Bouncing Ball in C with Source Code
This bouncing ball program in C teaches you how to create a simple bouncing ball game using computer programs. In the console interface, the ball keeps moving. It reverses course …
Sudoku Game Code in C with Source Code
You will learn how to create your own puzzles and how to solve existing ones by using computer programs with this sudoku game in C language source code. The puzzle …
Calculator in C with Source Code
You will learn how to make a simple calculator program in C in this article. This simple calculator is one that can perform addition, subtraction, multiplication, and division, modulus, power …
Alarm Clock Program in C with Source Code
The Alarm Clock project that was written in C was developed as a simple console application. There will be a clock that appears, and it will display the current time …
Billing System In PHP With Source Code
A Billing System In PHP has procedures and processes that help make bills and invoices for customers. Billing systems today come with software that lets bills and invoices be sent …
Quiz Game in C with Source Code
This quiz game mini project in C is a consoled based application created using c programming language. This system is a simple mini project and compiled in Code::Blocks IDE using …
Guessing Game in C with Source Code
The Guessing Game in C Programming is a console-based application that was developed with the help of the c programming language. This program is a straightforward little side project that …
Student Database Management System Project in C
This Student Database Management System in C Language is a consoled based application created using c programming language. This system is a simple mini project and compiled in Code::Blocks IDE …
Student Management System in PHP with Source Code
A Student Management System In PHP is also called a Student Information System (SIS). These systems work to coordinate schedules and communication between faculty about students. This system exists to …
Clothing Store Management System Project in C with Source Code
This Clothing Store Management System in C is a consoled based application created using c programming language. This system is a simple mini project and compiled in Code::Blocks IDE using …
Loan Management System Project In PHP With Source Code
A Loan Management System Project In PHP is a digital platform that helps automate every step of the loan process, from application to closing. The traditional way to manage loans …
Employee Record Management System in C with Source Code
This Employee Record Management System Project in C is a consoled based application created using c programming language. This system is a simple mini project and compiled in Code::Blocks IDE …
Gym Management System Project in C with Source Code
The Gym Management System in C is developed using C programming language. This gym system code in c tracks the memberships, coach and staff for a fitness gym. A gym system …
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.