100+ Machine Learning Projects with Source Code [2025]

Welcome to your ultimate resource for hands-on learning in Artificial Intelligence! This page features a comprehensive collection of over 100 Machine Learning projects, complete with source code, curated for 2025. Whether you are a student building a powerful resume or a professional aiming to master new skills, our projects provide the practical, real-world experience you need to excel in Machine Learning and Data Science.

Why Choose Our Machine Learning Projects?

At Projectworlds, we are committed to supporting your learning journey. We understand that practical application is key to mastering complex concepts. That's why we offer two distinct pathways for our users:

Free Projects with Guidance: A significant portion of our projects are available completely free of charge. We believe in empowering the community, so we provide full source code and guidance to help you build a strong foundational skill set without any barriers.

Premium Projects with Expert Live Support: For those who want to accelerate their learning, we offer premium projects. While you might find similar source code for free elsewhere, our paid offerings include an invaluable service: dedicated remote desktop support and live, one-on-one guidance. This premium support ensures you never get stuck and can deeply understand the concepts behind the code. This is our commitment to providing a truly educational experience.

Whether you start with a free project or invest in a premium one, our goal is to help you succeed. Explore our extensive list below and start building your future in Machine Learning today

Image to Cartoon Python OpenCV Machine Learning

Image to Cartoon Python OpenCV Machine Learning Free Source Code . This Project web app project you can directly select image then you can convert any image to cartoon . its very interesting project . This is simple and basic level small project for learning purpose. Also you can modified this system as per your requriments and develop a perfect advance level project.

Image to Cartoon Python OpenCV Machine Learning Free Source Code

Required modules in this Projects

  1. CV2: Imported to use OpenCV for image processing
  2. easygui: Imported to open a file box. It allows us to select any file from our system.
  3. Numpy: Images are stored and processed as numbers. These are taken as arrays. We use NumPy to deal with arrays.
  4. Imageio: Used to read the file which is chosen by file box using a path.
  5. Matplotlib: This library is used for visualization and plotting. Thus, it is imported to form the plot of images.
  6. OS: For OS interaction. Here, to read the path and save images to that path.
  7. Flask: Flask is a micro web framework written in Python.

Steps to develop Image to cartoon 

  1. Importing the required modules
  2. Building a File Box to choose a particular file
  3. How is an image stored?
  4. Transforming an image to grayscale
  5. Smoothening a grayscale image
  6. Retrieving the edges of an image
  7. Preparing a Mask Image
  8. Giving a Cartoon Effect
  9. Plotting all the transitions together
  10. Functionally of save or download  button

Application tested on:

  1. python 3.7
  2. tensorflow 2.1.0
  3. tf_slim 1.1.0
  4. ffmpeg 3.4.8
  5. Cuda version 10.1
  6. OS: Windows 10

Algorithmia For Video Convert 

We used the Serveless AI Layer product of Algorithmia for inference on videos. To learn more on how to deploy your model in Algorithmia, check here - https://algorithmia.com/developers

 

Installation Step : -

  1. python 3.7.0
  2. command 1 - python -m pip install --user -r requirements.txt
  3. command 2 - python app.py

Download Source Code