YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

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

The main objective of this project is to identify overspeed vehicles, using Deep Learning and Machine Learning Algorithms. After acquisition of series of images from the video, trucks are detected using Haar Cascade Classifier. The model for the classifier is trained using lots of positive and negative images to make an XML file. This is followe…

A Self-Calibrating End-to-End Pipeline for Real-Time Speed Estimation for Traffic Monitoring

Vehicle counting in a conjusted traffic road where background subtraction gives lower performance.

Vehicle detection and tracking and speed estimation using opencv

deepsort + yolov3 + velocity-tracker

Traffic analysis using YOLOv4 and OpenCV

Tracking, counting and speed estimation using yolo8

Vehicle speed estimation using YOLOv9 for object detection and DeepSORT for tracking

Speed estimation from a dash camera's feed using optical flow and CNN on Keras

University of Bristol MEng Computer Science Dissertation and Code for 'Predicting Ego-Vehicle Speed from Monocular Dash-Cam Video in Diverse Conditions'.

Speed Estimate

A Tiny repo for solving the Vehicle Speed Estimation (car) problem based on Track 1 - AICity Challenge 2018

A script to track objects and estimate their speed in videos

This is an end-to-end traffic violation detection system in real time

Vehicles speed detection and estimated speed tracking using Python with OpenCV and dlib libraries

This repository contains everything to reproduce the gait speed sensor created in the LIARA Lab

This GitHub repository features an efficient project for Automatic License Plate Detection (ALPR) and Speed Estimation. Utilizing YOLOv8, SORT, and EasyOCR, the project achieves accurate results in real-time.