Python ai projects with source code


  • 15 Computer Visions Projects You Can Do Right Now
  • Top Open Source Projects Using Artificial Intelligence
  • Artificial Intelligence
  • Top 20 Python Machine Learning Open Source Projects
  • Top 15 Python AI & Machine Learning Open Source Projects
  • Python Projects with Source Code
  • Python Projects
  • 15 Computer Visions Projects You Can Do Right Now

    It has a wide range of applications, including reverse engineering, security inspections, image editing and processing, computer animation, autonomous navigation, and robotics. Computer vision is about helping machines interpret images and videos.

    The field of computer vision keeps evolving and becoming more impactful thanks to constant technological innovations. As time goes by, it will offer increasingly powerful tools for researchers, businesses, and eventually consumers.

    Computer Vision today Computer vision has become a relatively standard technology in recent years due to the advancement of AI. Many companies use it for product development, sales operations, marketing campaigns, access control, security, and more.

    Source: Author Computer vision has plenty of applications in healthcare including pathology , industrial automation, military use, cybersecurity, automotive engineering, drone navigation—the list goes on. How does Computer Vision work? Machine learning finds patterns by learning from its mistakes. The training data makes a model, which guesses and predicts things.

    Real-world images are broken down into simple patterns. The computer recognizes patterns in images using a neural network built with many layers. The first layer takes pixel value and tries to identify the edges. The next few layers will try to detect simple shapes with the help of edges.

    In the end, all of it is put together to understand the image. Source: Author It can take thousands, sometimes millions of images, to train a computer vision application. Sometimes the application might not be able to find the difference between a dog and a bagel. Ultimately, the algorithm will only ever be as good as the data that was used for training it.

    OK, enough introduction! Computer Vision projects for all experience levels.

    Top Open Source Projects Using Artificial Intelligence

    Pairs is a list of patterns and responses. Each pattern is a regular expression matching the user's statement or question, e. For each such pattern a list of possible responses is given, e.

    Material which is matched by parenthesized sections of the patterns e. SessionHandler mapper. MissingSchema: return self. ConnectionError: raise RuntimeError "Couldn't connect to server unreachable. Face Mask Detection With the current pandemic times, a face mask is highly appreciated wherever we go. But it also becomes tiresome to manually detect people without a mask.

    This Python Project lets you detect a mask and prompt any error. This can be applied in malls or any public meeting place.

    For the source code, you can refer to the Github link. Plagiarism Checker A nightmare for a writer is whether or not the written work falls into plagiarism barriers. Plagiarism tool scans through your work to find an overlap from an existing source posted online. But the tools cost a fortune. So, with this Python project, you can create a plagiarism checker to scour through any writing work. Before you begin the code, install the dependencies: pip install scikit-learn Also, you need to have a text file in the.

    When you run the code, it will load the text files and compare the similarities. Music Player Almost everyone loves to listen to music. Imagine, creating a music player of your own that involves scanning through project files to find music files, browse through various tracks, add music from your favorite artists, or control the volume.

    With this Python project, you create a full-fledged music player with an interactive UI to play around with. Source Code : import os import threading import time import tkinter. ThemedTk root. We check if music is paused or not. Please check again. Example - 0, 0. Application of your learnings and processes. This allows you to try on new features without any hesitation.

    Technologies: Concepts: Your programming concepts become solid and you tend to write more maintainable codes. With this you learn to create better design patterns, integrate OOPS concerts, and avoid repeating yourself in the codes. Product Lifecycle: By building projects yourself, you involve yourself in the nitty-gritty stuff of the entire lifecycle.

    You get involved with—Planning, managing, and updating the code. Broader Scope: By building projects using Python, you not only build daily stuff easily but get access to fields like data science, web development,machine learning, and many more.

    Community Building: You build your own community, create open-source projects, and create a name for yourself. FAQs 1. Is Python suitable for large projects? Python is suitable for any kind of project, especially long form projects.

    To handle a large project, you need loose coupling and high cohesion. A large project essentially needs an orthogonal structure to carry out small sub-projects as well. And Python can indeed be a great language to handle every such demand, efficiently. For example, pydev provides auto-completion and debugging support for python with all the other eclipse goodies like svn support. How do you write a project in Python?

    For writing a project in Python, Choose any tool like Pycharm and follow the steps. Using CMD 3. What should my first python project be? Start from any of the beginner level Python projects that are mentioned above. Once you get a handle on Python with those simple projects like creating—MadLibs Generator, Rock-Paper-Scissors, or Website blocker, you can move to creating other projects. Is Python bad for big projects? Python is used to create large projects but not a large monolithic project because it is dynamically typed.

    In large monolithic projects, it is difficult to keep a track of all the data types. What kind of projects can be done in python? We have discussed a plethora of Python projects above for every level.

    Consider using any project. How to make projects in python? Creating a project on Python is highly dependent on your own interests as an individual.

