Phrungck/cnn-models

Implementation of various convolutional neural networks used in image classification, action recognition, etc.

Convolutional Neural Networks

In this repository you will find a list of different CNN model implementations I have created over the years. These are simplified versions which allowed me to understand the reasoning behind architecture choices. Enjoy!

PS. Year pertains to the date I created the script which also shows my coding style.

Dependencies

• PyTorch

Model List:

• Inception Model (2020): this pertains to the mini_googlenet python script
  • Link to code: https://github.com/Phrungck/CNN-models/blob/main/mini_googlenet.py
  • Link to paper: https://arxiv.org/abs/1611.03530