Traffic Sign Classifier

Importing the Necessary Files

Reading the Data

  • Training data: the set of examples used to make the model learn and fit in the parameters.
  • Validation data: the set of examples used to tune the parameters of the model, for instance to find the number of hidden units that would make the model perform at its best.
  • Test data: the set of examples used to assess the performance of the final model.

Data Exploration

Data Pre-processing

Model Architecture

  • InceptionResNetV2:
  • VGG16:
  • ResNet50:
  • MobileNet:

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