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German Traffic Sign Recognition Benchmark (GTSRB)


FIDLE - Formation Introduction au Deep Learning

1/ Objectives

Traffic sign classification with CNN, using Tensorflow and Keras

2/ About the dataset

Name : German Traffic Sign Recognition Benchmark (GTSRB)
Available here or on kaggle
A nice example from : Alex Staravoitau

In few words :

  • Images : Variable dimensions, rgb
  • Train set : 39209 images
  • Test set : 12630 images
  • Classes : 0 to 42

3/ Episodes

01 - Dataset preparation

  • Undestand the data 02 - First convolutions