system reads the required fields using an OCR engine like Vision/Tesseract, and then validates that data against a local database so results are instant without dependency on network. I will also add basic camera guidance so labels are captured properly, which helps improve accuracy and reduces rework. For the backend, I will keep a lightweight sync setup so your local database stays updated from your server without affecting app performance and UI will be kept clean and simple so the team can use it without any learning curve. I have a few questions around your current data format, expected OCR accuracy levels, and whether you prefer fully on-device OCR or are open to hybrid approaches. I would request to connect once so we can quickly align on these points and finalize the approach. Thanks, Rahul A.
$740 USD em 40 dias
6,8
6,8

⭐⭐⭐⭐⭐ Analyze existing label formats and define OCR data extraction rules for Número de registro sanitario, Nombre del producto, and Lote. Implement on-device OCR using Tesseract or integrate Google Vision/AWS Textract with a focus on accuracy and low latency. Develop real-time framing guidance using computer vision (edge detection and overlay) to assist proper label capture. Build local database schema for storing product records and implement instant field-wise validation with clear pass/fail UI. Create a lightweight backend sync module to update the local database periodically from the client server. Design intuitive UI in SwiftUI with modular, maintainable code and TestFlight-ready setup. Provide full Xcode project, README with setup instructions, OCR engine switching guide, sample database, and demonstration video/screenshots. Ensure thorough documentation, clear naming conventions, and continuous communication for smooth project delivery.
$500 USD em 7 dias
7,0
7,0

iOS OCR Packaging Inspection App | Mobile Application | Flutter | React | iOS | Android | Web Application EXPERT Hi, Thanks for sharing this opportunity! I have read your project requirements. Over the past 10+ years, I've built a strong foundation in full-stack development, specializing in mobile app development using iOS, Android, React Native, and Flutter. My proficiency in these languages would allow me to do so with great efficiency. Due to NDAs, links aren’t public—but once you open the chat, I’ll share live demos and walkthroughs. Why you should move forward with me : More than a decade experience in mobile and web app development. Full-time availability as well as daily updates and open to long-term engagements NOTE: Please pan the budget for now, we will discuss over chat. Thanks & Regards, Srishti
$750 USD em 30 dias
6,7
6,7

Hello, I hope you are doing well. I understand that you are looking to build an OCR PACKAGING INSPECTION MOBILE APPLICATION, and I would be happy to help. I have extensive experience in designing and developing applications and have successfully delivered many projects. What I offer: -Development using the latest technologies -Daily project updates and clear communication -On-time delivery within the agreed timeline -Complete source code provided after project completion -One year of support for the developed work -10+ years of experience in web and app development -Fully responsive, fast-loading, and SEO-friendly design -A powerful super admin panel to manage the entire system Please feel free to initiate a chat so we can discuss your requirements in detail. Thank you and regards, Dheeraj K.
$250 USD em 7 dias
7,0
7,0

Hi I have done some OCR related app before also for attendance App. Also some python-based library to read and recognize. Please message me so that we will have detail technical discussion. I have 9+ years of combined experience in Mobile Application development in Native on Android Java, kotlin and IOS Swift, and For Hybrid Cross platform on Flutter Dart & React- Native, and for web and backend on react js and node js, Python Django , java spring boot and php CodeIgniter mvc. Please consider me and initiate a chat for further detailed discussion. Regards, Anju
$500 USD em 7 dias
6,5
6,5

Hi There!!! ★★★★ ( OCR-based iOS app for fast and accurate packaging label inspection ) ★★★★ I understand you need an iOS app that captures label images, extracts Número de registro sanitario, Nombre del producto, and Lote via OCR, and validates them against a local database. The app should guide users to frame labels correctly and provide instant feedback on matches or mismatches. Services mentioned here based on project details ⚜ iOS app development using Swift/SwiftUI ⚜ On-device OCR implementation (Tesseract, Google Vision, or AWS Textract) ⚜ Computer vision guidance for accurate label capture ⚜ Local database integration with sync from server ⚜ Instant validation of extracted data with clear feedback ⚜ Clean, intuitive UI for TestFlight deployment ⚜ Well-documented Xcode project with sample data and setup guide I have experience building iOS apps with OCR and computer vision features, focusing on maintainable, user-friendly solutions. My approach would use on-device OCR with smart framing overlays and periodic database syncing to ensure speed and accuracy. I’d love to discuss this project and bring it to life efficiently. Warm Regards, Farhin B.
$256 USD em 10 dias
6,6
6,6

Hello, With my extensive experience in Mobile App Development and OCR, combined with a strong focus on maintainable code and clear communication, I am the perfect fit for your iOS OCR Packaging Inspection App. Not only will I meet your core requirements of running OCR via a reliable engine while ensuring high accuracy and low latency, but I will also add valuable features like computer-vision logic to help users correctly frame labels before capture. In addition to my technical skills, as a leader in the web service market, my team and I understand the importance of user-friendly interfaces. I can assure you that your app will have a clean and intuitive UI in Swift or SwiftUI, ready for TestFlight distribution and accompanied by well-documented source code to make future updates seamless. Lastly, our similar inspection apps experience goes beyond just OCR. We have developed various applications with sophisticated inspection features that enable users to verify important data points against a local database. Trusting your project with me is trusting it with a team that values the 'WOW' factor and focuses on positive feedback and customer satisfaction. You won't be disappointed. So let's work together to turn your vision into a reality that will take your business to new heights! Thanks!
$350 USD em 4 dias
6,2
6,2

