traffic-sign-classification

There are 5 repositories under traffic-sign-classification topic.

ndrplz / self-driving-car
Udacity Self-Driving Car Engineer Nanodegree projects.
self-driving-car udacity-self-driving-car deep-learning deep-neural-networks kalman-filter lecture-material particle-filter lane-finding computer-vision vehicle-detection convolutional-neural-networks detect-lane-lines lane-detection pid-control traffic-sign-classification tensorflow
Language:C++ 2695
hoanglehaithanh / Traffic-Sign-Detection
Traffic signs detection and classification in real time
python opencv traffic-signs traffic-sign-classification traffic-sign-recognition machine-learning image-processing
Language:Python 232
dineshresearch / Novel-Deep-Learning-Model-for-Traffic-Sign-Detection-Using-Capsule-Networks
capsule networks that achieves outstanding performance on the German traffic sign dataset
capsule-network traffic-sign-classification traffic-sign-recognition traffic-sign-detection deeplearning computervision autonomous-vehicles autonomous-driving
Language:Jupyter Notebook 122
alessiamarcolini / deepstreet
Traffic Sign Recognition - Fine tuning VGG16 + GTSRB
convolutional-neural-networks deeplearning keras traffic-sign-classification
Language:Python 72
AmeyaWagh / traffic_sign_detection
Implementation of darkflow on traffic sign detection and classification
yolo traffic-sign-classification traffic-sign-detection tensorflow
Language:Python 71
Spidy20 / Traffic_Signs_WebApp
A Flask WebApp which can predict the Traffic Signs🚦 using Deep Learning
deep-learning flask traffic-sign-classification
Language:Jupyter Notebook 64
ituracingdriverless / TTVS
Türkiye Trafik İşaretleri Veriseti - Turkish Traffic Sign Dataset
dataset traffic-signs traffic-sign-classification traffic-sign-recognition deep-learning
Language:Python 57
hayoung-kim / Perception-for-Self-driving
Perception algorithms for Self-driving car; Lane Line Finding, Vehicle Detection, Traffic Sign Classification algorithm.
lane-lines-detection vehicle-detection traffic-sign-classification
Language:Jupyter Notebook 49
Project-Road-Sign-Detection / Tensorflow-Street-Sign-Recognition
Street Sign recognition using Tensorflows ObjectDetector
python object-detection tensorflow image-recognition deep-neural-networks traffic-sign-classification
Language:Python 47
alen-smajic / Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment
This project is part of the CS course 'Systems Engineering Meets Life Sciences I' at Goethe University Frankfurt. In this Computer Vision project, we present our first attempt at tackling the problem of traffic sign recognition using a systems engineering approach.
computer-science computer-vision pytorch python machine-learning jupyter-notebook deep-learning unity blender csharp simulation university object-detection classification opencv autonomous-driving traffic-sign-recognition traffic-sign-classification concept-whitening viola-jones
Language:C# 46
vamsiramakrishnan / TrafficSignRecognition
A Deep Neural Network to do traffic sign recognition
deep-learning traffic-sign-classification traffic-sign-recognition
Language:Jupyter Notebook 42
appinho / SAComputerVisionMachineLearning
Computer Vision and Machine Learning related projects of Udacity's Self-driving Car Nanodegree Program
behavioral-cloning computer-vision deep-learning lane-detection notebook python semantic-segmentation traffic-sign-classification udacity udacity-nanodegree udacity-self-driving-car vehicle-tracking
Language:Jupyter Notebook 40
aarcosg / tsr-torch
Code for the paper entitled "Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods".
gtsrb gtsrb-dataset traffic-sign-classification traffic-sign-recognition torch7 deep-learning deep-neural-networks spatial-transformer-network convolutional-neural-networks convolutional-layers artificial-intelligence research-paper
Language:Lua 37
JeffWang0325 / Image-Identification-for-Self-Driving-Cars
🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.
computer-vision yolo yolov5 deep-learning self-driving-car deep-neural-networks tensorflow pytorch convolutional-neural-networks traffic-light-classification traffic-sign-classification tkinter tkinter-gui tkinter-python real-time-detection droidcam webcam webcam-capture dr python
Language:Python 37
POSTECH-IMLAB / Traffic_sign_ADAS
traffic-signs traffic-sign-classification traffic-sign-recognition traffic-sign-detection
28
jacobssy / Traffic_Sign_detection
keras-yolo traffic-sign-classification traffic-sign-recognition deep-learning yolo yolov2 yolov3 mobilenet shufflenet squeezenet
Language:Jupyter Notebook 19
satojkovic / DeepTrafficSign
Traffic sign recognition with Deep Convolutional Neural Networks
cnn-classification tensorflow convolutional-neural-networks traffic-sign-detection traffic-sign-classification deep-learning detr object-detection transformer
Language:Python 19
Vicondrus / Roadster
In this project, a traffic sign recognition system, divided into two parts, is presented. The first part is based on classical image processing techniques, for traffic signs extraction out of a video, whereas the second part is based on machine learning, more explicitly, convolutional neural networks, for image labeling.
traffic-sign-detection traffic-sign-recognition traffic-sign-classification python tensorflow pyimagesearch image-processing machine-learning gtsrb-dataset
Language:Python 19
VladYatsenko / car-assistant-android
