geolek Goto Github PK
Name: Georgios Lekkas
Type: User
Bio: Bachelor's physics graduate. Master's student in Computer Science. Passionate for open science projects and continuous learning. Data science & AI enthusiast.
Location: Greece
Georgios Lekkas's Projects
arrhythmia-detection-using-2d-cnn
An endeavor to create an arrhythmia detection model using 2D CNN
computer-vision-for-schizophrenia-detection
An endeavor to create a Computer Vision project to detect Schizophrenia patients among Healthy Controls from fMRI data using 2D, 3D & 4D CNNs and a hybrid 3D CN + RNN (LSTM) model.
emotion-detection-project
An endeavor to create an Emotion Detection Project through text data using a 3-mechanism hybrid model (Transformer Neural Networks, Fuzzy Systems & Evolutionary Algorithms)
frea-facial-recognition-and-emotion-analysis
An endeavor to create a Facial Recognition and Emotion Analysis Project
gpu-availability-check-working-env
This mini repo is to check your GPU availability with pycuda, pytorch and tensorflow. Also, I share a working conda environment to get you started with your GPU.
gym-database-project
We create a relational database for Gyms in a city using MySQL. Entity - Relationship Model (ERM) is created via draw.io and Entity - Relationship Diagram (ERD) is created via MySQL Workbench.
statistical-concepts-and-ml-algorithms
# Statistical-Analysis-of-Cardiovascular-Disease-Factors With this project we will dive in the world of statistics and explore various statistical concepts.
transforming-1-d-machine-learning-problems-to-2-d-towards-using-convolutional-neural-networks
This is an endeavour to transform 1D Machine Learning problems to 2D towards using Convolutional Neural Networks.
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