Pinned Repositories
aac
The work aims to implement an Advanced Audio Coding (AAC) encoder/decoder. Variations of the AAC are used by many international standards such as MPEG-2, MPEG-4, H.264 etc.
classification
Classification of the MNIST dataset using various Deep Learning techniques
game_theory
These are some MATLAB implementations of functions related to Game Thory such as MinMax, Nash and Backwards Induction, which are applied in some exercises.
game_theory_spatial_PD
This script is a simulation of Martin A. Nowak and Robert M. May paper about "Evolutionary Games and Spatial Chaos" 1992.
gans
Generative Adversarial Networks in PyTorch
pyfeats
Open source software for image feature extraction.
pymil
Multiple Instance Learning in PyTorch
pyssl
Self-Supervised Learning in PyTorch
u-net
U-NET implementation for Image Segmentation
yolov5_prune
YOLOv5 pruning on COCO Dataset
giakoumoglou's Repositories
giakoumoglou/pyfeats
Open source software for image feature extraction.
giakoumoglou/pyssl
Self-Supervised Learning in PyTorch
giakoumoglou/classification
Classification of the MNIST dataset using various Deep Learning techniques
giakoumoglou/game_theory
These are some MATLAB implementations of functions related to Game Thory such as MinMax, Nash and Backwards Induction, which are applied in some exercises.
giakoumoglou/game_theory_spatial_PD
This script is a simulation of Martin A. Nowak and Robert M. May paper about "Evolutionary Games and Spatial Chaos" 1992.
giakoumoglou/aac
The work aims to implement an Advanced Audio Coding (AAC) encoder/decoder. Variations of the AAC are used by many international standards such as MPEG-2, MPEG-4, H.264 etc.
giakoumoglou/gans
Generative Adversarial Networks in PyTorch
giakoumoglou/u-net
U-NET implementation for Image Segmentation
giakoumoglou/pymil
Multiple Instance Learning in PyTorch