byq-luo

bayesian-traffic

Bayesian approach to jointly tackle map-matching and traffic congestion inference from sparse vehicle trajectories.

Car-speed-detection-OpenCV-Python

In this tutorial, you will learn how to detect the speed of a car using Python OpenCV library and some basic mathematical calculations. In the area of traffic management, checking the speed of a vehicle passing through a road becomes very crucial when there is the rule of speed limitations. This Python program exactly checks the speed of the car passing through a specified lane and prints it on the console window.

count-the-vehicle

DBN_predict_performance

graduation design DBN + SVM

Dynamic-traffic-assignment-node-based-with-CTM

This repository contains code related to a research paper I've been working on titled "Dynamic traffic assignment with a node-based cell transmission model satisfying the link-level first-in-first-out principle".

Lane_change_RL

make lane change decisions in highway environment based on DRL

PSO-DBN

By using 3-layer DBN to extract features embed in original image data, then fed the features into a extreme learning machine(ELM) for classification. Due to the difficulty in hiiden-nodes selection， then PSO was applied to select it automatically ,and PSO aimed to minimize the fitness function that is the accuracy of DBN-ELM crossvalidation classifcition

Traffic-Rules-Violation-Detection

The System consists of two main components. 1. Vehicle detection model and A graphical user interface (GUI)

UAV-traffic-patrol

“天鸾”智能交通无人机

YoloV5-Deepsort-JetsonNano

byq-luo/YoloV5-Deepsort-JetsonNano

byq-luo/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

byq-luo/Vehicle-Tracking-Using-OpenCV-and-VOLOv5

In Development - A vehicle tracker written in Python using OpenCV and YOLOv5 -- (VTUOV)

byq-luo/video_pipe_c

byq-luo/a-star-project

Finding the shortest path through a street map using A* algo + statistics using pie chart about the street segments crossed.

byq-luo/byq-luo.github.io

byq-luo/carPlate

车牌识别

byq-luo/DSTGCN

Dynamic Attention And Trajectory Cognition Based Graph Convolution Network For Traffic Flow Forecasting

byq-luo/GWOSVR

Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)

byq-luo/Jetson_Nano_Camera_Vehicle_Tracker

This repository contains a YoloV4/Darknet based image classifier coded to run onboard the Nvidia Jetson Nano platform at approximately 10 FPS. The code includes a frame by frame tracker that keeps IDs of vehicles mostly constant. It display the output to the web browser via flask for debugging/demo.

byq-luo/NestedUnet

Road crack detection project based on NestedUnet model

byq-luo/Traffic-analysis-1

A traffic analysis system is built on the basis of the YOLO network.

byq-luo/traffic-monitoring-yolov8

Vehicle tracking, counting and speed estimation using Vision AI

byq-luo/Traffic_Analysis_from_UAV

Traffic Analysis from UAV data Framework

byq-luo/trafficSimulator

byq-luo/vehicle-count-with-backgorund

byq-luo/vehicle-counter-2

Vehicle Counting model that automatically detects the Region of Interest and Driving Trajectory. Under review LXAI Workshop at ICML 2021.

byq-luo/Vehicle-occupant-Detection-system

차량 탑승 인원 감지 시스템

byq-luo/vehicle-speed-counting

This project is demonstrating simple vehicle speed measurement estimation on toll road or highway

byq-luo/Vehicle-Speed-Estimation-1

Here, I am trying to estimate the car speed using two reference line. Alongside, a counter variable has been also used to count the number of cars.

byq-luo/Vehicle-tracking

Vehicle tracking yolov5 + deepsort

byq-luo/VisDrone_YOLOv5

Building Custom Object Detection model on VisDrone2021 dataset

byq-luo/web_final

byq-luo/Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

byq-luo/yolo-mask-distance

byq-luo/yolo-tensorrt

TensorRT8.Support Yolov5s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.

byq-luo/yolov5-fire-smoke-detect

This is a c++ implement of yolov5 and fire/smoke detect.

byq-luo/Yolov5-TensorRT-JetsonNano-Python

TensorRT accelerated Yolov5s, used for helmet detection, can run on jetson Nano, FPS=10. Python and C++.

byq-luo/Yolov5_DeepSort_Traffic-counter

基于Yolov5_DeepSort的物体计数器，可以统计车流或人流量等

byq-luo/YOLOV8-DeepSORT-Tracking-Vehicle-Counting

Vehicle Counting Using Yolov8 and DeepSORT