PHP File To Array With Program Examples
In this article, we will learn how to convert PHP File to Array with an advanced program example which can quickly solve this issue. This article is a continuation of …
Student Information Management System in PHP
Student Information Management System Project in PHP and MySQL Database, It Also includes a downloadable source code for free, just find the downloadable source code below and click to start …
Baptism Information Management System In PHP
This is a complete Baptism Information Management System project in PHP. This system was created using PHP/MySQL and Twitter bootstrap framework and TCPDF for reports. It has a feature for …
Online Hotel Management System Project In PHP
Hotel Management System in PHP is designed for Justine’s Guest House. This is a complete source code for Online Hotel management System is created using PHP/MySQL. a PHP-based automated project …
Electronic Judging System Using PHP and MySQL Database
This Electronic Judging System Using PHP caters an electronic judging for the BCC high school department, this system is created using HTML, PHP, and MySQL. Here are some of the …
Online Discussion Forum Project in PHP with Source Code
Online Discussion Forum in PHP with Source Code. The name of this basic project is Online Discussion Forum Site. This is a PHP and MySQL database-powered web application project. The …
How to Upload file using PHP with Advanced Example
In this article, I will demonstrate how to upload file in database using PHP from a client web browser to a web server using FTP (File Transfer Protocol). In order …
PHP Ucwords (With Advanced Examples)
In this tutorial, we will be tackling the PHP ucwords function with advanced examples. This will give you additional in-depth knowledge about the PHP built-in functions. PHP is known for …
PHP Add Days To Datetime With Example
In this PHP add days to datetime tutorial, I’ll demonstrate how to use PHP’s Date Interval class to add days to a date. The introduction to Date Interval will be …
Online Student Enrollment System Project in PHP
About the Project Online Student Enrollment System or online student registration system project in php is created using PHP/MySQL and this application can help reduce the manpower needed to facilitate …
How to Connect MySQL to Database in C#
In this tutorial, I will teach you how to connect MySQL database in c# windows application using Microsoft Visual Studio 2008. With this, you can establish a connection between MySQL …
Learning Management System Project In PHP With Source Code
Good day everyone, I just want to share my developed system which is entitled as Learning Management System Project In PHP. This is a portal e-learning Management system Project in …
Login Code In C# with SQL Server Free Source Code
This article named Login Code In C# with SQL Server explains how to connect to SQL Server and create a login form in C# using Visual Studio and SQL Server …
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.