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Description of  Text Recognition, Document Scanning & Enhancement In Flutter

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 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: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 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 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