Combatting Fraud with AI: Create a Fake Card ID Detector | Udemy

Combatting Fraud with AI: Create a Fake Card ID Detector | Udemy
English | Size: 2.80 GB
Genre: eLearning

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

What you’ll 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.

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.

Who this course is for:
Anyone who is interested in AI project development.
Anybody who wants to explore the field of cutting edge technology.

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