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Daniel Magro's Projects

a-diphone-based-maltese-speech-synthesis-system icon a-diphone-based-maltese-speech-synthesis-system

This project was submitted as my Final Year Project for the University of Malta Bachelor of Science in Information Technology (Honours) (Artificial Intelligence) Degree. It is an implementation of a Text-to-Speech synthesis system for Maltese.

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CIS1054 - Principles of Web Application Architecture Assignment 2017

cps1012 icon cps1012

CPS1012 - Operating Systems and Systems Programming 1 Assignment 2017

csa1017 icon csa1017

CSA1017 - Data Structures and Algorithms 1 Assignment 2016

deep-learning-on-the-mnist-database icon deep-learning-on-the-mnist-database

This project was submitted for the Assignment component of the UoM ARI3214 - Introduction to Deep Learning unit. Simple FeedForward networks, CNNs and RNNs were trained to classify digits and Autoencoders were trained to compress images. Scikit-Optimize was also used to fine-tune hyper parameters.

desmos icon desmos

Improving the well-being of users on social networks through the blockchain technology.

docs icon docs

Oasis platform documentation

ics1015 icon ics1015

ICS1015 - Logic Programming Assignment 2017

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ICS1019 - Knowledge Representation and Reasoning Assignment 2017

kasparoop-chess icon kasparoop-chess

Task 2 of the 2017/18 CPS2004 - Object Oriented Programming assignment

kenny-the-hopper icon kenny-the-hopper

Kenny The Hopper, an Educational Platformer Game designed for the learning of sequences of steps, lists etc. This project was done in full fulfillment of ICS2211 - Foundations of Game AI with Nathan Galea, Luke Ellul, Stephanie Chetcuti and Kevin Tonna

legoopolis icon legoopolis

Task 1 of the 2017/18 CPS2004 - Object Oriented Programming assignment

lexactum icon lexactum

LEXACTUM (Lens EXtrActor CaTania University of Malta) was developed to explore new solutions for the Gravitational Lens Finding Challenge 1.0 (http://metcalf1.difa.unibo.it/blf-portal/gg_challenge.html), primarily those based on Convolutional Neural Networks (CNNs).

metric-computation icon metric-computation

Notebooks for computation of metrics from object detection and segmentation pre-trained models

mobile_mask_rcnn icon mobile_mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow for Mobile Deployment

mrcnn icon mrcnn

Object segmentation with Mask R-CNN

multilingual-emoji-prediction icon multilingual-emoji-prediction

This project was submitted for the Assignment component of the UoM LIN3012 - Data-Driven Natural Language Processing unit. A BiDirectional LSTM was used to solve the SemEval 2018 task of Emoji Prediction for multilingual text, namely tweets.

net icon net

genesis and configuration files for various akash networks

neural-network-from-first-principles icon neural-network-from-first-principles

This project was submitted for the Assignment component of the UoM CIS3187 - Business Intelligence unit. A Neural Network was implemented from First Principles (using matrix multiplication and error back propagation) to learn an arbitrary 5 bit input-3 bit output Binary Function

primer icon primer

An introduction on the Desmos world and how you can start playing with it

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