gtsrb

There are 1 repository under gtsrb topic.

• hellojialee / Traffic_Sign_Recognition_Efficient_CNNs

  A repository for the paper "Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild"

  gtsdbgtsrbkeraspythontraffic-sign
  Language:Jupyter Notebook 140

• chsasank / Traffic-Sign-Classification.keras

  Deep leaning for traffic sign classification in keras and python

  computer-visiondeep-learninggtsrbpythontraffic-signs
  Language:Jupyter Notebook 68

• hello2all / GTSRB_Keras_STN

  German Traffic Sign Recognition Benchmark, Keras implementation with Spatial Transformer Networks

  gtsrbkerasstnspatialtransformernetwork
  Language:Jupyter Notebook 49

• 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".

  gtsrbgtsrb-datasettraffic-sign-classificationtraffic-sign-recognitiontorch7deep-learningdeep-neural-networksspatial-transformer-networkconvolutional-neural-networksconvolutional-layersartificial-intelligenceresearch-paper
  Language:Lua 39

• liferlisiqi / Traffic-Sign-Classifier

  Classify traffic signs by three classic ConvNets architecture using GTSRB dataset.

  traffic-sign-classifiergtsrbtensorflowlenetalexnet
  Language:Jupyter Notebook 24

• AlexanderMelde / Verkehrszeichenerkennung

  Traffic Sign Detection 🇩🇪 Praktische Implementierung einer Verkehrszeichenerkennung mit OpenCV und Tensorflow im Rahmen einer Studienarbeit.

  traffic-sign-classificationmachine-learningcomputer-visionautonomous-drivingtensorflowopencvgtsrbdatasetpapercnn
  Language:Python 16

• magnusja / GTSRB-caffe-model

  German Traffic Sign Recognition Benchmark (GTSRB) AlexNet pycaffe model. http://benchmark.ini.rub.de/

  alexnetgtsrbcaffetraffic-signsgerman-traffic-sign-classifieralexnet-modelclassificationdigit
  Language:Python 16

• frogermcs / GTSRB-TensorFlow-Lite

  TensorFlow Lite classification model for German Traffic Sign Benchmarks dataset, built on top of MobileNet v1

  tensorflowtensorflow-litegtsrbandroidjupyter-notebookpythonmachine-learning
  Language:Jupyter Notebook 14

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

  Detect traffic sign and recognize them using Image Processing algorithms and Machine Learning(Random Forest)

  machine-learningmatlabtraffic-sign-classificationtraffic-sign-recognitiontraffic-sign-detectionrandom-forest-classifierhistogram-of-oriented-gradientsgtsdbgtsrb-datasetgtsdb-datasetgtsrbimage-processingclassifierclassification
  Language:MATLAB 12

• Omid-Nejati / Locality-iN-Locality

  Robust Transformer with Locality Inductive Bias and Feature Normalization (JESTECH 2023)

  adversarial-attackscifar10data-augmentationgtsrbrobustnesstraffic-sign-classificationtransformers
  Language:Python 9

• kheraAniruddh / Pytorch--Deep-Learning

  GTSRB (Traffic sign), MNIST, CIFAR image classification and other good starting point

  mnist-classificationpytorchconvolutional-neural-networksdeep-learninggtsrbcifar10
  Language:Jupyter Notebook 8

• shravankumar147 / gtsrb-smai

  The German Traffic Sign Benchmark is a multi-class, single-image classification challenge. Humans are capable of recognizing the large variety of existing road signs with close to 100% correctness.Then what about machines, Can we make them intelligent like humans ?

  traffic-signsgtsrbiiitroad-signshumans
  Language:Jupyter Notebook 7
• GTSRB_Neural_Network

  Tom-Haustein / GTSRB_Neural_Network

  Dieses Projekt beschäftigt sich mit der Entwicklung eines flachen CNN zur Erkennung von Verkehrsschildern. Das Projekt beinhaltet alle dazu benötigten Programme und Tools.

  kicnn-modeltensorflowkerasbeginner-projectneuronal-networkautonomous-drivingautonomous-carcodegtsrb-datasetgtsrb
  Language:Python 6

• mmoraes-rafael / gtsrb_resnet

  Fast and accurate ResNet for the GTSRB dataset

  gtsrbgtsrb-datasetpythonresnet
  Language:Python 5

• Nau3D / bridging-the-gap-between-real-and-synthetic-traffic-sign-datasets

  Generating synthetic traffic sign datasets

  btsccnndatasetsgtsrbpytorchrmastiffsynthetic
  Language:Python 4

• qiubit / traffic-sign-android

  Traffic sign classifier trained using fastai and deployed to Android using PyTorch Mobile

  fastaiudacitycarndgtsrbandroidpytorchjupyter-notebook
  Language:HTML 3

• saimj7 / Autonomous-Driving

  Building autonomous vehicles from the ground up!

