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2019-pixel-privacy-task

This task develops image enhancement approaches that project user privacy. Specifically, it is dedicated to creating technology that invisibly changes or visibly enhances images in such a way that it is no longer possible to automatically infer the location at which they were taken.

aclnet_pytorch

An implementation of ACLnet in PyTorch.

bfp

Breast cancer Federated Project

challenge

The repo for the FeTS Challenge - 2024

classification

clustering

code_snippets

concealed_fgsm_perturbations

cron-jobs

A site developped for the comparison of VCF files

egocentric-2016-saliency

Research on the prediction of visual saliency in egocentric vision.

federated-hcm-diagnosis

A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hypertrophic cardiomyopathy.

final_r_project

flower

Flower - A Friendly Federated Learning Framework

hand_synergies_study

image_processing

Final Project for the Course in Image Processing

linardos.github.io

Portfolio site at:

mammofl

model-selection

modnet

A Modular Neural Network applied on hierarchical classification of ImageNet data

mrnet

Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet

nn-from-scratch

Implementing a Neural Network from Scratch

nvflare_trial

pca

performance_programming

primia

PriMIA: Privacy-preserving Medical Image Analysis

pytorch

rsis

Recurrent Neural Networks for Semantic Instance Segmentation

salbce

SalGAN implementation with pytorch trained on [DHF1K, LEDOV, SALICON] using [BCE, Adversarial] loss.

salema

Simple vs complex temporal recurrences for video saliency prediction (BMVC 2019)

saliency-salgan-2017

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks