A repository for the paper "Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild"
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Updated
Apr 6, 2020 - Jupyter Notebook
A repository for the paper "Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild"
Deep leaning for traffic sign classification in keras and python
German Traffic Sign Recognition Benchmark (GTSRB) AlexNet pycaffe model. http://benchmark.ini.rub.de/
Classify traffic signs by three classic ConvNets architecture using GTSRB dataset.
TensorFlow Lite classification model for German Traffic Sign Benchmarks dataset, built on top of MobileNet v1
Code for the paper entitled "Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods".
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 Sign Detection 🇩🇪 Praktische Implementierung einer Verkehrszeichenerkennung mit OpenCV und Tensorflow im Rahmen einer Studienarbeit.
GTSRB (Traffic sign), MNIST, CIFAR image classification and other good starting point
Robust Transformer with Locality Inductive Bias and Feature Normalization (JESTECH 2023)
Detect traffic sign and recognize them using Image Processing algorithms and Machine Learning(Random Forest)
Fast and accurate ResNet for the GTSRB dataset
Training a VGG16 Network to Classify Traffic Signs using the German Traffic Sign Recognition Benchmark (GTSRB)
Building autonomous vehicles from the ground up!
Classify traffic signs by using the AlexNet and GoogLeNet architecture using GTSRB dataset and comparing the two
Comparison of Different CNN Frameworks for image classification. TensorFlow
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.
Classify Traffic Signs.
Convolutional Neural Networks (CNN) with Computer Vision (CV) for GTSRB Traffic Sign Classification
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