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110 search results found

Self Driving Car ⭐ 2,479

Udacity Self-Driving Car Engineer Nanodegree projects.

Vehicle Detection ⭐ 1,068

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

Vehicle_counting_tensorflow ⭐ 643

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

Vehicle Detection ⭐ 509

Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

3d Vehicle Tracking ⭐ 488

Official implementation of Joint Monocular 3D Vehicle Detection and Tracking (ICCV 2019)

Vehicle_detection_haarcascades ⭐ 420

Vehicle Detection by Haar Cascades with OpenCV

Simple_vehicle_counting ⭐ 419

Vehicle Detection, Tracking and Counting

Carnd Vehicle Detection ⭐ 351

Vehicle detection using YOLO in Keras runs at 21FPS

Vehicle Car Detection And Multilabel Classification ⭐ 323

使用YOLO_v3_tiny和B-CNN实现街头车辆的检测和车辆属性的多标签识别 Using yolo_v3_tiny to do vehicle or car detection and attribute's multilabel classification or recognize

Vehicle Detection And Tracking ⭐ 296

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering

3d_cnn_tensorflow ⭐ 244

KITTI data processing and 3D CNN for Vehicle Detection

Carnd Vehicle Detection ⭐ 239

Vehicle Detection Project

Vehicle_detection_recognition ⭐ 189

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_d

Opencv Lane Vehicle Track ⭐ 149

OpenCV implementation of lane and vehicle tracking

Traffic Rule Violation Detection System ⭐ 145

Vehicle Detection ⭐ 118

Compare FasterRCNN,Yolo,SSD model with the same dataset

Carnd Project5 Vehicle_detection_and_tracking ⭐ 111

Vehicle Detection with Convolutional Neural Network

Vehicle Detection Yolo Ver ⭐ 100

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

Rcnn Vehicle Tracking Lane Detection ⭐ 91

Vehicle Detection using Mask R-CNN and Computer Vision based Lane Detection

Vehicle_counting ⭐ 87

Vehicle Detection, Tracking and Counting by Blob Detection with OpenCV

Speed Estimation Of Vehicles With Plate Detection ⭐ 79

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 followed by tracking down the vehicles and estimating their speeds with the help of their respective locations, ppm (pixels per meter) and fps (frames per secon

Vehicle_counting_hog_svm ⭐ 78

Vehicle Detection, Tracking and Counting by SVM with HOG Features with OpenCV

Evolving_boxes ⭐ 67

Python implementation of Evolving Boxes Evolving Boxes for Fast Vehicle Detection

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

Vehicle Detection ⭐ 64

Detect vehicles in a video

Vehicle Tracking 2 ⭐ 60

A vehicle detection and tracking pipeline with OpenCV, histogram of oriented gradients (HOG), and support vector machines (SVM).

Carrecognition ⭐ 59

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

Deeptl Lane Change Classification ⭐ 56

Driving risk assessment with deep learning using a monocular camera. Related paper: https://arxiv.org/abs/1906.02859

Lane And Vehicles Detection ⭐ 53

This repository contains works on a computer vision software pipeline built on top of Python to identify Lanes and vehicles in a video. This project is not part of Udacity SDCND but is based on other free courses and challanges provided by Udacity. It uses Computer vision and Deep Learrning Techniques. Few pipelines have been tried on SeDriCa, IIT Bombay.

Vehicle Dsm ⭐ 52

Vehicle detection and speed measurement system

Yolov3 Vehicle Detection Paddle ⭐ 48

vehicle-detection based on yolov3（基于paddle的YOLOv3车辆检测和类型识别）

YOLO for ALPR and vehicle detection with mxnet framework

Opencv Samples ⭐ 42

Vehicle Front Rear Detection For License Plate Detection Enhancement ⭐ 37

A Network for detecting and classifying vehicle's front and rear

Perception For Self Driving ⭐ 35

Perception algorithms for Self-driving car; Lane Line Finding, Vehicle Detection, Traffic Sign Classification algorithm.

Multi Type_vehicles_flow_statistics ⭐ 34

According to YOLOv3 and SORT algorithms, counting multi-type vehicles. Implemented by Pytorch.

