Free Source Code, Capstone Projects & Programming Tutorials

Your trusted resource for downloadable source code, complete capstone projects with ER diagrams and Chapter 1-5 documentation, AI-ready capstones (RAG, ChatGPT, computer vision), and step-by-step tutorials in PHP, Python, Java, JavaScript, and more. Built by working developers, tested before publishing, and updated for 2026.

📅 Updated weekly | ✅ Code tested before publishing | 👨‍💻 Built by PIES IT Solutions developers

Component Diagram for Event Management System

Component Diagram of Event Management System

Component Diagram for Event Management System The component diagram for event management system is used to show how the parts of the card processing system work together to make the …

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Insertion Sort in Java With Example Code

Insertion Sort In Java With Source Code

What is Insertion Sort in Java? The Insertion Sort In Java Program is a simple sorting method that provides for efficient, one-at-a-time sorting of an array. By in-place sorting, we …

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Covid-19 Management System Project in C++ with Source Code

Covid-19 Management System Project in C++ with Source Code

Covid-19 Management System Project in C++ with Source Code This is a fully functional C++ software based on the C++ Covid-19 Management System. There are several Covid-19 characteristics provided. In …

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Vaccine Management System Project in C++ with Source Code

Vaccine Management System Project in C++ with Source Code

Vaccine Management System Project in C++ with Source Code In this tutorial, we’ll learn how to code the Vaccine Management System Project in C++ in a simple and straightforward manner. …

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Crowd Funding Platform Template Source code

Crowd Funding Platform Free Bootstrap Template

About the Project A crowdfunding platform is a web site or app that allows people to donate money to a project or venture. Crowdfunding platforms can be used to fund …

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Electricity Bill Generator System Project in C++ with Source Code

Electricity Bill Generator System Project in C++ with Source Code

Electricity Bill Generator System Project in C++ with Source Code The principle underlying the Electricity Bill Generator project in C++ is the generation of personalized electricity bill arrangements. This system …

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Player Management System Project in C++ with Source Code

Player Management System Project in C++ with Source Code

Player Management System Project in C++ with Source Code This Player management system project in C++ is a free mini-project written in C++. This initiative assists the authority in managing …

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Bar Management System Project in C++ with Source Code

Bar Management System Project in C++ with Source Code

Bar Management System Project in C++ with Source Code This C++ Bar Management System is based on the concept of maintaining orders and bar management. This project consists of two …

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Tourist Reservation System Project in C++ with Source Code

Tourist Reservation System Project in C++ with Source Code

Tourist Reservation System Project in C++ with Source Code The Tourist Reservation System in C++ is built on the idea of keeping track of excursions and tourist reservations. The entire …

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Frequently Asked Questions

Are these deep learning projects free for capstone and thesis use?
Yes. All deep learning projects on this hub are free to download, modify, and submit. No attribution required for academic use. Most are MIT-licensed or include source-code packs with sample datasets and pretrained model weights.
What deep learning frameworks do I need installed?
Most projects use OpenCV (cv2) for video capture and image preprocessing, plus one of: TensorFlow / Keras (Caffe model loading via cv2.dnn, custom CNN training), PyTorch (research-style models, YOLO v5+, transformers), or MediaPipe (Google's optimized face/hand/pose detectors). Install with pip install opencv-python tensorflow keras torch torchvision mediapipe numpy. Python 3.10, 3.11, or 3.12 recommended (avoid 3.13 until all wheels catch up).
Do I need a GPU to run these deep learning projects?
For inference (running a pretrained model on your webcam): no, CPU runs at 15-30 FPS for most computer-vision tasks. For training a custom model on your own dataset: GPU strongly recommended (CPU works but is slow). Free GPU options: Google Colab Free (12-hour sessions, sufficient for most BSIT capstones), Kaggle Notebooks Free (30-hour weekly quota), Paperspace Free tier. No need to buy a $1000+ GPU just for a capstone defense.
Deep learning vs classical machine learning, which should I pick for my capstone?
Pick deep learning when your inputs are unstructured (images, audio, video, text) and you have 10,000+ training samples. Pick classical ML (random forest, SVM, logistic regression) for tabular data, small datasets (under 1,000 rows), or when you need explainable predictions for the panel. Many capstones combine both: deep learning for feature extraction (face embedding via FaceNet) plus classical ML on top (SVM classifier for identity matching).
Why is my OpenCV deep learning model running at 2 FPS?
Three usual causes: (1) Resolution too high, resize frames to 640x480 or 320x240 before inference. (2) Wrong cv2.dnn backend, set net.setPreferableBackend(cv2.dnn.DNN_BACKEND_OPENCV) and net.setPreferableTarget(cv2.dnn.DNN_TARGET_CPU). (3) Heavy model on weak hardware, swap YOLO v5 for MobileNet-SSD or use Haar cascades for simple face/eye detection. Also close other applications and disable laptop battery-save throttling.
Can I extend a single OpenCV demo into a full BSIT capstone?
Yes, and you should. A standalone webcam demo (face detection alone) is too narrow for capstone scope. Wrap it in a real system: face recognition becomes Real-Time Attendance System with PHP/MySQL dashboard, object detection becomes Smart CCTV Alert System with email notifications, drowsiness detection becomes Driver Monitoring System for fleet vehicles. Add user accounts, database logging, simple admin UI, and write Chapters 1-5 manuscript to satisfy panel requirements.
How often is this deep learning projects list updated?
New deep learning projects are added periodically as we receive student requests and new models become OpenCV-compatible. Last refreshed June 2026 with 19 vision-focused projects covering face recognition, object detection, traffic-sign classification, OCR, and more.