Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

Optic Disc and Optic Cup Segmentation using 57 layered deep convolutional neural network

Code repo for "Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution" (ECCVW AIM2020).

Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment

Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks

Animal Identification with Deep Convolutional Neural Networks and fast.ai library

A Deep Learning based Facial Emotion Recognition in python.

Metal Surface Defect Inspection through Deep Convolution Neural Network

Fully automatic technique for fetal brain segmentation using deep convolutional neural network

Fine-Grained Visual Classification on Stanford Cars Dataset

Spatial Pyramid Pooling layer implemented in NumPy and Tensorflow

Deep Reinforcement learning based tumour localisation

COVID-19 diagnosis using Chest-x rays using Deep Convolutional Neural Networks in Pytorch using limited resources

Automatic Image Orientation using Deep Learning

Protein localization in cell microscopy images Kaggle competition

EraGenes is basically the combination of two latin words Era means age and Genes means gender. This project is basically about Extracting the basic key features from Human faces in Real time.

Master Thesis on Protein Contact Prediction

Python data engineering and machine learning code to train a deep generative adversarial network to create magic symbols

Personal projects

Code for our paper "Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention Mechanism", by I. Gkartzonika, N. Gkalelis, V. Mezaris, presented and included in the Proceedings of the ECCV 2022 Workshop on Vision with Biased or Scarce Data (VBSD), Oct. 2022.