B.Tech Final Year Main Project Repository

Real-Time Vehicle Speed Detection and Counting System

Detects car speed from mounted dash cam

A script to track objects and estimate their speed in videos

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

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. 🚗 🚓

Speed Estimate

License Plate Recognition and Speed detection using a camera.

Detect speed of vehicles on multi-lane highways.

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