These Projects will make you the SuperHero of Python City
You give us 9 minutes, we’ll give you 12 Cool Python Projects
INTRODUCTION
In the past few years, the programming language that has got the highest fame across the globe is Python. The stardom Python has today in the IT industry is sky-high. And why not? Python has got everything that makes it the deserving candidate for the tag of- “Most Demanded Programming language on the Planet.”
From a web application to Data Science, from software development to Machine Learning and Artificial Intelligence wonders, Python gives the power to do it all. Some of the world’s most interesting and fascinating stuff has been developed using Python.
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TOP PYTHON PROJECTS IDEAS
1. Typing Speed Test
“Coz you should be good at 2 things — Right swiping and fast typing.”
One of the most important skills that you need to possess these days is that of typing fast. Whether be it your personal or professional life, this is an important asset you are supposed to have. But have you ever examined your typing speed? Probably no.
So, here’s a project that will help you to check and improve your typing skills. Additionally, it will improve your Python skills as well because you are gonna use pygame (a library which is used for working with graphics) for the same.
SOURCE CODE: Python Project on Typing Speed Test
2. Colour Detection
“Sometimes all you need is a little splash of color.”
Playing with colors is always fun and this Python project is meant for the same. But this time playing with colors will teach you some of the most important concepts of Python. Knowing the colors would now be easier. Because the name of the color is just a click away. Wonder how?
This project lets you build an application using Pandas and OpenCV, that identifies colors when you click on them. A dataset that contains the color name and its values is used for the same.
SOURCE CODE: Project in Python — Colour Detection
3. Tic Tac Toe Game
‘Coz you should never let the child inside you die.
In the world full of PubG and Call of Duty, we are here to bring your childhood’s most played game, Tic Tac Toe, back to you. You will through this project get a chance to relive your childhood. Because it’s time to get nostalgic.
This Python project will take you back to the good old days and in the meantime, you will lay your hands on one of the coolest Python libraries, which is pygame. A project that excites you and will let you enhance your Python skills.
SOURCE CODE: Tic Tac Toe Game Python Project
4. Detecting Fake News
“Don’t let fake news change your views”
We are quite vulnerable to getting fooled by fake news quite easily. Basic human nature is what makes us attracted to negative and false news easily. These fake news can sometimes have adverse consequences as well. But, how can you recognize that the news is fake or not?
Here’s what you can do to deal with this problem. This python project makes sure that you don’t fall into the trap of fake news. It is an advanced Python project that makes use of sklearn and also makes sure that you’re in the right direction of becoming a pro-Python programmer.
SOURCE CODE: Detect all the Fake News with Python
5. Speech Emotion Recognition
“Be the one, who understands everyone’s emotions.”
The pitch and tone of your voice reflect the emotions behind the words you speak and this is how we judge people’s emotions when we are in any sort of conversation. Even animals like dogs and horses do the same for understanding human emotions. How amazing it would be if we were able to understand the exact emotions of people behind their words, isn’t it?
This project is meant for the same. This gives you the power to understand people’s emotions based on their tone of speech. This is a crucial project for organizations that have customer service centers. You will have experience of using a robust Python library, librosa, a library that is used for audio analysis and JupyterLab, an open-source, web-based UI for Project Jupyter.
SOURCE CODE: Python Project on Speech Emotion Recognition
6. Detecting Parkinson’s Disease
“Save people from Parkinson’s Disease with ease.”
Parkinson’s disease, a disease that makes a person weak before age. A chronic disease that affects millions around the world. Once a person suffers from it, there’s no coming back from it. But if it’s detected early, a person can be saved from it. And that’s what this project is designed for.
This python project aims to safeguard those people from this worse of a disease. Using different libraries of Python such as scikit-learn, numpy, pandas, and xgboost we would build a model that analyzes a patient’s data and then calculate the accuracy of our model.
SOURCE CODE: Parkinson’s Disease Detection Python Project
7. Age and Gender Detection
“Time to be savage, coz we now know everyone’s gender & age.”
