Sotirios Moschos's repositories
emotion-recognition-conversations
Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-based LSTM network
MHD-detection
MHD Detection in ECG signals in different types of MRI scanners
advanced-signal-processing
Homework assignments for advanced signal processing course, Auth spring semester 20-21
anonymization-pipeline
Anonymization pipeline (faces, license plates detection & blurring) of video frames utilizing various deep learning models, part of GRUBLES project
object-detection-metrics
Various metrics for object detection written from scratch
audio-genre-classification
Music genre classification done in two different ways: 1.Traditional ML and 2.Temporal feature integration/Fusion of decisions
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
complex-affect-dynamics
Analysis of emotion dynamics in dyadic conversations from 3 (self, partner, 5 external observers) annotation perspectives
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
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.
custom-dataset-generation
Custom dataset generation for image classification based on images downloaded from Google
deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Ecourses-database
Uni project for databases course (Online courses database), Auth winter semester 20-21
mmclassification
OpenMMLab Image Classification Toolbox and Benchmark
mmdetection
OpenMMLab Detection Toolbox and Benchmark
opendr
A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning
osem
Open Source Event Manager. An event management tool tailored to Free and Open Source Software conferences.
pattern-recognition-labs
Lab exercises and quizzes for Pattern Recognition course, Auth winter semester 20-21
retinaface
The remake of the https://github.com/biubug6/Pytorch_Retinaface
StackSample-analysis
Data analysis, preprocessing and feature engineering of StackSample dataset & development of 2 ML models (vanilla xgboost + LLM-based model) for tag prediction
wireless-sensor-network
Uni project for wireless sensor networks course (Fire detection in large forest areas), Auth winter semester 20-21