nepiskopos

2d-conduction-heat-parallel

2D Heat Conduction Simulation with Jacobi equation utilizing Parallel Processing through MPI, OpenMP and CUDA.

blocks-world

Artificial intelligence automated planning and scheduling.

children_privacy_protection

Machine learning pipeline for hiding small children faces in pictures to conceal their identity and protect their privacy.

dense-vs-cnn

Fully-connected vs Convolutional neural networks for multi-class image classification

image-classification-textural-features

Pattern recognition image classification using textural features.

simple_face_detection

Simple face detection algorithms evaluation.

simple_ids_with_flwr_dnp3

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Flower framework.

simple_ids_with_flwr_iec104

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Flower framework.

simple_ids_with_tff

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the TensorFlow Federated framework.

yoloface

Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)

nepiskopos/simple_ids_with_tff

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the TensorFlow Federated framework.

nepiskopos/simple_ids_with_flwr_iec104

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Flower framework.

nepiskopos/children_privacy_protection

Machine learning pipeline for hiding small children faces in pictures to conceal their identity and protect their privacy.

nepiskopos/dense-vs-cnn

Fully-connected vs Convolutional neural networks for multi-class image classification

nepiskopos/simple_face_detection

Simple face detection algorithms evaluation.

nepiskopos/simple_ids_with_flwr_dnp3

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Flower framework.

nepiskopos/yoloface

Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)

nepiskopos/california-housing-regression

Machine Learning and Deep Learning techniques for regression.

nepiskopos/cnn-svhn-basic

Convolutional Neural Networks for classification with the SVHN dataset.

nepiskopos/dnn-mnist-basic

Fully connected Neural Networks for classification with the MNIST database.

nepiskopos/duplicate-questions-detection-lsh

Knowledge extraction through Data Analysis, including Locality Sensitive Hashing (LSH).

nepiskopos/federated

A framework for implementing federated learning

nepiskopos/federated-learning-lib

A library for federated learning (a distributed machine learning process) in an enterprise environment.

nepiskopos/flower

Flower: A Friendly Federated Learning Framework

nepiskopos/how_the_world_feels

Query News API for a topic and perform sentiment analysis.

nepiskopos/nameCreator

A name generator made in python. Generates names by gender and language.

nepiskopos/neural-template-gen

nepiskopos/predict-missing-positive-word

API-based ML application which predicts a missing word in a sentence which gives the sentence a positive vibe.

nepiskopos/py7zr

7zip in python3 with ZStandard, PPMd, LZMA2, LZMA1, Delta, BCJ, BZip2, and Deflate compressions, and AES encryption.

nepiskopos/recent-data-analysis-set-1

Data analysis and presentation for performance evaluation and comparison of a set of systems developed as part of the RE-CENT project.

nepiskopos/simple_face_alignment

Simple face alignment algorithms evaluation.

nepiskopos/spark-fraud-detection

Fraudulent job advertising analysis and detection using Spark, PySpark and Python Machine learning.

nepiskopos/SparseLSH

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

nepiskopos/string-matching

String matching and edit stistance in DNA strings in Molecular Biology problems.

nepiskopos/string-pattern-search

String k-mer pattern search in DNA strings in Molecular Biology problems.

nepiskopos/templates_to_language_evaluation

Evaluation of and comparison between different models for natural language sentence generation from from structured data

nepiskopos/tf.keras-vggface

Here you can find the modl from rcmalli converted to tf.keras.

nepiskopos/tgen

Statistical NLG for spoken dialogue systems

nepiskopos/wiki2bio

Code for AAAI2018 paper "Table-to-text Generation by Structure-aware Seq2seq Learning"

nepiskopos/yoloface-1

Yolov5 Face Detection