Multimedia Knowledge and Social Analytics Lab
MKLab is part of the Information Technologies Institute.
Thessaloniki, Greece
Pinned Repositories
CUDA
GPU-accelerated LIBSVM is a modification of the original LIBSVM that exploits the CUDA framework to significantly reduce processing time while producing identical results. The functionality and interface of LIBSVM remains the same. The modifications were done in the kernel computation, that is now performed using the GPU.
FIVR-200K
FIVR-200K dataset from the "FIVR: Fine-grained Incident Video Retrieval" [TMM 2019]
greek-sentiment-lexicon
A lexicon to be used for sentiment analysis in Greek.
image-forensics
image-verification-corpus
This contains an evolving dataset of fake and real images shared in social media.
intermediate-cnn-features
Feature extraction from videos based on intermediate layers of a Convolutional Neural Network.
multimedia-indexing
A framework for large-scale feature extraction, indexing and retrieval.
ndvr-dml
Authors official Tensorflow implementation of the "Near-Duplicate Video Retrieval with Deep Metric Learning" [ICCVW 2017]
news-popularity-prediction
A set of methods that predict the future values of popularity indices for news posts using a variety of features.
visil
Authors official PyTorch implementation of the "ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning" [ICCV 2019]
Multimedia Knowledge and Social Analytics Lab's Repositories
MKLab-ITI/image-forensics
MKLab-ITI/visil
Authors official PyTorch implementation of the "ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning" [ICCV 2019]
MKLab-ITI/image-verification-corpus
This contains an evolving dataset of fake and real images shared in social media.
MKLab-ITI/ndvr-dml
Authors official Tensorflow implementation of the "Near-Duplicate Video Retrieval with Deep Metric Learning" [ICCVW 2017]
MKLab-ITI/FIVR-200K
FIVR-200K dataset from the "FIVR: Fine-grained Incident Video Retrieval" [TMM 2019]
MKLab-ITI/intermediate-cnn-features
Feature extraction from videos based on intermediate layers of a Convolutional Neural Network.
MKLab-ITI/greek-sentiment-lexicon
A lexicon to be used for sentiment analysis in Greek.
MKLab-ITI/pygrank
Recommendation algorithms for large graphs
MKLab-ITI/reveal-graph-embedding
Implementation of community-based graph embedding for user classification.
MKLab-ITI/fake-video-corpus
A dataset of debunked and verified user-generated videos.
MKLab-ITI/MyoWebToolkit
Web tools to do research with Myo
MKLab-ITI/mmdemo-dockerized
A set of services for monitoring of multiple social media platforms based on Docker.
MKLab-ITI/JGNN
A Fast Graph Neural Network Library written in Native Java
MKLab-ITI/multimedia-geotagging
Contains the implementation of algorithms that estimate the geographic location of media content based on their content and metadata. It includes the participation in the MediaEval Placing Task 2014.
MKLab-ITI/mklab-stream-manager
Monitors a set of social streams (e.g. Twitter status updates) and collects the incoming content.
MKLab-ITI/computational-verification
A framework for "learning" how to classify social content as truthful/reliable or not.
MKLab-ITI/easIE
easy Information Extraction: a framework for quickly and simply generating Web Information Extractors and Wrappers.
MKLab-ITI/decentralized-gnn
A library for implementing Decentralized Graph Neural Network algorithms.
MKLab-ITI/contextual-video-verification
Provides support to end users for verifying web videos using metadata and contextual signals.
MKLab-ITI/hackair-data-retrieval
Contains components for air quality data collection, image collection from Flickr and web cams, and image analysis for sky detection and localization.
MKLab-ITI/hugomklab
Lab's static website based on Hugo
MKLab-ITI/image-privacy
Implements a personalized machine learning approach for image privacy classification.
MKLab-ITI/gnn-tf
A TensorFlow framework for the definition and training of Graph Neural Network architectures on interoperable predictive tasks.
MKLab-ITI/pygrank-f
A forward-oriented programming variation of pygrank
MKLab-ITI/yamlres
Retrieving algorithm component combinations from online (or local) yaml resources.
MKLab-ITI/air-quality-tweets-de
MKLab-ITI/geotagged-tweets-japan-eq
MKLab-ITI/semantic-models
The SODALITE ontologies and examples
MKLab-ITI/semantic-reasoner
MKLab-ITI/ugnn
Universal Minimization on the Node Domain