Research Projects

Cocoa Disease Detection

A Convolutional Neural Network for performing single label image classification of cocoa infections

MiNet

Identification and categorisation of hand specimen images of minerals in seven classes

SigNet

A Deep Learning model to recognize traffic signs using the German Traffic Sign Recognition Dataset.

Pneumonia Classification

A Pytorch based Convolutional Neural Network for detecting pneumonia in frontal-view chext X-ray images.

Imbalanced classifcation

Leveraged Synthetic Minority Oversampling Technique (SMOTE) to balance the highly imbalanced plant seedlings dataset.