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Othmane Belhoussine's Projects

boid icon boid

A Neuroevolution simulation that combines both Neural Networks and Genetic Algorithms to play the game Flappy Bird.

coronavirus-simulation icon coronavirus-simulation

An online simulation showcasing the effects of the coronavirus on a given society, how it can spread within it, and how collective behavior can change the propagation of the virus.

machine-language-interpreter icon machine-language-interpreter

This is a machine language interpreter written in C, its purpose is translating a designed machine language and run it on a virtual machine.

moodzik icon moodzik

MoodZik is a web app that utilizes Machine Learning to analyze its user's face through their webcam, identify their current emotions, and compose music based on how they are feeling.

neuralnet icon neuralnet

A Machine Learning library for Neural Networks fully written in python. It supports multiple layers of neurons and offers a variety of activation functions, optimization algorithms, and utility functions.

research-mutations-sars-cov-2-proteome icon research-mutations-sars-cov-2-proteome

An academic research project that I worked on with a team of researchers in the United States.The goal was to explore how amino acid mutations affect the stability of the main protease of the COVID-19 proteome.

retinopathy icon retinopathy

A retinal fundus disease detection model that extracts blood vessels from high quality retinal fundus images and classifies them either as normal or diseased.

temporal-information-embedded-guidewire-tracking icon temporal-information-embedded-guidewire-tracking

Develop real-time system for guidewire detection, tracking & segmentation during surgery. Explore multiple guidewire tracking for complex procedures. Enhance efficiency, reduce surgical time & complications.

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