Build A Cam Scanner Clone in Flutter - Scan, Recognize and Enhance Documents in Flutter
Perform Text Recognition, Entity Extraction and Image Enhancement in Flutter - Intelligently Extract Text and Data from Images in Flutter
Google Flutter,Flutter,Android Development,IOS Development,Dart,
Lectures -44
Duration -3.5 hours
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Course 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 models
Scan documents or extract entities from business cards or documents using entity extraction models
Enhance 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 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.
Goals
What will you learn in 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
- Intelligently Extract Text & Data from Documents in Flutter
Prerequisites
What are the prerequisites for this course?
A little knowledge of App Development in Flutter is a plus
Curriculum
Check out the detailed breakdown of what’s inside the course
Project Setup and Image Picker
5 Lectures
- Course Introduction 01:51 01:51
- Creating a new flutter project and home screen of document scanning app 07:43 07:43
- Building Bottom Part of Document Scanning Flutter Application 10:08 10:08
- Feature Selection of our Document Scanner Flutter Application 05:41 05:41
- Live Camera Footage Mockup for Flutter Application 03:39 03:39
Image Picker in Flutter
2 Lectures
Text Recognition in Flutter
8 Lectures
Named Entity Extraction in Flutter - Card Scanning
7 Lectures
Image Crop in Flutter Document Scanning
2 Lectures
Realtime Document Scanning in Flutter
9 Lectures
Document Image Enhancement in Flutter
8 Lectures
Image Saving and Filters in Document Scanning Flutter App
3 Lectures
Instructor Details
Hamza Asif
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