Holistic Detection OpenCV Python With Source Code
Holistic Detection OpenCV Python With Source Code The Holistic Detection OpenCV Python was developed using Python OpenCV, this Python OpenCV Project With Source Code we are going to do HOLISTIC …
AI Projects with Source Code — 50+ Free Capstones (2026)
How to choose an AI project for your capstone
AI is the strongest capstone category in 2026 because panels assume AI projects are innovative almost by default. But that assumption cuts both ways. If your AI is just a buzzword in the title, the panel will see through it in five minutes. Pick a project where the AI is actually doing the work, not decorating it.
Start by picking a category that matches your current skill level. If you have written one or two Python scripts before, a Spam Classifier or House Price Predictor is the cleanest entry point. If you are comfortable with Python and want a stronger resume, a Face Recognition Attendance System or Sentiment Analysis Dashboard is the sweet spot. If you have time and ambition, a RAG-Based Document Assistant or Sign Language Recognition system is what hiring managers in 2026 are actively searching for.
Every project listed below comes with downloadable source code, an ER diagram, a DFD, and a documentation outline ready for your capstone defense. We test each project on a fresh machine before publishing.
Featured AI project categories
- Generative AI and LLM — RAG document Q and A, AI resume screening, multilingual voice chatbots, quiz generators from PDF notes, smart email reply assistants.
- Computer Vision — Face recognition attendance, driver drowsiness detection, license plate recognition, sign language recognition, YOLO object detection, age and gender detection.
- NLP and Sentiment Analysis — Product review sentiment dashboards, spam email classifiers, news article summarizers, fake news detectors, mental health support chatbots.
- Machine Learning Prediction — Customer churn prediction, house price predictor, credit card fraud detection, loan eligibility, student performance forecasting, air quality index.
- Healthcare AI — Pneumonia X-ray detection, disease symptom checker, diabetes risk predictor, skin lesion classifier, heart disease dashboard, IoT vitals monitoring.
- Recommendation Systems — Movie recommender, book recommendation app, e-commerce product recommender, music playlist generator, career path recommender for students.
About this AI projects collection
This collection is built and maintained by working developers at PIES Information Technology Solutions in Binalbagan, Negros Occidental, Philippines. We focus on BSIT capstone projects because that is where free tutorial sites consistently fail students. They give you a Jupyter notebook and stop. Our projects always include the ER diagram, DFD, use case diagram, and chapter-by-chapter documentation that your panel actually grades you on.
Every project is tested before publishing. If a project does not run on a clean install, we fix it before listing it here. If you find a project that does not work, message us through the Contact page and we will patch it within 48 hours.
Related project categories
- Python Projects with Source Code — every AI project on this page is built on Python foundations.
- PHP Projects with Source Code — pair an AI microservice with a PHP front-end for a hybrid capstone.
- Java Projects with Source Code — for programs that require Java.
- Final Year Projects (FYP) — the full library of capstone ideas, including 150 latest 2026 picks.
- UML Diagrams — DFD, ER, Class, Use Case, Activity, Sequence templates for your defense.
- Database Design Projects — sample schemas for your AI project’s data layer.
