This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed estimation

This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetuned YOLO for ball tracking, and ResNet50 for extracting court keypoints. Additionally, it calculates player and ball speeds and generates a mini court reflecting player positions.

This project leverages YOLO (You Only Look Once) to detect various traffic violations in real-time, aimed at improving road safety and compliance.

Detect speed of vehicles on multi-lane highways.

License Plate Recognition and Speed detection using a camera.

Speed Estimate

A script to track objects and estimate their speed in videos

Monitor the speed of people driving in front of my house with a raspberry pi camera, zero2 w, and the speed-camera repo I cloned from Pageauc. 🚗 🚓

A computer vision toolkit for traffic analysis with vehicle detection, speed estimation, segmentation, and number plate recognition.

Real-time object detection and tracking using YOLO11 with SRT (Secure Reliable Transport) video streams. Tracks vehicles, people, and bicycles with direction detection, speed calculation, and automatic screenshot capture. Includes comprehensive time-series metrics storage with InfluxDB and Grafana visualization.

An AI-powered traffic enforcement system that turns standard CCTV cameras into calibrated speed detectors using Gemini 3 Flash for spatial reasoning and YOLOv8 for real-time tracking.

Real-Time Vehicle Speed Detection and Counting System

Mobile object speed detection app that utilizes Machine Learning and Computer Vision.

Detects car speed from mounted dash cam

Helmet-Numberplate-Speed Detection is an advanced system designed to detect helmets, recognize vehicle number plates, and measure speed, ensuring traffic safety and law enforcement compliance.

Vehicle speed detection - license plate recognition - upload data to database - send message to vehicle owner

CornerSentinal - Advanced Early Warning System (Capstone Project)

Arduino-based autonomous robot capable of detecting object speed using infrared sensors and initiating pursuit behaviour when a speed threshold is exceeded.