Vehicle_detection ⭐ 33

Simple vehicle detection and counting with python and open cv final test

Auggan Cross Domain Adaptation With Gan Based Dataaugmentation ⭐ 32

Advanced data augmentation with Generative Adversarial Networks for vehicle detection

Vehicleorientationdataset ⭐ 30

The vehicle orientation dataset is a large-scale dataset containing more than one million annotations for vehicle detection with simultaneous orientation classification using a standard object detection network.

Traffic Survalance With Computer Vision And Deep Learning ⭐ 28

The system takes video footage of a highway as input and provides statistics like the count of vehicles and an average estimated speed of vehicles on the highway. The statistics provided by the system can have many applications. Like, pricing the billboards on a highway for advertisement, higher the count of vehicles, higher the price. Moreover, the government can use this statistic to know how many vehicles are entering a city each day. The system internally uses YOLO object detection algorithm

Vehicle_detection_hog_svm ⭐ 27

Vehicle detection using HOG + SVM and sliding windows

Realtime Vehicle Detection ⭐ 27

Graduation project repository, Real-time vehicle detection using two different approaches. HOG+SVM traditional approach and Deep Learning based approach using state of the art YOLO convolutional neural network.

Carnd Vehicle Detection ⭐ 26

Monocular vehicle detection using SVM and Deep Learning classifiers

Yolox Bytetrack Car Counter ⭐ 25

Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.

Retinanet_detection ⭐ 25

vehicle detection using retinanet

Vehicle Detection And Tracking ⭐ 25

This is a deep learing approach to Udacitys "Vehicle Detection and Tracking" project in the CarND using CNNs.

Vehicle Detection And Tracking Usig Yolo And Deep Sort With Keras And Tensorflow ⭐ 22

Vehicle-Detection and Tracking Using YOLO and Deep Sort with Tensorflow

Vehicle Detection And Classification ⭐ 21

Vehicle detection and classification on a video from an Indian Highway.

Real Time Vehicle Dection Python ⭐ 21

A python project that does real-time vehicle detection using a trained car-cascade Model

Car Detection Model Prediction ⭐ 20

Vehicle Detection ⭐ 20

Vehicle Detection + Advanced Lane Finding for ADAS

Video Curation Sample ⭐ 19

This sample implements libraries of video files content analysis, database ingestion, content search and visualization.

Tracking_multiple_objects_in_surveillance_cameras ⭐ 19

Automatic detection and tracking of moving vehicles in a video from a surveillance camera

ODAM - Object detection and Monitoring

vedai dataset for darknet

Faster_rcnn ⭐ 17

An implementation of Faster R-CNN applied to vehicle detection.

Udacity Carnd Vehicle Detection And Tracking ⭐ 17

Term 1, Project 5 - Udacity Self Driving Car Nanodegree

Faster_rcnn_tensorflow ⭐ 17

Implementation of Faster RCNN for Vehicle Detection

Vehicle Detection With Svm ⭐ 17

Vehicle Detection Project

Vehicle Detection ⭐ 16

Vehicle detection implemented with you Only Look Once. It's an object detector that uses features learned by a deep convolutional neural network to detect an object.

Vehicle Detection ⭐ 15

Vehicle detection/tracking project using YOLO network

Carcounteryolov3 ⭐ 15

This app detects types of cars and counts cars using YOLOv3

Vehicle_mtmc ⭐ 15

Vehicle MTMC Tracking

Vehicledetectionandtracking ⭐ 14

Modified TensorFlow Object Detection Model for vehicle detection and tracking

Vehicle_detection_and_counting_system ⭐ 14

Building a small demo system to detect and count vehicle using Streamlit framework

Vehicle Detection ⭐ 14

I implemented Vehicle Detection and Tracking algorithm using HOG, SVM, and Kalman filter. This is Udacity Self-Driving CarND Term 1 Project 5: Video for vehicle detection and tracking.

Object Detection Net ⭐ 13

Vehicle Detection Faster RCNN for Aerial Images

Lane And Vehicle Detection ⭐ 13

Using Computer Vision to identify lane lines and vehicles on the highway.

