sotirismos/anonymization-pipeline
Anonymization pipeline (faces, license plates detection & blurring) of video frames utilizing various deep learning models, part of GRUBLES project
MEng ECE, MSc AI
Repositories
sotirismos/neetcode-submissions
My NeetCode.io problem submissions
sotirismos/emotion-recognition-conversations
Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-based LSTM network
sotirismos/virtual-reality-msc
Virtual reality course, Spring semester '25
sotirismos/awesome-greek-tech-jobs
A curated list of top-tier engineering and tech-business opportunities in the Greek market.
sotirismos/EEG-Conformer
EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
sotirismos/bci-signal-processing-msc
BCIs and biomedical signal processing course, Spring semester '25
sotirismos/advanced-signal-processing
Homework assignments for advanced signal processing course, Auth spring semester 20-21
sotirismos/games-ai-msc
This repository contains Unity C# scripts demonstrating various particle system dynamics and steering behaviors, including gravity-driven particles, 2D seek and pursue behaviors, repulsive forces, and flocking simulations. It serves as an interactive resource for learning physics-based movement and AI-driven behaviors in Unity.
sotirismos/deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
sotirismos/opendr
A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning
sotirismos/graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
sotirismos/Azure-Cognitive-Search-Azure-OpenAI-Accelerator
Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB
sotirismos/satori-pydantic-guild-presentation
Presentation on developers guild about Pydantic library. Done on Spring 2024 (while in Berlin).
sotirismos/MHD-detection
MHD Detection in ECG signals in different types of MRI scanners
sotirismos/wireless-sensor-network
Uni project for wireless sensor networks course (Fire detection in large forest areas), Auth winter semester 20-21
sotirismos/Ecourses-database
Uni project for databases course (Online courses database), Auth winter semester 20-21
sotirismos/osem
Open Source Event Manager. An event management tool tailored to Free and Open Source Software conferences.
sotirismos/computer-networks
Implementation of a virtual modem for the communication between my computer and an University server called "Ithaki". Project for Computer Networks 1 course, Auth
sotirismos/audio-genre-classification
Music genre classification done in two different ways: 1.Traditional ML and 2.Temporal feature integration/Fusion of decisions
sotirismos/pattern-recognition-labs
Lab exercises and quizzes for Pattern Recognition course, Auth winter semester 20-21
sotirismos/coursera_deep_learning_specialization
Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including transformers implementation) in TensorFlow.
sotirismos/custom-dataset-generation
Custom dataset generation for image classification based on images downloaded from Google
sotirismos/complex-affect-dynamics
Analysis of emotion dynamics in dyadic conversations from 3 (self, partner, 5 external observers) annotation perspectives
sotirismos/object-detection-metrics
Various metrics for object detection written from scratch
sotirismos/StackSample-analysis
Data analysis, preprocessing and feature engineering of StackSample dataset & development of 2 ML models (vanilla xgboost + LLM-based model) for tag prediction
sotirismos/mmdetection
OpenMMLab Detection Toolbox and Benchmark
sotirismos/mmclassification
OpenMMLab Image Classification Toolbox and Benchmark
sotirismos/retinaface
The remake of the https://github.com/biubug6/Pytorch_Retinaface