  autonomous-vehiclescar-detectiondeep-learninggtsrbimage-processinglane-lines-detectiontraffic-sign-detection
  Language:Jupyter Notebook 3

• dharayush / Road-Sign-Classification

  Classify traffic signs by using the AlexNet and GoogLeNet architecture using GTSRB dataset and comparing the two

  alexnetclassificationdeeplearninggooglenetgtsrbgtsrb-datasetjupyter-notebookkaggleroad-sign-recognitiontensorflowtraffic-sign-classification
  Language:Jupyter Notebook 2

• jameseoconnor / vgg-traffic-light-detection

  Training a VGG16 Network to Classify Traffic Signs using the German Traffic Sign Recognition Benchmark (GTSRB)

  vgg16vgg19gtsrbgtsrb-datasetcnn
  Language:Jupyter Notebook 2

• m-niemeyer / Traffic-Sign-Classification

  A CNN model to classify German traffic signs

  traffic-sign-classificationgtsrbgtsrb-datasettensorflowconvolutional-neural-networksconvolutional-neural-networkcomputer-visionmachine-learningdeep-learning
  Language:Jupyter Notebook 2
• vigilant-fortnight

  n1ghtf4l1 / vigilant-fortnight

  Detect and Analyze Trojan attacks on deep neural networks that are designed to be difficult to detect.

  gtsrbmachine-learningtrojan-detectioncifarmnist
  Language:Jupyter Notebook 2

• raymas / German-Traffic-Sign-Recognition-Benchmark

  Open source neural network solutions for the GTSRB challenge

  gtsrbgtsrb-challengeneural-networkstraffic-sign-recognition
  Language:Python 1

• saimj7 / German-Traffic-Sign-Recognition

  Part of my Master Thesis in Autonomous Driving.

  deep-learninggtsrbrnntraffic-sign-recognition
  Language:Jupyter Notebook 1

• SavinRazvan / traffic

  This project aims to develop a neural network using TensorFlow to classify traffic signs from images, utilizing the German Traffic Sign Recognition Benchmark (GTSRB) dataset.

  aicnndata-augmentationdata-preprocessingdeep-learninggtsrbimage-recognitionmachine-learningmodel-evaluationmodel-trainingopencvtensorflowtraffic-sign-classification
  Language:Jupyter Notebook 1
• traffic_sign_detection_gtsrb

  snehilsanyal / traffic_sign_detection_gtsrb

  Notebook and model for German Traffic Sign Recognition Benchmark (GTSRB) Dataset. The notebook contains an extensive EDA for the dataset and trains a CNN classifier on the benchmark.

  gtsrbtraffic-sign-detectioncomputer-visiondeep-learningkerascnn
  Language:Jupyter Notebook 1

• YanSte / CNN-CV-GTSRB-Classification

  Convolutional Neural Networks (CNN) with Computer Vision (CV) for GTSRB Traffic Sign Classification

  aiclassificationcnncvgtsrb
  Language:Jupyter Notebook 1

• akshat235 / Traffic_Sign_Detection

  gtsrbhacktoberhacktoberfesthacktoberfest-acceptedhacktoberfest-starterhacktoberfest2020hacktoberfest2021opencvpython3
  Language:Jupyter Notebook 0

• FazleLabib / TrafficSignClassifier

  A web app for classifying traffic signs using a deep learning model trained on the GTSRB dataset.

  deep-learningdjangogtsrbpythonpytorchtraffic-sign-classification
  Language:Python 0

• swopnilnep / ConvnetComparisonModels

  Comparison of Different CNN Frameworks for image classification. TensorFlow

  tensorflowgtsrbdeeplearning
  Language:Jupyter Notebook 0

• charlee / whatisthissign

  A practice for using CNN to recognize road signs.

  cnngtsrbmachine-learning
  Language:Python

• HiGal / Traffic-Sign-Classification

  Traffic Sign Classification (GTSRB dataset) using Random Forest Classifier

  traffic-sign-classificationrandom-forestgtsrb-datasetgtsrb
  Language:Python

• skat00sh / CarND-Traffic-Sign-Classifier-Project

  Classify Traffic Signs.

  deep-learninglenet-architecturegtsrbartificial-intelligenceconvolutional-neural-networkscnntensorflow
  Language:HTML