Back to Projects
AI / ML

YOLO Object Detection

Real-time security object detection using the latest YOLOv8 architecture, optimized for speed and accuracy in professional monitoring.

Role Computer Vision dev
Category Computer Vision
Year 2026
YOLO Object Detection

Overview

YOLO (You Only Look Once) is at the cutting edge of real-time object detection. This implementation uses YOLOv8 to provide lightning-fast results on security video feeds with enterprise-grade reliability.

Key Features

🏎️

Real-Time Speed

Optimized for over 60 FPS detection on edge devices using TensorRT and quantization.

🛡️

Multi-Folder structure

It creates multi folder structure where the yolo detects an objects and saves the object in its own folder.

The Solution

By leveraging GPU acceleration, the system provides high-fidelity detection performance that can be seamlessly integrated into existing surveillance infrastructure.

Check my GitHub

Experience the project first-hand by exploring the repository on GitHub.