    Find your interests and see projects overlapping with those interests. Try creating using those libraries and code structure. How to run a python project?

    Python code after coding is converted into bytecode, internally. To convert that code into readable format, we need an interpreter called the Python Virtual Machine: A syntax checker runs on the code.

    And type python filename. You can choose from any Python project that has been mentioned above according to your level of expertise. Additional Resources.

    Artificial Intelligence

    Pylearn2, commits, contributors, www. HTM is a detailed computational theory of the neocortex. At the core of HTM are time-based continuous learning algorithms that store and recall spatial and temporal patterns. NuPIC is suited to a variety of problems, particularly anomaly detection and prediction of streaming data sources. Nilearn, commits, 28 contributors, www.

    It leverages the scikit-learn Python toolbox for multivariate statistics with applications such as predictive modeling, classification, decoding, or connectivity analysis.

    PyBrain, commits, 27 contributors, www.

    Top 20 Python Machine Learning Open Source Projects

    Its goal is to offer flexible, easy-to-use yet still powerful algorithms for Machine Learning Tasks and a variety of predefined environments to test and compare your algorithms.

    Pattern, commits, 20 contributors, www. This module provides standardized Python access to toy problems as well as popular computer vision and natural language processing data sets.

    MILK, commits, 9 contributors, www.

    Top 15 Python AI & Machine Learning Open Source Projects

    Youtube Videos Downloader Project idea — Another interesting project is to make a nice interface through which you can download youtube videos in different formats and video quality. Python Website Blocker Project idea — Build an application that can be used to block certain websites from opening.

    Python Flappy Bird Game Project idea — The flappy bird game developer made millions from a very simple game. It was a simple game but very tough to play, which led to frustrations in people and somehow it became very popular. Many other versions of the game have been made and you can build too! The rules are simple in which a bird has to avoid obstacles while flying. Intermediate Python Projects 1. You need to build a GUI for playing the game.

    Calculator in Python Project idea — Build a graphical user interface calculator using a library like Tkinter in which we build buttons to perform different operations and display results on the screen. You can further add functionalities for scientific calculations. The game gets over when all the tiles are filled.

    Python Projects with Source Code

    Countdown Clock and Timer Project idea — You can build a desktop application of a countdown timer in which the user can set a timer and then when the time is completed, the app will notify the user that the time has ended. Currency Converter in Python Project idea — Develop an exciting python project through which you can convert currencies. This is an intermediate level python project which will boost your confidence. For a user interface, we can use tkinter API 6. We can build an app to generate strong passwords randomly that contain alphabets, characters, and digits.

    The user can also copy the password so that they can directly paste it when creating the website. Memory Puzzle Game Project idea — Memory puzzle is a great game to enhance your concentration power and improve your memory.

    At the starting of the game, the shapes are displayed for a second and then they are covered. One by one user selects the tile to uncover and when two similar shapes are uncovered the score gets increased. This way we have to uncover all the pairs of shapes. Slide Puzzle Game Project idea — In this puzzle game you have to slide the tiles one by one in order to set every tile in the right place.

    There is only one space empty in the grid so while developing we have to make sure that the tile can only move on the empty places. Python Snake Game Project idea — I am sure everyone has played a snake game before.

    Python Projects

    It is very interesting to understand and build your own version of the snake game. Try to modify and enhance the game with your imagination. Random Wikipedia Article Project idea — The project is used to get a random article from Wikipedia and then we ask the user if he wants to read the article or not.

    If the answer is yes then we show the article otherwise we fetch another random article. Reddit Bot Project idea — The Reddit is a great platform and we can program a bot to monitor subreddits. They can be automated to save a lot of our time and we can provide useful information to the Redditors. Python Command-Line Application Project idea — Python is great for building command-line applications.

    You can build a nice CLI interface through which you can send email to other people. It will ask the user for credentials and the data it needs to send and then we can send the data using a command line.

    Instagram Bot in Python Project idea — The Instagram bot project is made to automate some of the basic tasks like automatically liking, commenting or following people.

    The frequency must be low because sending excessive requests to Instagram servers might get you deactivated. Steganography in Python Project idea — Steganography is the art of hiding a message into another form such that no one can suspect the existence of the hidden message. For example, a message is hidden inside an image or a video. The project will be useful to hide messages inside the images. It has a wide range of applications, including reverse engineering, security inspections, image editing and processing, computer animation, autonomous navigation, and robotics.

    Computer vision is about helping machines interpret images and videos. The field of computer vision keeps evolving and becoming more impactful thanks to constant technological innovations. As time goes by, it will offer increasingly powerful tools for researchers, businesses, and eventually consumers.

    Computer Vision today Computer vision has become a relatively standard technology in recent years due to the advancement of AI. Many companies use it for product development, sales operations, marketing campaigns, access control, security, and more.


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