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

Wordswipe Game in Vue JS with Free Source Code

Wordswipe game in VueJS

Vue JS Wordswipe Game is a fun way to enrich your vocabulary. In this game, you search for words in a word box. You select the words vertically, horizontally, or …

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Solitaire Card Game in VueJS: Free Source Code

Solitaire Card game in vuejs

This article will show you how to install a VueJS Solitaire Card Game. This web application uses VueJS, a JavaScript framework used for front-end development. What sets this project apart …

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2048 Game in Vue JS Project: Free Source code

2048 game in vuejs project

This article will show you how to install a Vue JS 2048 Game. This web application uses VueJS, a JavaScript framework used for front-end development. What sets this project apart …

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Online Shopping Cart System in Vue JS and Firebase Database

This article will show you how to install an Shopping Cart System in VueJS and Google Firebase Database. This web application uses VueJS, a JavaScript framework used for front-end development. For …

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Employee Management System Project in Vue JS

Employee Management System in Vue

This article will show you how to install an Employee Management System in VueJS. This web application uses VueJS, a JavaScript framework used for front-end development. For the database, this …

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CRUD Vue JS Project with Source Code

This article will show you how to install a simple Vue JS CRUD (Create, Update, Delete) web application. This web application uses VueJS, a JavaScript framework used for front end …

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Top 30 Arduino Projects for Beginners (Updated 2026)

Latest Arduino projects for beginners

These Arduino projects with code for beginners can be a good source of ideas about the basic of Arduino projects. It is helpful for those engineering or computer science students …

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Best Arduino Beginner Project with Source Code

Best Arduino Projects for Beginners with Source Code 2021

Are you looking for Arduino ideas for beginners? Or are you an Arduino hobbyist that is looking for some inspiration for your next project? Well, you have come to the …

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Controlling a Servo with Joystick in Arduino

Controlling a Servo with Joystick in Arduino - Code and Wiring Diagram

In this article, I will show you how to control a servo with joystick in Arduino. Controlling a servo with a joystick is simple and straightforward. For this project, the …

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Arduino Temperature Alarm: Code and Wiring Diagram

Arduino Temperature Alarm - Code and Wiring Diagram

In this article, you will learn how to use an Temperature Alarm in Arduino. This project will let you identify the room temperature. After that, it will sound an alarm …

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Controlling Servo Motor Using IR Remote in Arduino

In this article, you will learn controlling Servo Motor Using IR Remote in Arduino. The project will let you control a mini servo using an infrared remote control . By …

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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.