Leverage domain knowledge by using the latest Machine Learning tools. In scope tasks include human-computer interface, knowledge access, design analysis and optimisation, flow-field analysis, F1 car competitor analysis.

Posts

An Overview of AI/ML

Some concepts about AI / Machine Learning

May 15, 2020
Using Deep Learning to detect Pneumonia in X-ray images

Using Pytorch to develop a Deep Learning framework to predict pneumonia in X-ray images

Jun 26, 2020
Tensorflow & Pytorch comparison with CIFAR10

The purpose of this notebook is to layout the typical workflow in a simple feed-forward classification problem using Tensorflow/Keras and Pytorch.

Jun 12, 2020
Loss Functions

Loss Functions used in Machine Learning and Deep Learning

Jun 5, 2020
Sports Video Classification

Predict the sports activity in a short video clip

May 21, 2020
Multi-label Image Classification

Desc - Movie genre classification using movie posters

May 19, 2020
Predict F1 Car Constructor from Image

Predict the constructor of the F1 car from its image (2017-2020 season)

May 18, 2020
Style Transfer using Neural Networks

Desc - Render F1 car images in the style of Picasso

May 18, 2020
Stochastic Gradient Descent

Demonstrate SGD - the essence of Machine Learning

May 17, 2020
Reference Material

Links / blogposts from influential ML developers

May 14, 2020
Fastpages Notebook Blog Post

A tutorial of fastpages for Jupyter notebooks.

Feb 20, 2020
An Example Markdown Post

A minimal example of using markdown with fastpages.

Jan 14, 2020