Combatting Fraud with AI: Create a Fake ID Card Detector

Build your own AI application from scratch using EasyOCR, OpenCV, Matplotlib & TKinter

4.80 (10 reviews)
Udemy
platform
English
language
Other
category
instructor
Combatting Fraud with AI: Create a Fake ID Card Detector
54
students
5 hours
content
Feb 2024
last update
$54.99
regular price

What you will learn

Learn to build a Data Scanning Tool as well as an Employee ID Card Scanner from scratch.

Learn about project concepts and the uses of data data scanning tool.

Learn about Artificial Intelligence, and EasyOCR.

Understand the complete hardware and software requirements for the project development.

Get to know about downloading and installing Microsoft Visual Studio Code, and setting up python and jupyter notebook extensions inside it.

Learn how to install and import python libraries.

Learn about building a basic GUI from Tkinter Library, building a cool and attractive progressbar, control panel and a detection tool.

Test Data Scanning Tools with some random data.

Understand the project concept of Employee ID detection system and the step wise approach to proceed with the same.

Start with the MySQL database where you will go through the download, installation, and the configuration of MySQL server and MySQL Workbench.

Learn database tables and essential sql commands or queries of MySQL database.

Learn the building of an attractive GUI to display the employee information.

Learn adding features of registration form using which the HR of the organization can onboard the new employees.

Learn about converting its source-code as a third-party python library to make the project complexity easier.

Learn about doing a live demonstration of the projects, verification the ID cards and so on.

Why take this course?

I would like to introduce you to a brand new online course where you can learn to develop two major projects in the field of Artificial Intelligence.

We will first begin by creating a versatile Data Scanning Tool, which allows you to easily scan and extract text from a wide range of surfaces and objects, including watches, bottles, notebook covers, desks, benches, walls, posters, and much more. Let me show you the demo of the project.

After completing the first phase of our journey, we will now turn our attention to the development of an Employee ID Verification System. This innovative solution will enable you to verify the authenticity of employee ID cards, ensuring that only authorized personnel gain access to your workplace. Using advanced image processing and machine learning, we will create a system that can detect and identify fake ID cards, protecting your organization from potential security breaches. Let us see the demo of this project.

I have always been a firm believer in learning by doing, and in this course, you will learn what you need to know by hands-on experience. You don’t need any special knowledge except basic computer skills to get started with this course. Every one of you comes from a different background and hence the course is crafted from basic to advanced level with minute detail in every lecture.

Here are two main reasons, why you should take this course.

#1 This course is designed to boost your career as an AI Application Developer. Artificial Intelligence is a rapidly growing field and is poised to continue its upward trajectory in the coming years. By learning the latest techniques and technologies in AI, you'll be well-equipped to take advantage of these exciting opportunities and level up your career.

#2 Since, Python has gained immense popularity in the programming world due to its ease of use and versatility. It is widely used in various fields such as web development, data science, machine learning and scientific computing. By working on this project, you will not only improve your coding skills in Python but also enhance your career prospects.

This is a practical hands-on course, although you will spend some time dealing with some important theoretical concepts, the majority of the course will focus on writing code.

To make the learning curve easier, the entire course has been divided into 6 sections. Let's take a look at the major topics that will be covered in each section of the course.

  • In the first section, we will go through the project concept and then we will learn about Artificial Intelligence, EasyOCR model, designing a cool and attractive GUI and building a Data Scanning Tool. Thereafter we will get to know about camera operations, designing a Progress bar and so on. Thereafter, we’ll understand the detection code as well as do the live detections and scan texts printed on the objects.

  • In the second section, We will first learn about MySQL database. Then we’ll proceed with downloading, installing, and configuring the MySQL server and the MySQL Workbench. Thereafter, we will follow an approach to access the complete database setup. Finally, we’ll get to know about SQL queries such as creating databases and tables and then inserting the employees' records.

  • From the third section, we will get our hands dirty, we will learn to code an interactive GUI using Tkinter Library. We will design an Employee Information System which will display the employee’s information after getting the Id Card detected. By doing this, you will get an in-depth insight into front-end design as well as back-end development.

  • In the fourth section, we will learn about designing a cool and attractive Registration Form for the new employees. We will go ahead with designing some pop-up windows for the alert messages, this will be useful if anything goes wrong or upon completion of successful operations. By doing this you will leverage the power of the Tkinter GUI toolkit.

  • In the fifth section, We will dive into the deployment phase. After building the Employee ID Card Detector tool, where data management and data validation plays a vital role, we will first test the project for any kind of errors that we may encounter during the execution of our application. Upon completing this, We will take you through the complete output of the whole project.

  • In the sixth section, We will go ahead with the conclusion. We’ll do a short review of the whole project. We’ll summarize the Data Scanning Tool, MySQL database, Employee Info database, and Employee ID Card Detector application in brief.

Each video in the course will teach you new concepts and techniques which you may apply to any of your projects immediately. This course assumes just a basic knowledge of programming, and you can leave the rest to us. So if you are somebody who has never built an AI Application before, you do not need to worry, I will be with you every step of the way.

Don’t let technical errors hold you back from achieving your goals. If you ever need help, simply post your question in the question and answer section and our dedicated support team will get back to you within 24 hours. They are available to assist you 6 days a week, from Monday to Saturday.

We will also share the complete source code with you, so that you can easily replicate the project and practice on your own. All lectures are accompanied by English subtitles, ensuring clear and comprehensive understanding.

Alright, so at the end of the day, you have got nothing to lose. So join me in this incredible journey, into the world of AI development and take your technical skills to the next level. If you enroll now, you'll take advantage of this limited-time offer at this special price.

Screenshots

Combatting Fraud with AI: Create a Fake ID Card Detector - Screenshot_01Combatting Fraud with AI: Create a Fake ID Card Detector - Screenshot_02Combatting Fraud with AI: Create a Fake ID Card Detector - Screenshot_03Combatting Fraud with AI: Create a Fake ID Card Detector - Screenshot_04

Reviews

Hendrix
May 15, 2023
The instructor's expertise and passion for AI shine through their teaching style. Their ability to explain intricate concepts with clarity and provide real-world examples has greatly enhanced my understanding and practical application of AI principles.
Giuven
May 15, 2023
If you are seeking a comprehensive and practical course in AI development, look no further. This course, with its dual project approach, outstanding teaching style, and unwavering support, is an absolute game-changer.
Elina
May 15, 2023
The instructor's teaching style is a true gem. Their ability to simplify complex concepts and present them in a clear and concise manner is truly commendable. They patiently break down each step, ensuring that every learner can follow along and grasp the underlying principles. Their guidance is methodical, enabling students to seamlessly progress through the course while solidifying their knowledge and skills. Moreover, the choice of projects in this course is particularly impressive.
David
May 15, 2023
With the guidance and support of the Instructor, I successfully completed the project. I am grateful for their assistance and contribution to my success. Thank you, Comfiny Team!
Christopher
May 15, 2023
The best part of this course is that the instructor is very active. He helped me to clarify my doubts whenever I asked.

Charts

Price

Combatting Fraud with AI: Create a Fake ID Card Detector - Price chart

Rating

Combatting Fraud with AI: Create a Fake ID Card Detector - Ratings chart

Enrollment distribution

Combatting Fraud with AI: Create a Fake ID Card Detector - Distribution chart
5155374
udemy ID
2/13/2023
course created date
4/6/2023
course indexed date
Bot
course submited by