Application which detects traffic signs using camera
android mobilenet neural-network traffic-sign-classification
Language:Java 19
alexandrosstergiou / Traffic-Sign-Recognition-basd-on-Synthesised-Training-Data
Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.
deep-learning convolutional-neural-networks machine-learning traffic-sign-classification computer-vision image-processing image-manipulation keras keras-neural-networks synthetic-data synthetic-images automated data-generation driver-assistant
Language:Jupyter Notebook 18
pierluigiferrari / traffic_sign_classifier
A traffic sign classifier built with TensorFlow
recognize-traffic-signs tensorflow traffic-sign-classification traffic-sign-classifier traffic-sign-recognition
Language:Python 16
ppriyank / Deep-neural-network-for-traffic-sign-recognition-systems
Pytorch Implementation of Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods
pytorch sota spatial-transformer-network traffic-sign-classification
Language:Python 16
Traffic-Sign-Recognition
rahulsonone1234 / Traffic-Sign-Recognition
To ease the driver to identify the Traffic Signs and also for the efficient working of Self-Driving Cars.
python deep-neural-networks cnn cnn-keras tensor tensorflow pandas numpy traffic-sign-classification traffic-sign-recognition caption-generation tkinter-python tkinter-gui tkinter-graphic-interface tkinter convolutional-neural-networks self-driving-cars
Language:Python 15
sgagankumar / TheGhostCar-AutonomousCarProject
Autonomous Self-Driving Car Prototype - with automatic steering control, traffic sign recognition, traffic light detection and other object detection features.
autonomous-car autonomous-driving traffic-sign-classification traffic-light-detection object-detection opencv machine-learning convolutional-neural-networks behavioral-cloning prototype
Language:Python 15
preritj / Traffic-Sign-classifier
Classify traffic signs using deep neural networks
computer-vision convolutional-neural-networks deep-learning machine-learning tensorflow traffic-sign-classification
Language:Jupyter Notebook 14
freicar-2022-1 / freicar_project_sign_detect
ROS (Robot Operating System) nodes for traffic sign detection with YOLOv7 and ArUco marker detection and mapping
mapping robot-mapping robotics ros ros2 traffic-sign-classification traffic-sign-detection yolo yolov7 aruco-marker-detection aruco-markers aruco freicar
Language:Jupyter Notebook 13
moabitcoin / signfeld
Synthetic traffic sign detectron
deep-learning traffic-sign-recognition traffic-sign-classification pytorch pytorch-implmention traffic-sign-detection machine-learning computer-vision detectron2 traffic-signs detection
Language:Python 13
kirilcvetkov92 / Traffic-sign-classifier
In this project, deep neural networks and convolutional neural networks are used to classify traffic signs. A model is trained so it can decode traffic signs from natural images by using the German Traffic Sign Dataset. After the model is trained, the model is tested on new images of traffic signs that are found on the web
traffic-sign-classification traffic-signs open-cv convolutional-neural-networks neural-network image-processing self-driving-car
Language:Python 12
AlexanderMelde / Verkehrszeichenerkennung
Traffic Sign Detection 🇩🇪 Praktische Implementierung einer Verkehrszeichenerkennung mit OpenCV und Tensorflow im Rahmen einer Studienarbeit.
autonomous-driving cnn computer-vision dataset gtsrb machine-learning opencv paper tensorflow traffic-sign-classification
Language:Python 10
harsh-99 / Traffic-sign-detection
Traffic sign detection and classification
gpu-programming gtsrb-dataset harr-cascade hog-features surf traffic-sign-classification
Language:Jupyter Notebook 10
Praveenterax / Traffic-sign-Detection-Recognition-Matlab-RandomForest
Detect traffic sign and recognize them using Image Processing algorithms and Machine Learning(Random Forest)
machine-learning matlab traffic-sign-classification traffic-sign-recognition traffic-sign-detection random-forest-classifier histogram-of-oriented-gradients gtsdb gtsrb-dataset gtsdb-dataset gtsrb image-processing classifier classification
Language:MATLAB 9
Rumeysakeskin / YOLO-Darknet-Video-and-Image-Detection-Traffic-Signs
YOLO Darknet: Traffic sign detection on image and video
darknet yolo object-detection testing traffic-sign-classification training custom-image-dataset opencv
Language:Jupyter Notebook 9
anishnyk / Lane-detection-algorithms-comparison
A detailed comparison of lane detection and tracking algorithms using OpenCV libraries and MATLAB image processing toolbox
opencv image-processing lane-detection computer-vision neural-networks traffic-sign-classification hough-transform
Language:MATLAB 8
lbayer10 / Traffic_Sign_Detection
Traffic sign recognition is a technology by which a vehicle can recognize road signs placed on the road. This repo is Traffic sign detection using Retinanet and image tiling
machine-learning opencv-python traffic-sign-classification
Language:Jupyter Notebook 8
eldadp100 / Deep-Learning-Adversarial-Attacks-and-Resistant-Learning
Not official implementation. Tested also on GTSRB.
adversarial-attacks deep-learning traffic-sign-classification
Language:Python 7
OussemaHdr / Road_sign_recognition
Self driving car prototype using RaspberryPi 3 with traffic sign recognition using Keras/Tensorflow
cnn-classification cnn-keras raspberry-pi-3 self-driving-car traffic-sign-classification
Language:Python 7