Vehicle Detection Hog ⭐ 13

Detecting vehicles using HOG features and SVM

This repository for training tensorflow models. Dataset based on Vehicle Detection in Aerial Imagery (VEDAI)

Vechicle Detection Tracking ⭐ 13

Vehicle detection and tracking using linear SVM classifier

Yolo Object Counting Api ⭐ 12

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

Rust Road Traffic ⭐ 11

Vehicle counting/tracking and speed estimation

Oneml Bootcamp ⭐ 11

Intro and sample apps to showcase oneML functionalities and possible use cases: Face Detection, Face Identification, Face Embedding, Vehicle Detection, EKYC, Person Attack Detection.

Vehicle_detection_hog ⭐ 11

vehicle detection by HOG and color features

Itvd_icme ⭐ 10

Improving Tiny Vehicle Detection in Complex Scenes, ICME, 2018

Deep Learning Vehicle Detection ⭐ 10

Vehicle Detection based on Faster R-CNN

Yolov5 Vehicle Counting ⭐ 10

A computer vision and artificial intelligence project to detect and counting vehicles. This project is using YOLOV5 and Deep Sort Algorithm to perform object recognition and tracking realtime.

Carnd Vehicle Detection ⭐ 10

Vehicle detection implemented with the SSD network

Vehicle Tracker ⭐ 9

Vehicle Detection and Tracking using Blob Algorithm + Linear SVC (or YOLO V2)

Vehicle Detection Using Faster R Cnn ⭐ 9

Vehicle Detection using state-of-the-art architecture Faster R-CNN with Pretrained models like VGG16 and ResNet50

Self Driving Car Nanodegree ⭐ 9

Projects for the UDACITY Self-Driving Car Nanodegree

Trafficdetection ⭐ 9

We implement a system for vehicle detection and tracking from traffic video using Gaussian mixture models and Bayesian estimation. The system provides robust foreground segmentation of moving vehicles through a K-means clustering approximation as well as vehicle tracking correspondence between frames by correlating Kalman and particle filters.

Vehicle_detection_and_tracking ⭐ 9

Vehicle Detection and Tracking using HOG, CNN

Thesis_ksh ⭐ 9

License plate detection & Car pose estimation

Vehicle detection and tracking and speed estimation using opencv

Udacity_sdcnd_vehicle Detection ⭐ 8

Created a vehicle detection and tracking pipeline with OpenCV, histogram of oriented gradients (HOG), and support vector machines (SVM). Optimized and evaluated the model on video data from a automotive camera taken during highway driving.

Vehicle Detection ⭐ 8

Vehicle detection based on YOLO and SVM

Vehicletracking ⭐ 8

Vehicle Tracking Full Project Using C#,ASP.net,Javascript etc

Tensorboard Embedding Visualization Tensorflow Mnist ⭐ 8

TensorBoard: Embedding Visualization - TensorFlow-MNIST

Augmented_perception ⭐ 7

Semi-automatic detection, tracking and labelling of active targets for autonomous driving.

Vehicle_detection_tracking ⭐ 7

Vehicle detection and tracking baseline

Laneandyolovehicle Detection ⭐ 7

Lane depertaure and Yolo objection detection C++ Windows

Aerial_vehicle_classification ⭐ 7

Tensorflow Implementation of PixelRNN and CNN based Aerial Vehicle Classification (DeepHKCF) - [IEEE-TGRS19]

Lane Detection ⭐ 7

Lane and vehicle detection software for an autonomous vehicle.

Goparking ⭐ 7

This project is targeted to detect which parking lot (actually any user defined polygon) are occupied by any object.

Traffic_sentinel_architecture ⭐ 7

🚀 Traffic Sentinel: A scalable IoT system using Fog nodes and Apache Flink to process 📷 IP camera streams, powered by YOLO for intelligent 🚗 traffic monitoring on highways. 🛣️

Vehicle Detection ⭐ 7

Vehicle Detector With Yolo v2 and v3

Vehicle Speed Measurement ⭐ 6

An automatic vehicle speed measurement and speeding violation detection approach

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