Video based vehicle detection, tracking, velocity estimation and registration number detection
Final Project for MAE6760:Model Based Estimation
#Author# Jiahao XU
#Introduction# This repository contains vedio based detecting and tracking for vehicles using Pytorch YOLOv5 and DeepSort Algorithms. It also achieves vehicle velocity estimation using pre-calibrated data and the registration number detection.
#Requirements & Environments# Python 3.9 CUDA 10.2 cuDNN torch = 1.10.0 torchversion = 0.11.1 pillow = 8.4.0 opencv-python = 4.5.4.60