Flutter & OCR – Build Document Scanner Clone in Flutter 2024

Flutter & OCR – Build Document Scanner Clone in Flutter 2024, available at $54.99, has an average rating of 4.65, with 52 lectures, based on 14 reviews, and has 143 subscribers.

You will learn about Intelligently Extract Text & Data from Documents in Flutter Build A Stunning Document Scanner App in Flutter from Scratch OCR – Recognize Text from documents in Flutter Build A Cam Scanner Clone in Flutter NER – Extract Entities from text in Flutter Enhance visibility of document images in Flutter Crop document images effectively in Flutter Applications Display live camera footage in Flutter Choose or Capture images in Flutter Apply filters on document images in Flutter Perform text recognition and entity extraction in flutter with both images and live camera footage This course is ideal for individuals who are Anyone who want to build a document scanning application in Flutter or Anyone who want to build learn the use of Text Recognition and Entity Extraction models in Flutter or Beginner Flutter Developers who want to build a Machine learning powered Application in Flutter or Experienced Flutter Professional who want to learn the use of OCR and NER models in Flutter It is particularly useful for Anyone who want to build a document scanning application in Flutter or Anyone who want to build learn the use of Text Recognition and Entity Extraction models in Flutter or Beginner Flutter Developers who want to build a Machine learning powered Application in Flutter or Experienced Flutter Professional who want to learn the use of OCR and NER models in Flutter.

Enroll now: Flutter & OCR – Build Document Scanner Clone in Flutter 2024

Summary

Title: Flutter & OCR – Build Document Scanner Clone in Flutter 2024

Price: $54.99

Average Rating: 4.65

Number of Lectures: 52

Number of Published Lectures: 51

Number of Curriculum Items: 52

Number of Published Curriculum Objects: 51

Original Price: $19.99

Quality Status: approved

Status: Live

What You Will Learn

Intelligently Extract Text & Data from Documents in Flutter
Build A Stunning Document Scanner App in Flutter from Scratch
OCR – Recognize Text from documents in Flutter
Build A Cam Scanner Clone in Flutter
NER – Extract Entities from text in Flutter
Enhance visibility of document images in Flutter
Crop document images effectively in Flutter Applications
Display live camera footage in Flutter
Choose or Capture images in Flutter
Apply filters on document images in Flutter
Perform text recognition and entity extraction in flutter with both images and live camera footage

Who Should Attend

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

Target Audiences

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

Welcome to this course. In this course, we are going to build a Stunning Document Scanning Application in Flutter from Scratch. So in that application, users can

recognize text in images using OCR models
scan documents or extract entities from business cards or documents using entity extraction models
enhance the visibility of document images in Flutter.

So in short we are going to build a CamScanner clone in Flutter from Scratch.

Course Curriculum:

Dealing With Images:

We start by learning to choose or capture images in Flutter so that later we can use those images with machine learning models.

Text Recognition in Flutter:

In this part, we will learn to perform text recognition in Flutter for both Android and IOS. So we will cover the key features of OCR models and then we will use them in flutter to detect or recognize text in images. Apart from that, we will also analyze the structure of recognized text so that we can use it for a variety of use cases.

Entity Extraction in Flutter:

After text recognition, we will learn to extract only useful information from recognized text using the entity extraction model. So you will learn to combine text recognition and entity extraction to extract data from business cars or other documents.

Image Enhancement in Flutter:

In this part, we will add another exciting feature to our scanner application. So you will learn to enhance document images in flutter to improve their visibility.

Image Crop & Filters:

In this part, you will learn to crop document images in Flutter so that users can easily keep the necessary portion of document images. Apart from that, we will add the feature to apply a large collection of filters to our document image.

So After Completing this course:

You will be able to perform text recognition and entity extraction in Flutter with both images and videos
You can apply different methods to enhance document images in Flutter
You will be able to build ML-powered applications in Flutter

What you will get

4+ hours of video content
Source code
Certificate of completion
30 days money back guarantee

And one important question is who can take this course? So if you are a beginner Flutter developer or an experienced Flutter professional this course is for you.

