Sarvasv Arora bio photo

Sarvasv Arora

Contemplatin' and vibin' ✨✔️
Computer Science and Statistics at McGill University
Montreal via New Delhi
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About the project

This was a project I did while I was getting started with Machine Learning. Coding Blocks had a competition where we had to classify Pokémons based on their names. It’s a multi-class classification problem and the Pokémons need to be classified as either Pikachu, Bulbasaur, or Charmander.

I learned how to implement the naïve KNN algorithm from scratch and use the Numpy for image processing. The biggest challenge was getting used to working with images as I had never done that before.

Pikachu Bulbasaur Charmander

Some images from each category in the dataset

These are a few pictures from each category in the dataset provided. I scored an accuracy of over 97% in the final submission.

The github repository for the same can be found here.