Machine Learning

Traffic Surveillance System

Overview: This project details the development of an AI-powered traffic surveillance system aimed at reducing speeding-related…
Strawberry Detection & Classification

Overview: This project focuses on applying object detection to automate fruit-picking, specifically detecting and classifying strawberries…
License Plate Detection & Recognition

Overview: This project focuses on detecting vehicle license plates and recognizing them using Optical Character Recognition…
Detect Car Direction

Overview: This project focuses on detecting and counting cars moving in different directions (north, south, east,…
Car detection & tracking with Speed

Overview: This project focuses on tracking vehicles and calculating their speed using the YOLOv8 model. With…
Car detection & tracking with counting

Overview: This project focuses on detecting, tracking, and counting vehicles as they enter and exit a…
Car detection & tracking (DeepSort)

Overview: This project aims to track and count cars using the Deep Sort algorithm integrated with…
Object Blurring

Overview: This project demonstrates object blurring in computer vision, using the YOLOv8l model to detect and…
FaceDetection & GenderClassification

Overview: This project focuses on detecting faces and classifying gender using the YOLOv8l model. With a…
TrafficLights Detection & Recognition

Overview: This project involves detecting and recognizing traffic light colors using computer vision techniques. It leverages…
Car segmentation & tracking (DeepSort)

Overview: This project focuses on car segmentation and tracking using the YOLOv8l model and the Deep…
Helmet Segmentation

Overview: This project focuses on helmet detection and segmentation using computer vision. It uses the YOLOv8l…
Crack Segmentation

Overview: The Crack Segmentation project is aimed at detecting road potholes using computer vision to improve…
Object segmentation

Overview: The Object Segmentation project aims to detect cars using YOLOv8m, a powerful object detection model.…
Protective equipment detection

Overview: This project focuses on detecting protective equipment such as helmets and jackets using the YOLOv8m…