QR Code Generator in PHP with Source Code
A QR Code Generator In PHP can make different kinds of QR Codes. Depending on what you want to do, you can use our QR Code generator to open a …
Barcode Generator In PHP With Free Source Code
A Barcode Generator In PHP is a free and easy way to make barcodes for the items in your inventory. About The Project The Barcode Generator was developed using PHP, HTML, CSS, and JavaScript, In …
File Management System Project In PHP With Source Code
A File Management System Project In PHP helps you to store, exchange, and maintain all of your company’s file records. This project’s functionality can be applied to colleges, offices, or …
Online House Rental System Project In PHP With Source Code
The Online House Rental System Project in PHP was developed using PHP, HTML, CSS, JavaScript, and Bootstrap, this House Rental In PHP purpose is to manage the payment of the …
Laundry Management System Project In PHP With Source Code
The Laundry Management System Project In PHP gives the laundry and dry cleaning business an automated way to handle day-to-day tasks like orders, processes, billing, and delivery management. About The …
Car Parking Management System Project in PHP Source Code
A Car Parking Management System Project In PHP makes the best use of parking spots and makes things run smoothly. It gives real-time information about car parking, such as the …
Session Timer PHP With Detailed Explanation
In PHP, session timer are responsible for the user activity on the web which checks if the user is still active or not. In addition, once the user is not …
Number System Conversion in C with Source Code
The Number System Conversion project in C is a consoled based application and created using c programming language. This system is a simple mini project and compiled in Code::Blocks IDE using GCC compiler. …
Document Management System Open Source PHP
A Document Management System Open Source PHP is a way to get documents, keep track of them, handle them, store them, and use less paper. Most can keep track of …
Farm Management System In PHP With Source Code
Farm Management System In PHP is a program used to keep track of what is going on on a farm. Farm Management Software makes a farm’s supply chain operations easier, …
Task Management System in PHP with Source Code
A Task Management System in PHP is used by an individual, a team, or an organization to organize and prioritize tasks that are related to a project so that they …
Human Resource Management System In PHP With Source Code
A Human Resource Management System In PHP is a set of software applications used to manage human resources and related processes throughout an employee’s lifecycle. Additionally, an HRMS or Human …
PHP Convert to String with Example
How to Convert String to Int in PHP? PHP convert to string is a method of the language to convert element values into another data type or to be specific, …
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.