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Text Recognition, Document Scanning & Enhancement In Flutter
What you'll learn
Intelligently Extract Text & Data from Documents in Flutter
OCR - Recognize Text from documents 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
Applu filters on document images in Flutter
Perform text recognition and entity extraction in flutter with both images and live camera footage
Requirements
A little knowledge of App Development in Flutter is a plus
Description
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 modelsscan documents or extract entities from business cards or documents using entity extraction modelsenhance the visibility of document images in Flutter.Course Curriculum
ealing 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 videosYou can apply different methods to enhance document images in FlutterYou will be able to build ML-powered applications in FlutterWhat you will get4+ hours of video contentSource codeCertificate of completion30 days money back guaranteeAnd 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.
Overview
Section 1: Project Setup and Image Picker
Lecture 1 Creating a new flutter project and home screen of document scanning app
Lecture 2 Creating bottom portion of Home Screen of Flutter App
Lecture 3 Creating top part of Home Screen of Flutter App to select features
Lecture 4 Creating middle portion of Home Screen of Flutter App to display live camera
Section 2: Image Picker in Flutter
Lecture 5 Setting up image picker library in flutter application
Lecture 6 Chossing images from gallery in flutter application
Section 3: Text Recognition in Flutter
Lecture 7 Creator Recognizer Screen of Flutter Document Scanning Application
Lecture 8 Text Recognition in Flutter, The introduction
Lecture 9 Setting up library for Text Recognition in Flutter
Lecture 10 Loading Text Recognition model in Flutter and preparing input
Lecture 11 Passing Input to Text Recognition Models and Getting the output in Flutter
Lecture 12 Showing Recognized text to the user on Screen in Flutter
Lecture 13 Copy Recognized Text on Clipboard in Futter Application
Lecture 14 Analyse structure of recognized text in Flutter
Section 4: Named Entity Extraction in Flutter - Card Scanning
Lecture 15 Feature Selection in Flutter Document Scanning Application
Lecture 16 Setting Up Card Scanning Screen of Flutter Application
Lecture 17 Entity Extraction in Flutter, The Introduction
Lecture 18 Extracting Entities from Recognized Text in Flutter
Lecture 19 Displaying Extracted Entities in Listview in Flutter Text Scanning App
Lecture 20 Displaying Entity Specific Icon in Flutter Application
Lecture 21 Overflow Error in Recognized Entity Tile of Flutter App
Section 5: Image Crop in Flutter Document Scanning
Lecture 22 Setting up the library for Smart Image Crop in Flutter
Lecture 23 Crop Document Images in Flutter
Section 6: Realtime Document Scanning in Flutter
Lecture 24 Setting up the library for displaying live camera footage in Flutter
Lecture 25 Display Live Camera Footage in Flutter Application
Lecture 26 Testing Realtime Camera Footage in Flutter
Lecture 27 Improve GUI of camera preview in Flutter
Lecture 28 Capture Images in Flutter and Perform Text Recognition and Scanning
Lecture 29 Realtime Document Scanning Overview
Lecture 30 Displaying frame image on live camera preview in Flutter
Lecture 31 Adding Scan Animation in our Flutter Scan App
Lecture 32 Testing Scan Animation of Document Scanning Flutter App
Section 7: Document Image Enhancement in Flutter
Lecture 33 Creating image enhancement screen in our Flutter application
Lecture 34 Setting up image library in Flutter and converting images
Lecture 35 Appling Contrast on Document images in Flutter
Lecture 36 Adjusting Brightness of document images in Flutter
Lecture 37 Working on GUI of document scanning Flutter Application
Lecture 38 Making Contrast Dynamic in Flutter
Lecture 39 Adding brightness dynamic in Flutter
Lecture 40 Making Sliders More Functional in Flutter
Section 8: Image Saving and Filters in Document Scanning Flutter App
Lecture 41 Saving Enhanced Images in Gallery in Flutter
Lecture 42 Testing Enhancement of document images in Flutter
Lecture 43 Applying Filters on document images in Flutter
Anyone who want to build a document scanning application 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,Anyone who want to build learn the use of Text Recognition and Entity Extraction models in Flutter
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Published 3/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.70 GB | Duration: 3h 50m
