This page will include various different projects and current papers that I am currently Studying or reading up on.

HeartBeat classification

Motive

I want to do some research in the near future, One of the most simple types of research is a comparative study. This project is purely based on improving, my Pandas and Torch Skills, and understanding different type of models. And as always dealing with those annoying shape errors.

The idea behind this project Was inspired by a comparative paper i saw that compared different types of heart data. Knowing how complex sound classification can be, I wanted to test different models , from transfer networks like resnet, to more personalised ones based on different papers that have been referred within the project.

Current models types include

• Conv1d [different variants]
• AutoEncoders
• Conv2d
• ResNet

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