Volume Control With Hand Detection OpenCV Python With Source Code
Volume Control With Hand Detection OpenCV Python With Source Code The Volume Control With Hand Detection OpenCV Python was developed using Python OpenCV, In this Python OpenCV Project With Source …
Brightness Control with Hand Detection OpenCV Python Source Code
Brightness Control With Hand Detection OpenCV Python With Source Code This Brightness Control With Hand Detection OpenCV Python With Source Code was developed using Python OpenCV. In this Python OpenCV …
Extract Faces From Image OpenCV Python With Source Code
Extract Faces From Image OpenCV Python With Source Code This Extract Faces From Image OpenCV Python was developed using Python OpenCV with Source Code. Images make up a large amount …
Eye Blink Counting Detection OpenCV Python With Source Code
Eye Blink Counting Detection OpenCV Python With Source Code This Eye Blink Counting Detection OpenCV Python was developed using Python OpenCV with Source Code. We are going to build upon …
Human Pose Estimation OpenCV Python With Source Code
Human Pose Estimation OpenCV Python With Source Code This Human Pose Estimation OpenCV Python was developed using Python OpenCV with Source Code, a Deep Learning Python Project using OpenCV. In …
Hand Landmark Detection OpenCV Python With Source Code
Hand Landmark Detection OpenCV Python With Source Code The Hand Landmark Detection OpenCV Python was developed using Python OpenCV, In this Python Project With Source Code we are going to …
Document Scanner OpenCV Python With Source Code
Document Scanner OpenCV Python With Source Code The Document Scanner OpenCV Python was developed using Python OpenCV, the scanner takes a poorly scanned image, finds the corners of the document, …
Screen Recorder OpenCV Python With Source Code
Screen Recorder OpenCV Python With Source Code The Screen Recorder OpenCV Python was developed using Python OpenCV, Python is a widely used general-purpose language. It allows performing a variety of …
Pixel Picker OpenCV Python With Source Code
Pixel Picker OpenCV Python With Source Code The Pixel Picker OpenCV Python was developed using Python OpenCV, This post will be helpful in learning OpenCV using Python Programming. The goal …
Warp Perspective OpenCV Python With Source Code
Warp Perspective OpenCV Python With Source Code This Python Project With Source Code will show you how to apply warping transformations to obtain a “birds-eye-view” of given cards image. From …
Angle Finder OpenCV Python With Source Code
Angle Finder OpenCV Python With Source Code The Angle Finder OpenCV Python was developed using Python OpenCV with Source Code we will learn How To Create The Project Using OpenCV …
Canny Edge Detection OpenCV Python With Source Code
Canny Edge Detection OpenCV Python With Source Code The Canny Edge Detection OpenCV Python Code was developed using Python OpenCV, This Canny Edge Detector is a multi-step algorithm used to …
Frequently Asked Questions
Which AI project is best for a final-year BSIT resume in 2026?
In 2026, employers strongly favor projects that involve RAG (Retrieval-Augmented Generation) or real-time computer vision such as object tracking. They prove you can work with modern LLMs and traditional AI frameworks. Solid picks are a RAG Document Q and A Assistant, an AI Resume Screening System, or a License Plate Recognition app. Pair the chosen project with a clear problem statement, a polished demo video, and a one-page architecture diagram on your resume.
Can I build these AI projects without a powerful laptop or GPU?
Yes. Train and deploy every project on this page using Google Colab or Kaggle Kernels, both of which provide free GPU access. HuggingFace Spaces also offers free hosting for AI demos. You only need a working laptop and a stable internet connection. For computer vision projects, a 720p webcam is enough for the demo. For LLM-based projects, the API keys from OpenAI, Google AI Studio, or Anthropic have generous free tiers for student use.
Do these AI projects include full source code and capstone documentation?
Yes. Each linked project below comes with downloadable source code, an ER diagram, a DFD, a use case diagram, and a chapter-by-chapter documentation outline ready for your capstone defense. Unlinked items are concepts you can build using our Python and PHP tutorials. We publish new AI projects every week, so check back if your specific topic is not yet covered. All source code is tested before publishing by working developers in the Philippines.
What is the easiest AI project for a beginner with no prior machine learning experience?
Start with a Spam Email Classifier or a House Price Predictor. Both use small public datasets, require only basic Python, and let you focus on the core data-clean, train, test, deploy loop without getting lost in deep learning math. Once you have one working end-to-end, scale up to a Sentiment Analysis Dashboard or a Face Recognition Attendance System. Building two simple projects beats half-building one ambitious one.
How do I make my AI project unique so the panel does not reject it as too common?
Use the Domain Fusion trick: combine a standard AI project with a specific industry, location, or audience. Instead of a generic Sentiment Analyzer, build Sentiment Analysis for Filipino Bus Service Reviews. Instead of a generic Disease Predictor, build AI Injury Risk Predictor for Local Basketball Leagues. A narrow, local angle beats a generic global one every time in capstone defense. Panels reward students who solve a real, named problem for a real, named user group.