Build A Document Scanning App in Flutter using Text Recognition and Entity Extraction - Enhance Doc Images in Flutter
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.70 GB | Duration: 3h 50m
Build A Document Scanning App in Flutter using Text Recognition and Entity Extraction - Enhance Doc Images in Flutter
What you'll learn
Intelligently Extract Text & Data from Documents in Flutter
OCR - Recognize Text from documents 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
Applu filters on document images in Flutter
Perform text recognition and entity extraction in flutter with both images and live camera footage
Requirements
A little knowledge of App Development in Flutter is a plus
Description
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 modelsscan documents or extract entities from business cards or documents using entity extraction modelsenhance the visibility of document images in Flutter.Course Curriculum
ealing 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 videosYou can apply different methods to enhance document images in FlutterYou will be able to build ML-powered applications in FlutterWhat you will get4+ hours of video contentSource codeCertificate of completion30 days money back guaranteeAnd 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.Overview
Section 1: Project Setup and Image Picker
Lecture 1 Creating a new flutter project and home screen of document scanning app
Lecture 2 Creating bottom portion of Home Screen of Flutter App
Lecture 3 Creating top part of Home Screen of Flutter App to select features
Lecture 4 Creating middle portion of Home Screen of Flutter App to display live camera
Section 2: Image Picker in Flutter
Lecture 5 Setting up image picker library in flutter application
Lecture 6 Chossing images from gallery in flutter application
Section 3: Text Recognition in Flutter
Lecture 7 Creator Recognizer Screen of Flutter Document Scanning Application
Lecture 8 Text Recognition in Flutter, The introduction
Lecture 9 Setting up library for Text Recognition in Flutter
Lecture 10 Loading Text Recognition model in Flutter and preparing input
Lecture 11 Passing Input to Text Recognition Models and Getting the output in Flutter
Lecture 12 Showing Recognized text to the user on Screen in Flutter
Lecture 13 Copy Recognized Text on Clipboard in Futter Application
Lecture 14 Analyse structure of recognized text in Flutter
Section 4: Named Entity Extraction in Flutter - Card Scanning
Lecture 15 Feature Selection in Flutter Document Scanning Application
Lecture 16 Setting Up Card Scanning Screen of Flutter Application
Lecture 17 Entity Extraction in Flutter, The Introduction
Lecture 18 Extracting Entities from Recognized Text in Flutter
Lecture 19 Displaying Extracted Entities in Listview in Flutter Text Scanning App
Lecture 20 Displaying Entity Specific Icon in Flutter Application
Lecture 21 Overflow Error in Recognized Entity Tile of Flutter App
Section 5: Image Crop in Flutter Document Scanning
Lecture 22 Setting up the library for Smart Image Crop in Flutter
Lecture 23 Crop Document Images in Flutter
Section 6: Realtime Document Scanning in Flutter
Lecture 24 Setting up the library for displaying live camera footage in Flutter
Lecture 25 Display Live Camera Footage in Flutter Application
Lecture 26 Testing Realtime Camera Footage in Flutter
Lecture 27 Improve GUI of camera preview in Flutter
Lecture 28 Capture Images in Flutter and Perform Text Recognition and Scanning
Lecture 29 Realtime Document Scanning Overview
Lecture 30 Displaying frame image on live camera preview in Flutter
Lecture 31 Adding Scan Animation in our Flutter Scan App
Lecture 32 Testing Scan Animation of Document Scanning Flutter App
Section 7: Document Image Enhancement in Flutter
Lecture 33 Creating image enhancement screen in our Flutter application
Lecture 34 Setting up image library in Flutter and converting images
Lecture 35 Appling Contrast on Document images in Flutter
Lecture 36 Adjusting Brightness of document images in Flutter
Lecture 37 Working on GUI of document scanning Flutter Application
Lecture 38 Making Contrast Dynamic in Flutter
Lecture 39 Adding brightness dynamic in Flutter
Lecture 40 Making Sliders More Functional in Flutter
Section 8: Image Saving and Filters in Document Scanning Flutter App
Lecture 41 Saving Enhanced Images in Gallery in Flutter
Lecture 42 Testing Enhancement of document images in Flutter
Lecture 43 Applying Filters on document images in Flutter
Anyone who want to build a document scanning application 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,Anyone who want to build learn the use of Text Recognition and Entity Extraction models in Flutter
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