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german-traffic-sign-classifier

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mohamedameen93 /German-Traffic-Sign-Classification-Using-TensorFlow

In this project, I used Python and TensorFlow to classify traffic signs. Dataset used: German Traffic Sign Dataset. This dataset has more than 50,000 images of 43 classes. I was able to reach a +99% validation accuracy, and a 97.3% testing accuracy.

python machine-learning deep-neural-networks deep-learning tensorflow image-classification autonomous-driving autonomous-vehicles german-traffic-sign-classifier

UpdatedDec 3, 2019
HTML

magnusja /GTSRB-caffe-model

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

caffe classification traffic-signs alexnet digit german-traffic-sign-classifier gtsrb alexnet-model

UpdatedOct 21, 2019
Python

sonu275981 /GTSRB---German-Traffic-Sign-Recognition

GTSRB - German Traffic Sign Recognition

python deep-learning neural-network tensorflow keras convolutional-neural-networks german-traffic-sign-classifier gtsrb-dataset

UpdatedNov 29, 2021
Jupyter Notebook

PawarMukesh /German-Traffic-Sign-Detction

Detect The German Traffic Sign Using YoloV5

computer-vision deep-learning object-detection german-traffic-sign-classifier yolov5

UpdatedSep 9, 2024
Jupyter Notebook

muddassir235 /German-Traffic-Sign-Classifier

python udacity jupyter jupyter-notebook dataset traffic-signs accuracy jupyter-notebooks udacity-nanodegree german-traffic-sign-classifier udacity-self-driving-car sdcnd medium-article sdcnd-udacity german-traffic-signs

UpdatedNov 21, 2020
HTML

prateeksawhney97 /Traffic-Sign-Classifier-Project-P3

German Traffic Sign Classification Project for Self-Driving Car Nano Degree Term 1. A CNN is designed and trained to detect the traffic signs using the German Traffic Sign Dataset. The system is also tested on German traffic signs to measure its performance.

ai neural-network self-driving-car convolutional-neural-networks german-traffic-sign-classifier traffic-sign-classification

UpdatedMay 9, 2020
HTML

prakass1 /detect-traffic-signs

Recognizing Traffic signs from GTSRB dataset ||:red_circle:||:small_red_triangle:||:small_red_triangle_down:||

template-matching random-forest sklearn hog-features opencv-python german-traffic-sign-classifier traffic-sign-classification numpy-arrays laplacian-detector

UpdatedDec 14, 2019
Python

sharathsrini /Traffic-Sign-Classifier

This is a Classifier Algorithm that can classify German Traffic-Signs. It uses the good old convolution network inspired by the Nvidia Model used in their self-driving car.

udacity deep-learning nvidia convolutional-neural-networks nvidia-model german-traffic-sign-classifier udacity-self-driving-car classify-traffic-signs traffic-sign-classifier

UpdatedApr 3, 2018
Jupyter Notebook

ken-power /SelfDrivingCarND-TrafficSignClassifier

Build a Convolutional Neural Network (CNN) that recognizes traffic signs.

cnn classification self-driving-car convolutional-neural-networks german-traffic-sign-classifier traffic-sign-classification keras-tensorflow multi-class-classification lenet-5

UpdatedJun 29, 2021
HTML

gungorbasa /Self-Driving-Car---Udacity

Udacity Self Driving Car Projects

udacity tensorflow keras traffic-signs self-driving-car lane-finding behavioral-cloning lane-detection udacity-nanodegree german-traffic-sign-classifier traffic-sign-classification

UpdatedApr 2, 2017
Jupyter Notebook

gagolucasm /Traffic-Sign-Classifier

Traffic Sign Classifier using Deep Neural Networks and CNN.

ai deep-learning classification convolutional-neural-networks german-traffic-sign-classifier

UpdatedMar 10, 2017
HTML

tyasemin /Traffic-Sign-Detection-and-Recognition

Ford Otosan Internship Project 2021 || Traffic Sign Detection and Recognition.

deep-learning object-detection transfer-learning german-traffic-sign-classifier object-classification yolov4 yolov4-darknet

UpdatedOct 21, 2021
Jupyter Notebook

MuntahaShams /German-Traffic-Sign-Classification

German-Traffic-Sign-Classification

python tensorflow cnn german-traffic-sign-classifier german-traffic-signs cnn-classification

UpdatedApr 16, 2021
Jupyter Notebook

manankshastri /CarND-Traffic-Sign-Classifier

Traffic Sign Classifier using the German Traffic Sign Dataset

opencv tensorflow image-processing python3 lenet-architecture german-traffic-sign-classifier traffic-sign-classification

UpdatedNov 7, 2019
HTML

G-Karishni /German-Traffic-Sign-Recognition-Benchmark

Multi-class, single-image classification using MobileNet-CNN

recognition cnn image-classification convolutional-neural-networks german-traffic-sign-classifier traffic-sign-classification traffic-sign-recognition traffic-sign-detection

UpdatedNov 13, 2021
Jupyter Notebook

prateeshreddy /GTSRB_road_sign_recog

German Traffic Signs Classification

computer-vision deep-learning tensorflow tf-data german-traffic-sign-classifier data-pipepline

UpdatedMay 2, 2020
Jupyter Notebook

liamondrop /traffic-sign-classifier

Predicting the class of traffic signs from the german traffic sign dataset with TensorFlow

python tensorflow german-traffic-sign-classifier

UpdatedApr 1, 2017
HTML

anshupandey /Traffic-Sign-Classification

German Traffic Sign Classification using Constitutional Neural Networks, uses Image Augmentation and pre-processing of images

python machine-learning deep-learning neural-network code tensorflow keras image-processing project image-manipulation image-classification convolutional-neural-networks udacity-nanodegree german-traffic-sign-classifier traffic-sign-classification

UpdatedMar 2, 2019
HTML

Mervin-Abraham /Traffic-Sign-Detection-and-Recognition

Prediction Analysis on TSR using CNN with 99% accuracy

visualization german-traffic-sign-classifier traffic-sign-classification tsr cnn-for-visual-recognition cnn-classification cnn-tensorflow accuracy-metrics cnn-feature-sets

UpdatedOct 13, 2022
Jupyter Notebook

MuhammadShifa /Machine-Learning-with-Python-Projects

python machine-learning deep-neural-networks deep-learning machine-learning-algorithms cnn-keras german-traffic-sign-classifier credit-card-fraud-detection preprocessing-techniques gstrb-classificication

UpdatedFeb 21, 2021
Jupyter Notebook

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