traffic-sign-classification

ndrplz / self-driving-car

hoanglehaithanh / Traffic-Sign-Detection

dineshresearch / Novel-Deep-Learning-Model-for-Traffic-Sign-Detection-Using-Capsule-Networks

alessiamarcolini / deepstreet

AmeyaWagh / traffic_sign_detection

Spidy20 / Traffic_Signs_WebApp

ituracingdriverless / TTVS

hayoung-kim / Perception-for-Self-driving

Project-Road-Sign-Detection / Tensorflow-Street-Sign-Recognition

alen-smajic / Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment

vamsiramakrishnan / TrafficSignRecognition

appinho / SAComputerVisionMachineLearning

aarcosg / tsr-torch

JeffWang0325 / Image-Identification-for-Self-Driving-Cars

POSTECH-IMLAB / Traffic_sign_ADAS

jacobssy / Traffic_Sign_detection

satojkovic / DeepTrafficSign

Vicondrus / Roadster

VladYatsenko / car-assistant-android

alexandrosstergiou / Traffic-Sign-Recognition-basd-on-Synthesised-Training-Data

pierluigiferrari / traffic_sign_classifier

ppriyank / Deep-neural-network-for-traffic-sign-recognition-systems

rahulsonone1234 / Traffic-Sign-Recognition

sgagankumar / TheGhostCar-AutonomousCarProject

preritj / Traffic-Sign-classifier

freicar-2022-1 / freicar_project_sign_detect

moabitcoin / signfeld

kirilcvetkov92 / Traffic-sign-classifier

AlexanderMelde / Verkehrszeichenerkennung

harsh-99 / Traffic-sign-detection

Praveenterax / Traffic-sign-Detection-Recognition-Matlab-RandomForest

Rumeysakeskin / YOLO-Darknet-Video-and-Image-Detection-Traffic-Signs

anishnyk / Lane-detection-algorithms-comparison

lbayer10 / Traffic_Sign_Detection

eldadp100 / Deep-Learning-Adversarial-Attacks-and-Resistant-Learning

OussemaHdr / Road_sign_recognition