/deep-learning-architectures

Implementations of famous deep learning architectures.

Primary LanguagePython

Deep Learning Architectures

This repository contains a compilation of Deep Learning architectures implemented using the Keras framework. The implementations are based on their respective scientific papers.

Model Summaries

You can check each model's summaries by running the python file. All model information such as layers and number of parameters will be printed out.

List of Models

Author Year Architecture Paper Link
Yann Lecun 1998 LeNet-5 Paper Link
Alex Krizhevsky 2012 AlexNet Paper Link
Karen Simonyan 2015 VGG-16 Paper Link
Karen Simonyan 2015 VGG-19 Paper Link
Christian Szegedy 2015 GoogLeNet Paper Link
Kaiming He 2015 ResNet-50 Paper Link
Olaf Ronneberger 2015 U-Net Paper Link