Tag Archives: best machine learning projects with source code

100+ Machine Learning Projects with Source Code [2025]

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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

Chat with PDF Notes system using Python Flask with Source Code
Build Your Own Text-to-Image Generator Using Python and AI
AI Resume Analyzer Using RoBERTa – Match Your Resume to Job Descriptions with Skill Gap Analysis
Customer Segmentation for E-commerce using KMeans (Python Flask)
Ai Face Shape Detection Project Python with Source Code
Rice Leaf Disease Prediction System using Deep Learning Flask Web App
Flight Delay Prediction using Machine Learning Project
Phishing Web Sites Detection Using Machine Learning Project
Ai Black and white image colorization with OpenCV Project Free Download
Lung Cancer Detection Using CNN Project with Source Code
Brain Tumour Detection Project Using Deep Learning From MRI Image
Sleep Disorder Prediction Using Machine Learning Project
Oral Cancer Detection Using Image Processing with Source code
Big Mart Sales Prediction using Machine Learning Web App
Drug Recommendation System based on Sentiment Analysis of Drug Reviews
Air Quality Index Prediction Using PM 2.5 value Machine Learning
Predict the Earlier Stages of Alzheimer’s disease Machine Learning
Fraud detection on bank payments machine learning project
SMS Spam Detection Machine Learning Project with Source Code
Road Accident Severity Prediction Using Machine Learning Project
Liver Cirrhosis Stage Prediction Machine Learning Python Web App
Alternative Medicine Recommendation System Machine Learning Project
Image-Based Bird Species Identification Using Machine Learning
Fruits Freshness Classification using Deep Learning Python Project
Computer Parts Classification using CNN Web App Project
Ai generated Fake Face and Real Face detection using Deepfake web app project
Campus Recruitment Prediction with Source Code Python
Ai Mental Health Chatbot project python with source code
AI Healthcare chatbot project python with source code
Weapon Detection System Using CNN FLask Web app
Predicting Student Performance Using Machine Learning
Employee Attrition Prediction using machine learning
Chronic kidney disease prediction machine learning web app
Brain Stroke Prediction Machine Learning Source Code
Vehicle number plate detection Deep Learning Project Source code
Age and Gender Detection Using Deep Learning Python Flask
Cat Vs Dog Image Classification CNN Project Source Code
Handwritten digit recognition Python Flask
Crop Recommendation using Random Forest flask web app
Rainfall Prediction using LogisticRegression Flask Web App
Plant Disease Prediction using CNN Flask Web App
Fire Detection Using Surveillence Camera web app Project with Source Code
Iris Flower Classification with Decision Trees Web App
Detecting Fraudulent Transactions using Random Forest Project Proposal
Automated Answer Grading System machine learning project
Tomato Leaf Disease Prediction CNN Python Flask Project
Music Recommendation Based on Facial Expression Sporify api Python
Object detection Python Machine Learning Web App
Food recommends based on your mood python django
Forest wildfire detection from satellite images using Deep Learning
Road Lane Detection Computer Vision Python Flask Web app
Android Human Activity Recognition Tensorflow Project with Source Code
Sentiment Analysis ML Flask Python Web App Project with Source Code
NLP Spelling Correction Python Machine Learning
Artificial Intelligence Project Handwritten Digits Recognition
Artificial Intelligence Project Chess Game Python Flask with Source Code
Image to Cartoon Python OpenCV Machine Learning
Book Recommendation System Project Machine Learning
Insurance Claim Prediction Machine Learning Project with Source Code
Medical Insurance Cost Prediction Project in Python Flask
Breast Cancer Prediction Machine Learning Project Source Code
IMDB Sentiment Analysis based on comment Machine Learning
Salary Prediction using Machine Learning Web App
Pneumonia Prediction Using chest x-ray Image Machine Learning
Credit Card Fraud Detection Machine Learning Project
Hypo Thyroid Disease prediction Machine Learning Project
Live Face Mask Detection Project in Machine Learning
Loan Eligibility Prediction Python Machine Learning Project
Loan Defaulter Prediction Machine Learning Projects
Used Car Price Prediction Using Machine Learning
Skin cancer Detection using Machine learning
Heart Disease Prediction using Machine Learning Project
Diabetes Prediction using Machine Learning Project Code
Black Friday Sales Prediction project with source code
Fake Product Review Detection using Machine Learning
Fake News Detection using Machine Learning Natural Language Processing
Driver Distraction Prediction Using Deep Learning, Machine Learning
Multiple Disease Prediction using Machine Learning
Crime Data Analysis Project in Machine Learning
Movie Recommendation System Project Using Collaborative Filtering, Python Django, Machine Learning

Image to Cartoon Python OpenCV Machine Learning

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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