GitHub

Python translation of the Matlab tutorials in CSYS5030 - Information Theory and Self Organisation

This project corresponds to one of the capstone projects unit of the Master of Complex Systems at USyd. I 'translated' almost all the tutorials, originally written in Matlab, into Python. The ...
GitHub

GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.

GCA-ROM requires pytorch, pyg, matplotlib, scipy and h5py. They can be easily installed via pip or conda. In the notebook folder, one can find the *.ipynb files ...
IEEE

Faster Region Based Convolutional Neural Network and VGG 16 for Multi-Class Tyre Defect Detection

Abstract: This paper intends to create a deep-learning architecture for training models over various defective tyre images until it has achieved intelligence to distinctly classify multi-class tyre ...