Implementation of Resnet50

Architecture

How does it work ?

I used tensorflow for this implementation.

You can find examples of how to use it in the Resnet_Example.ipynb file.

Files

The model implementation is in the resnet50.py file. There is also several useful functions for Layers and datasets related import functions in the resnets_utils.py

Ressources

Original paper : https://arxiv.org/abs/1512.03385v1

I used the implementation I did for an exercices from Andrew Ng's course from Coursera : https://www.coursera.org/specializations/deep-learning