What are some large projects that have been done in Python?

In this article, we will learn about some large projects that have been done in Python.

Python is currently one of the most popular programming languages. This trend appears to be set to continue in 2022 and beyond. So, if you're just starting with Python, the greatest thing you can do is work on some real-world Python project ideas.

Python is a programming language that is widely used in web development, game development, data analytics, and machine learning.

The following are some of the large projects built using Python −

• Facial Recognition Employee Attendance System

• Real-Time Face Mask Detection System

• Next Word Prediction Model

• Weather Forecast Model

• Flower Recognition Model

• Building a New Chatbot

• Human Face Detection

• Music Player

Facial Recognition Employee Attendance System

"Facial Recognition Based Attendance System" is the first Python project you should create, with the help of computer vision and several supporting libraries.

Employees who are already registered in this system will complete their attendance the face, and the system will notify you if the individual is there or absent.

You may, however, program this system in another manner. However, for this project, you will want an accurate database of people whose faces the device will scan.

Using the face recognition library, your code will be less complex and more accurate in recognizing people's faces.

Here is the Link for Source Code: Facial-Recognition-Based-Attendance-System

Real-Time Face Mask Detection System

This is the most incredible and essential project to be built at this point. This is the most popular project at the covid time. Because it detects whether or not people are wearing masks on their faces in real-time.

This is how the real-time face mask detection system will work. If a person properly applies the mask to his face, a green rectangle symbol will form on his face, indicating how well that person is wearing the mask.

If the mask is not worn properly on the face, a red rectangle sign will appear as a warning, indicating that the wearer is not wearing the mask properly and should do so.

You will be able to develop an accurate face mask detection system with the assistance of computer vision and certain key libraries such as TensorFlow and Keras, even with a small number of lines of code.

Here is the Link for Source Code: Face Mask Detection

Next Word Prediction Model

This is an incredible project, and if you haven't done it before, you should construct it (Language Modeling) at least once.

Without realizing it, we all employ this approach when we text on our smartphone's keypad. The next text we're about to type is automatically predicted by the majority of the keyboard, and we just copy and paste it.

This approach is also used by Google in its Gboard keyboard to guess the next word based on your surfing history or preloaded data.

Here is the Link for Source Code: Next word prediction model

Weather Forecast Model

Among all the projects, this one may be the most complex to develop, as it will provide you with an exact weather forecast.

To develop this model, you'll need accurate data to do data analysis, plotting, and mathematical calculations.

Here is the Link for Source Code: Weather Forecast Model

Flower Recognition Model

There are so many various kinds of flowers in the world that it is difficult to know what each one is called. We can't recall the names or colours of all the flowers.

If you train a machine learning model to detect flowers, it will distinguish colour attributes as well as flower names, even if they are of the same design.

All you need to do is create a huge and accurate dataset of flowers. After the scan, the program that you have coded to recognize flowers will do the rest.

Here is the Link for Source Code: Flower Recognition Model

Building a New Chatbot

Chatbot programs have gained in popularity in recent years, particularly in the fields of technology, business, and e-commerce.

A chatbot, on the other hand, is an artificial intelligence-based program that mimics natural human language and communicates with humans to solve problems. When you open such a website, you may have observed that an automatic notification appears at the bottom. It's a chatbot that asks you to solve an issue.

You may create a chatbot in Python using natural language processing. You will also require some libraries such as chatterbot, chatterbot_corpus, and nltk

Here is the Link for Source Code: Building a new Chatbots

Human Face Detection

Face detection is a technique for detecting faces in photographs or videos of people. This is the most essential duty of the OpenCV library, which uses computer vision to search for faces.

If you want to pursue a career in computer vision, this project is a great place to start.

You only need to select any image to test your code on when detecting faces from an image. The program you wrote will perform the rest after you select an image. The code will then draw a rectangular shape in the area where it sees the face in the image.

Here is the Link for Source Code: Human Face Detection

Music Player

How about making your music player? This seems quite thrilling, right?

This seems incredibly thrilling to me. Create not just any normal music app, but one that searches through files and explores your program directories in search of music. Develop an interactive interface that other users can use as well.

Consider adding features like track browsing, volume control, song/artist/album/movie display, database management, algorithm development, and data processing to create a fully-featured application.

NOTE

There are also numerous python advanced projects with source code on GitHub. GitHub is a website where numerous developers post project descriptions along with source code files.

Conclusion

This article taught us about eight various huge projects that can be built with Python. In this article, we have provided the source code for such projects.