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

What is Enterprise Web Development? Your Comprehensive Guide

what is enterprise web development

WHAT IS ENTERPRISE WEB DEVELOPMENT? – Enterprise web development creates sites or apps for big businesses, including websites, web apps, and software. It’s vital for modern enterprises to have these …

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Longest-substring-without-repeating-characters JavaScript

Longest-substring-without-repeating-characters JavaScript

In JavaScript programming language, understanding how to find the Longest-substring-without-repeating-characters JavaScript is a fundamental skill. Whether you are working on string manipulation, data analysis, or web development, this topic holds …

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How Long Does It Take To Learn Web Development?

how long does it take to learn web development

HOW LONG DOES IT TAKE TO LEARN WEB DEVELOPMENT – Web development involves crafting responsive websites for various devices, with mobile devices constituting a significant portion of web use. This …

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Kahoot Hack JavaScript with Method and Example Codes

Kahoot Hack Javascript

In educational engagement, Kahoot has transformed the way teachers and students interact. But what if there was an action to raise the fun even further? That’s where Kahoot Hack JavaScript …

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How to Multiply Strings JavaScript

Multiply Strings JavaScript

In this article, you are going to learn how to multiply a string in JavaScript with the different methods and best practices. Whether you intend to repeat a certain string …

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JavaScript Remove All Event Listeners | Comprehensive Guide

Javascript remove all event listeners

JavaScript has become an integral part of web development, wherein it enables dynamic and interactive user experiences. Hence, Event listeners play a crucial role in responding to user actions on …

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What is Math.power or Math.pow() Method in JavaScript?

mathpower in javascript

What is Math.power or Math.pow() Method in JavaScript and how to use it? Keep on reading! In this article, you’ll discover the power of JavaScript’s Math.pow() method. You will learn how to …

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What Is A Junior Javascript Developer?

Javascript Junior developer

A Junior Javascript developer plays a pivotal role in creating interactive and user-friendly websites. In this comprehensive guide, we will delve into the diverse responsibilities, essential skills, and the exciting …

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Understanding Math.max() method in JavaScript with Example

math.max in javascript

Are you ready to embark on an exciting journey exploring the Math.max() method in JavaScript?  This article promises to unveil new insights and deepen your understanding of Math.max(). You’ll learn not only …

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Pino JavaScript with Example Codes and Methods

Pino JavaScript

In this article, you are going to learn how to utilize the Pino JavaScript, exploring example codes and methods to used its capabilities effectively. In web development, powerful and dynamic …

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Math random() Method in JavaScript

math random in javascript

Are you ready to find out the solution on how to generate a random number in JavaScript using Math.random()? In this article, we will embark on an exciting exploration of …

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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.