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Giorgos Tsalidis's Projects

big-data-analytics-labs icon big-data-analytics-labs

Labs on big data analytics course on cros-corellation, partial cros-corellation, autocorrelations, non linear autocorrelations , networks, Granger and Conditional Granger causality

boost-rocket icon boost-rocket

A game built with the Unity engine where its goal is to battle gravity and avoid obstacles to skillfully pilot your ship from a launch pad to a landing pad.

covid-19-image-gallery icon covid-19-image-gallery

Development of an application in Kubernetes cluster in order to display medical images concerning X-rays and CT scans of patients who are positive or suspected of COVID-19 or others viral and bacterial pneumonia (MERS, SARS and ARDS.)

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

dotnetupdater icon dotnetupdater

DotNetUpdater is a library which makes your Desktop .NET(winForm) C# application updatable

energy-predictor icon energy-predictor

Experimental data used to create regression models of appliances energy use in a low energy building. Applied cros-corellation, partial cros-corellation, autocorrelations, non linear autocorrelations , networks, Granger and Conditional Granger causality and dimensionality reduction

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

fuzzy-systems-computational-intelligence icon fuzzy-systems-computational-intelligence

The aim of this work is to explore the ability of models TSK in solving classification problems. Specifically, two data sets are selected from the UCI repository for the purpose of sorting, from the available data, samples in their respective classes, using vague neural models. The work consists of two parts, the first of which is intended for a simple investigation of the educational process and evaluation of TSK models, while the second includes a more systematic approach to the problem of data learning, combined with pre-processing steps such as feature selection and model optimization methods through cross validation (cross validation).

gastrointestinal-anomalies-detection-from-egg-signals icon gastrointestinal-anomalies-detection-from-egg-signals

The aim of the work is to detect abnormalities of gastric function through its analysis stomach electrical activity, as recorded by an original smart belt bearing suitable sensors. The work involves the development of a computational algorithm various features of EGG and then comparison of these features between Healthy people and people suffering from Parkinson's disease.

ifuse icon ifuse

A fuse filesystem to access the contents of iOS devices

ising-model-cuda icon ising-model-cuda

The evolution of an Ising model, in CUDA, in two dimensions for a given number of steps 𝑘.

kalman-filter icon kalman-filter

Assessment of three systems situations using Kalman filter.

machine-learning-in-r icon machine-learning-in-r

Classification with Decision trees, Naive Bayes, k-Nearest Neigbhors, SVMs, Data Processing(PCA), Clustering with k-Means, DBSCAN, GMMs etc

mlops-iris icon mlops-iris

Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps

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