Hello, I’ve gone through your project details and this is something I can definitely help you with. I have 10+ years of experience in mobile and web app development, working with technologies like Swift and integrating OCR functionalities using engines such as Google Vision and Tesseract. I focus on clean architecture, maintainable code, and clear communication to ensure the project runs smoothly from start to finish. I will first review your requirements in detail, suggest the best technical approach for optimal accuracy and responsiveness, and then proceed with development while keeping you updated at every stage. Here is my portfolio: https://www.freelancer.in/u/ixorawebmob I’m keen to understand more details about the local database and the specific data points you wish to verify. Could you clarify: 1. What format does the local database currently use? 2. Do you have any existing designs for the UI, or should we create them from scratch? 3. Are there specific performance benchmarks you have in mind? 4. What is your expected timeline for completion? Could you clarify the format of the local database you currently use? Let’s discuss over chat! Regards, Arpit Jaiswal
$250 USD em 20 dias
7,4
7,4

Hi, I understand that you need an iOS app to streamline packaging label inspections by capturing a photo, extracting key fields through OCR, and validating them against a local database. My approach would be to build the app in Swift or SwiftUI with a clean capture interface that guides users using a framing overlay or basic edge detection. OCR can be implemented with an efficient engine such as Google Vision or Tesseract, optimized for fast on device extraction of the required fields. The extracted data will be validated against a local database with clear pass or mismatch feedback. A lightweight sync mechanism will periodically update the database from your server. Pre delivery testing will include accuracy checks across different label conditions, validation of database comparisons, latency testing, and full capture to verification flow testing before preparing the TestFlight ready build and documentation. Best, Justin
$500 USD em 7 dias
5,9
5,9

Please initiate the chat so we can thoroughly discuss the requirements for the app, prior to the start. Happy to provide the final budget in chat. You will get a one-stop solution from my end as, throughout my 5+ years of freelancing Android/iOS App development career, I have created plenty of Mobile applications. I ensure to give the best quality app with good performance and responsive attractive UI and I have provided the clients with excellent results. I have expertise in Swift, React Native, Node.js, React.js, Angular, Laravel, and PHP. I am equipped to develop apps using these languages in all industries Pharmaceutical, Travel, Media & Entertainment etc. I also handle backend integrations for third-party collaborations on your systems. well versed in Mobile App Development in-App-Purchases, User Authentication, User Profile Creation, Location, Chat and Messaging, Map Integration, Payments, Social Media Account Integration, and many more to show. Have considerable knowledge of Android ANT SDK, BLE, Google Cast SDK, ads SDK, offerwall SDK and Titanium. I use libraries such as Sherlock Action Bar, OpenGL, Media Framework, and WebKit to build IoT integration app solutions. I am always interested in making long term professional relationships with my clients to ensure that every project becomes successful. So, if you hire me, I can assure you that you will not regret your decision. Best Regards Tejash J.
$500 USD em 7 dias
5,8
5,8

Hi, I came across your project "iOS OCR Packaging Inspection App" and I'm confident I can help you with it. About Me: I'm a agency owner with over 8+ years of experience in Mobile App Development, iOS Development, iPhone. , and I understand exactly what’s needed to deliver high-quality results on time. Why Choose Me? - ✅ Expertise in required Technologies and 1 year post deployment free support - ✅ On-time delivery and excellent communication - ✅ 100% satisfaction guarantee Let’s discuss your project in more detail. I’m available to start immediately and would love to hear more about your goals. Looking forward to working with you! Best regards, Deepak
$600 USD em 15 dias
5,2
5,2

Hello! As per your project post, you’re looking to build an iOS OCR based packaging inspection app where users capture label images, extract key fields, and validate them instantly against a local database to ensure compliance and accuracy. The goal is to create a fast, reliable inspection workflow that minimizes manual checks and reduces errors in label verification. My focus will be on delivering a high accuracy iOS solution featuring: on device or hybrid OCR using Vision or integrated engines for extracting Número de registro sanitario, Nombre del producto, and Lote, smart camera guidance with overlay and edge detection to ensure proper framing, instant validation against a local database with clear pass or fail feedback, mismatch highlighting with retake or flag options, and a lightweight sync layer to update the local database from your server. I specialize in iOS development with Swift and SwiftUI, OCR integrations, and performance optimized mobile applications. My focus will be on combining reliable text extraction with intuitive UI and efficient local data validation to streamline your inspection process. Let’s connect to discuss the OCR approach, validation logic, and the best way to build a reliable inspection app. Best regards, Nikita Gupta.
$500 USD em 28 dias
5,3
5,3

Hello, I have reviewed the details of your project. i will set up the camera with a guide overlay so users can align the label before taking the photo. then the app will read the three fields using an ocr engine with fast response on device. extracted data will be checked against a local database and the result screen will clearly show pass or highlight any mismatch. i will also connect a simple sync with your server to keep the database updated. you will receive clean code, setup guide, and demo of the full flow. Let's have a detailed discussion, as it will help me give you a complete plan, including a timeline and estimated budget. I will share my portfolio in chat I look forward to hear from you. Thanks Best Regards, Mughira
$500 USD em 7 dias
4,9
4,9

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