vehicle-detection 开源项目推荐（548 个）

ndrplz /self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects.

ahmetozlu /vehicle_counting_tensorflow

🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

JunshengFu /vehicle-detection

创建了两种方法的车辆检测流水线：（1）深度神经网络（YOLO框架）和（2）支持向量机（OpenCV + HOG）。

andrewssobral /vehicle_detection_haarcascades

Vehicle Detection by Haar Cascades with OpenCV

andrewssobral /simple_vehicle_counting

Vehicle Detection, Tracking and Counting

xslittlegrass /CarND-Vehicle-Detection

Vehicle detection using YOLO in Keras runs at 21FPS

ShreyAmbesh /Traffic-Rule-Violation-Detection-System

Hobby project to track vehicles that are over speeding and violating red light

yukitsuji /3D_CNN_tensorflow

KITTI data processing and 3D CNN for Vehicle Detection

tugot17 /YOLO-Object-Counting-API

The code of the Object Counting API, implemented with the YOLO algorithm and with the SORT algorithm

chenjoya /Vehicle_Detection_Recognition

This is a Matlab lesson design for vehicle detection and recognition. Using cifar-10Net to training a RCNN, and finetune AlexNet to classify. Thanks to Cars Dataset:http://ai.stanford.edu/~jkrause/cars/car_dataset.html

tomazas /opencv-lane-vehicle-track

OpenCV implementation of lane and vehicle tracking

shreyapamecha /Speed-Estimation-of-Vehicles-with-Plate-Detection

该项目的主要目标是使用深度学习和机器学习算法识别可拆卸车辆。从视频中获取一系列图像后，使用Haar Cascade Classifier检测卡车。使用大量正图像和负图像来训练分类器的模型，以创建一个ML文件。随后跟踪车辆并根据其各自的位置ppm（每米像素）和fps（每秒帧）估计其速度。现在，已识别卡车的裁剪图像被发送用于车牌检测。CAA（连接分量分析）有助于车牌检测和字符分割。使用字符图像（20 X20）训练CSV模型，为了提高准确性，还进行了4个交叉折叠验证（机器学习）。该模型有助于识别分割的字符。识别后，计算出的卡车速度与车牌号一起输入Excel表。这些卡车还被分配了一些ID来生成系统化的数据库。

guptavasu1213 /Yolo-Vehicle-Counter

This project aims to count every vehicle (motorcycle, bus, car, cycle, truck, train) detected in the input video using YOLOv3 object-detection algorithm.

antevis /CarND-Project5-Vehicle_Detection_and_Tracking

Vehicle Detection with Convolutional Neural Network

windowsub0406 /Vehicle-Detection-YOLO-ver

real-time Vehicle Detection( tiny YOLO ver) and HOG+SVM method

jasurshukurov /CarRecognition

This is one of the best vehicle recognition applications. It can determine the car's license plate number, color, model, brand and year.

hlesmqh /WS3D

Official version of 'Weakly Supervised 3D object detection from Lidar Point Cloud'(ECCV2020)

ahmetozlu /vehicle_counting

Vehicle detection, tracking and counting by blob detection with OpenCV on c++.

ahmetozlu /vehicle_counting_hog_svm

Vehicle detection, tracking and counting by SVM is trained with HOG features using OpenCV on c++.

subodh-malgonde /vehicle-detection

Detect vehicles in a video