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…

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

Tracking, counting and speed estimation using yolo8

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'.

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

Speed Estimate

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.

A script to track objects and estimate their speed in videos

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

Synthetic underwater video generation and optical flow-based speed estimation pipeline for marine robotics and computer vision applications.

Detects car speed using YOLOv8 and OpenCV, classifies vehicles as Passed or Failed, and saves annotated results.

This project utilizes YOLOv8 for object detection and tracking to estimate the speed of vehicles in real-time. The system identifies and tracks vehicles across frames and calculates their speed based on the displacement over time.

Vehicle feature tracking and speed estimation using optical flow algorithm with YOLO object detection from video footage

Estimate vehicle speed on a field with known distance