So what are you waiting for enroll now and build your own ML-powered applications in Flutter.

Course Curriculum

Chapter 1: Introduction

Lecture 1: Text Recognition, Document Scanning & Enhancement in Flutter

Chapter 2: Setup for MacOS

Lecture 1: Install the Flutter SDK

Lecture 2: Install Android Studio

Lecture 3: Install and Setup XCode

Lecture 4: Creating A Flutter Project and Installing in IOS Simulator

Lecture 5: Install the Android Emulator

Chapter 3: Setup for Windows

Lecture 1: Installing Flutter on Windows

Lecture 2: Installing Android Studio

Lecture 3: Creating Android Virtual Device

Chapter 4: Project Setup and Image Picker

Lecture 1: Creating a new flutter project and home screen of document scanner app

Lecture 2: Building Bottom Part of Document Scanning Flutter Application

Lecture 3: Feature Selection of our Document Scanner Flutter Application

Lecture 4: Live Camera Footage Mockup for Flutter Application

Chapter 5: Image Picker in Flutter

Lecture 1: Setting up image picker library in flutter application

Lecture 2: Chossing images from gallery in flutter application

Chapter 6: Text Recognition Flutter | OCR use in Flutter

Lecture 1: Create Text Recognition Screen of Flutter Document Scanner Application

Lecture 2: Text Recognition in Flutter, The introduction

Lecture 3: Setting up library for Text Recognition in Flutter

Lecture 4: Loading Text Recognition model in Flutter and preparing input

Lecture 5: Passing Input to Text Recognition Models and Getting the output in Flutter

Lecture 6: Showing Recognized text to the user on Screen in Flutter

Lecture 7: Copy Recognized Text on Clipboard in Futter Application

Lecture 8: Analyse structure of recognized text in Flutter

Chapter 7: Named Entity Extraction in Flutter – Card Scanning

Lecture 1: Feature Selection in Flutter Document Scanning Application

Lecture 2: Setting Up Card Scanning Screen of Flutter Application

Lecture 3: Entity Extraction in Flutter, The Introduction

Lecture 4: Combining Text Recognition and Entity Extraction in Flutter

Lecture 5: Displaying Extracted Entities in Listview in Flutter Text Scanning App

Lecture 6: Displaying Entity Specific Icon in Flutter Application

Lecture 7: Overflow Error in Recognized Entity Tile of Flutter App

Chapter 8: Image Crop in Flutter Document Scanner

Lecture 1: Setting up the library for Smart Image Crop in Flutter

Lecture 2: Crop Document Images in Flutter Like Cam Scanner

Chapter 9: Realtime Document Scanning in Flutter

Lecture 1: Setting up the library for displaying live camera footage in Flutter

Lecture 2: Display Live Camera Footage in Flutter Application

Lecture 3: Testing Realtime Camera Footage in Flutter

Lecture 4: Improve GUI of camera preview in Flutter

Lecture 5: Capture Images in Flutter and Perform Text Recognition and Scanning

Lecture 6: Realtime Document Scanner Overview

Lecture 7: Displaying frame image on live camera preview in Flutter

Lecture 8: Adding Scan Animation in our Flutter Scan App

Chapter 10: Document Image Enhancement in Flutter

Lecture 1: Creating image enhancement screen in our Flutter application

Lecture 2: Setting up image library in Flutter and converting images

Lecture 3: Appling Contrast on Document images in Flutter

Lecture 4: Adjusting Brightness of document images in Flutter

Lecture 5: Working on GUI of document scanning Flutter Application

Lecture 6: Making Contrast Dynamic in Flutter

Lecture 7: Making brightness dynamic in Flutter

Lecture 8: Making Sliders More Functional in Flutter

Chapter 11: Image Saving and Filters in Document Scanning Flutter App

Lecture 1: Saving Enhanced Images in Gallery in Flutter

Lecture 2: Testing Enhancement of document images in Flutter

Lecture 3: Applying Filters on document images in Flutter

Instructors

Mobile ML Academy by Hamza Asif
ML & AI based Flutter, Android, IOS & React Native Courses

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4 stars: 6 votes
5 stars: 8 votes

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