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