A comprehensive object detection system implementing YOLO (You Only Look Once) algorithm combined with DeepSORT tracking for real-time multi-object tracking and detection in video streams. Features include pedestrian detection, vehicle tracking, and customizable object classes with high accuracy and performance.
Projects
I enjoy making things. Here are a selection of projects that I have worked on over the years.
Python
YOLOv8
DeepSORT
OpenCV
PyTorch
Computer Vision
Object Tracking
PyTorch
Python
Semi-supervised Learning
Implemented semi-supervised learning with the MixMatch algorithm on a custom 500 image dataset.
Django
Python
PostgreSQL
HTML
CSS
Web-based system with Django, featuring book search, issue tracking, user authentication, and admin dashboard controls.
HTML
CSS
JavaScript
Frontend Development
This is a frontend website for Military Management operations.