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Flutter OCR & AI – Build Document Scanner & Recognition Apps
Rating: 4.6 out of 5(62 ratings)
445 students

Flutter OCR & AI – Build Document Scanner & Recognition Apps

Create CamScanner-like Flutter apps with OCR, document scanning, text extraction, filters, and machine learning
Last updated 5/2026
English

What you'll learn

  • Build complete OCR and Document Scanner apps using Flutter
  • Implement Text Recognition using Google ML Kit in Flutter
  • Extract text from images, PDFs, and scanned documents
  • Build AI-powered mobile apps for Android & iOS using Flutter
  • Create real-time OCR apps using live camera feeds
  • Perform Entity Extraction for names, emails, phone numbers, and dates
  • Enhance scanned document images for better readability and OCR accuracy
  • Add document cropping and image filtering features to Flutter apps
  • Create CamScanner-like mobile applications from scratch
  • Work with Flutter image processing and document enhancement techniques
  • Export and manage scanned documents inside Flutter applications
  • Build production-ready machine learning powered Flutter apps

Course content

11 sections51 lectures4h 25m total length
  • Text Recognition, Document Scanning & Enhancement in Flutter1:51

Requirements

  • A little knowledge of App Development in Flutter is a plus

Description

Flutter OCR & AI – Build Document Scanner and Text Recognition Apps

Learn how to build powerful AI-powered document scanner and OCR applications using Flutter and Google ML Kit.

In this hands-on Flutter course, you will create a complete document scanner app from scratch with features like text recognition, OCR, entity extraction, image enhancement, cropping, filters, and real-time document processing.

This course is perfect for Flutter developers who want to integrate artificial intelligence and machine learning into mobile applications for Android and iOS.

By the end of this course, you will be able to build production-ready OCR and document scanning apps similar to CamScanner using Flutter.


What You Will Learn

  • Build document scanner apps in Flutter

  • Implement OCR (Optical Character Recognition) in Flutter

  • Extract text from images and scanned documents

  • Use Google ML Kit for text recognition

  • Build AI-powered mobile apps with Flutter

  • Perform entity extraction from documents

  • Detect names, emails, phone numbers, and dates

  • Capture text from live camera feeds

  • Enhance scanned document images

  • Crop documents and apply image filters

  • Build cross-platform AI apps for Android & iOS

  • Create real-world machine learning powered Flutter apps


Build Real Flutter OCR Projects

Throughout this course, you will build practical AI-powered Flutter applications including:

Document Scanner App: Build a complete document scanner app similar to CamScanner.

OCR Text Recognition App: Extract text from images using Optical Character Recognition (OCR).

AI Business Card Scanner: Use entity extraction to detect names, phone numbers, emails, and addresses.

Real-Time Camera OCR App: Recognize and process text directly from live camera feeds.

Smart Document Processing App: Combine OCR, image enhancement, and filters into one professional Flutter application.


Course Curriculum

Flutter Image Capture & Management: Learn how to capture, import, and manage images in Flutter applications.

OCR & Text Recognition in Flutter: Implement powerful OCR models using Google ML Kit and machine learning.

Entity Extraction with AI: Extract structured information like names, dates, emails, and phone numbers from scanned documents.

Document Image Enhancement: Improve image clarity and document readability using Flutter image processing techniques.

Cropping & Filters: Add professional scanning features like cropping, edge detection, and filters.

Real-World Flutter AI Projects: Build complete machine learning powered mobile apps from scratch.


Why Learn Flutter OCR Development?

OCR and document scanning technologies are widely used in:

  • banking apps

  • business automation

  • digital forms

  • expense tracking apps

  • ID scanners

  • invoice scanners

  • AI productivity tools

Flutter combined with AI and OCR allows developers to create powerful cross-platform mobile applications that work on both Android and iOS.


Who This Course Is For

  • Flutter developers interested in AI app development

  • Developers who want to build OCR apps

  • Mobile developers learning Google ML Kit

  • Beginners interested in Flutter machine learning

  • Developers building document scanner apps

  • Students wanting real-world AI projects


By the End of This Course

You will be able to:

  • Build complete OCR apps in Flutter

  • Create document scanner applications

  • Extract text and entities from documents

  • Use Google ML Kit in Flutter

  • Build AI-powered Android & iOS apps

  • Develop production-ready machine learning applications

Start building intelligent Flutter applications with OCR and AI today.


What Will Students Learn?

  • Build complete Document Scanner apps in Flutter

  • Implement OCR and Text Recognition using Google ML Kit

  • Extract text from images and scanned documents

  • Build AI-powered Flutter apps for Android & iOS

  • Perform Entity Extraction from documents and business cards

  • Detect names, emails, phone numbers, and dates automatically

  • Capture and recognize text from live camera feeds

  • Enhance document images for better OCR accuracy

  • Add cropping, filters, and image editing features to scanner apps

  • Create real-world machine learning powered mobile applications

  • Work with Flutter image processing techniques

  • Build production-ready OCR and document scanning apps

Who this course is for:

  • Anyone who want to build a document scanning application in Flutter
  • Anyone who want to build learn the use of Text Recognition and Entity Extraction models in Flutter
  • Beginner Flutter Developers who want to build a Machine learning powered Application in Flutter
  • Experienced Flutter Professional who want to learn the use of OCR and NER models in Flutter