Imagine being able to figure out a person’s age and gender by having their picture? Sounds cool, isn’t it? This is how cool this project is. This project accurately portrays the versatility Python offers to the developers.
The gender prediction has got two options, either Male or Female, whereas the age prediction would be in certain ranges. For this, you will dive deep into the concept of Deep Learning. You will use the models trained by Tal Hassner and Gil Levi. Apart from this, you will get acquainted with Computer Vision, OpenCV, and Convolutional Neural Network (CNN).
SOURCE CODE: Gender & Age Detection with Python
8. Breast Cancer Classification
“Coz women will now have an answer to the deadly Breast Cancer”
One of the most feared and deadliest diseases that a woman can suffer from is breast cancer. And its name is enough to scare any woman. Once detected, the probability of a woman to be saved is quite little.
This project lets you classify the Breast Cancer histology image either as benign or as malignant. This classifier is built on the IDC dataset.
This would be made possible with the help of Deep Learning and Python’s dedicated neural network library, Keras.
Keras is an open-source neural network library written in Python
SOURCE CODE: Python Project on Breast Cancer Classification
9. Driver Drowsiness Detection
“It’s time to deal with drowsiness & get rid of your carelessness.”
One of the major and probably the worst causes of human deaths is accidents on roads. It just gives you nightmares when you hear about any of such death incidents. So, what are the reasons behind such tragic incidents? Are we not concerned about it? Among the reasons, the major one is the drowsiness of the driver.
So here we are with a solution to tackle this issue. A drowsiness detection device in your vehicles that alerts you when you feel sleepy. The images for the same would be gathered by using OpenCV and then fed into the Deep Learning model for classifying whether the person’s eyes are ‘Open’ or ‘Closed’.
SOURCE CODE: Drowsiness Detection System using Python
10. Image Caption Generator
“A picture attracts the eye but caption captures the heart.”
Soon as we see any picture, our mind can easily depict what’s there in the image. But this isn’t the case when we talk about computers. To train computers so that they can identify what’s there in the image seemed impossible back in the time. But, it is possible now.
This is made possible by a couple of advanced Deep Learning techniques of Convolutional Neural Networks(CNN) and Long Short Term Memory(LSTM), a type of Recurrent Neural Network together. This can be crucial if you aspire to have a career in the Machine Learning field.
SOURCE CODE: Generate Caption for Images with the help of Python
11. Traffic Signs Recognition
“Coz Life is too short to get stuck in traffic.”
One of the most fascinating and jaw-dropping innovations to date is that of autonomous vehicles and self-driving cars. This application of IoT and Artificial Intelligence is about to bring a new revolution in the world. It’s a dream concept that will mark its presence in the history of mankind.
This project might help you to experience what it feels like to work on this dream concept. This project lets you train a system about recognizing all the traffic signs and then being able to make the decisions accordingly. This would be achieved by building a deep neural network model.
SOURCE CODE: Traffic Signs Recognition Python Project
12. Chatbot
“You’ll never get caught, coz now you have a chatbot”
One of the biggest revolutions for all the customer-oriented industries is that of chatbots. Chatbots have made their life easier. But what actually a chatbot is? Theoretically, a chatbot is an intelligent piece of software that has the capability of communicating and performing actions similar to a human.
From Apple’s Siri to Amazon’s Alexa, top companies from across the globe are now bound to chatbots for differnt purposes. And what’s behind this revolution? It’s Deep Learning again. This will be implemented using the Deep Learning concept of LSTM and Python’s NLTK and Keras.
SOURCE CODE: ChatBot Python Project
EndNote
Taking the decision to learn Python right now would be one of the finest decisions you would ever make in your career. Python will safeguard your whole career. Learning Python right now is like making an investment that ensures premium benefit returns throughout your life. Investing time in Python is better than investing in mutual funds as it does have any terms and conditions that are subject to market risks. Lol.
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