CNN Architectures

The most comprehensive code and paper tutorials on Convolutional Neural Networks, led by Machine Learning Engineer Dimitris Katsios. Learn how to read a scientific paper and reproduce a deep learning architecture in Keras step-by-step from scratch. For each architecture Dimitris introduces

  • the paper in which the architecture was originally published where we highlighted the parts needed for the implementation

  • a jupyter notebook with a step-by-step description of how to use this information to infer the structure of the model and code it

  • a diagram of the model that corresponds to the architecture and the code structure