Always Watching (Part I) - Raspberry Pi Face Tracker
I build and setup a Raspberry Pi module and program it to follow a face with it's camera.
In His Shoes (Part II) - GPT2 and Transformers
Using state-of-the-art language models to improve sentence autocompletion.
In His Shoes (Part I) - Building a Sentence Autocompleter
I train sequence models using LSTMs with Tensorflow to generate sentence forecasts on news articles.
Picasso Me - Neural Style Transfer
Here I look into the theory of how convolutional neural networks are able to copy artistic styling onto ordinary images.
Automating EDA - Better Summaries from Pandas
A brief introduction into using the pandas-profiling package to understand datasets quicker.
Tom Ford or Uniqlo? - Image Classification in Fashion
In this post, I explore some fundamental problems when working with images and explore the theory behind Haar Cascade classification.
Explain This?! - Model Interperability Techniques
Exploring various ways to understand why our black-box machine learning models make the decisions they do.
Finding the Alpha - Predicting Currency Prices
I look at identifying any patterns in the Forex market and attempt to find a model that can predict returns on any given currency.