Asset Type
As a Service
ZooProcess Multiple Classifier
An AI module to differentiate images containing multiple zooplankton objects from those containing only one object
AI Assets related to #Classification
Asset Type
Dataset
Blaze Fire Classification – Segmentation Dataset
The Aristotle University of Thessaloniki (hereinafter, AUTH) created the following dataset, entitled ‘Blaze’, within the context of the project TEMA that was funded by the European Commission-European Union [Grant Agreement number: 101093003; start date: ...
Environment monitoring in Mali conflict areas
North and Central Mali entail the country’s highest prevalence of vulnerable communes siting at the intersection of chronic vulnerability, food insecurity, and armed conflict. Humanitarian and development programs are faced with diverse challenges in the ...
Asset Type
Docker container
TagMyOutfit
Tag-My-Outfit is a classifier that predicts the category and the attributes of a piece of clothing viewed in a given image. It is containerized and gRPC enabled so that it can be used standalone or in a pipeline using AI4EU experiments platform.
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License
Asset Type
ML Model
Document Images Classification
A computer vision tool specifically designed to automate the classification of visual documents.
@ Intelligent Systems Lab - Ioannis Mollas
Asset Type
Docker container
LioNets v2
A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information
@ Intelligent Systems Lab - Ioannis Hatziarapis
Asset Type
Executable
LionForests Bot
Interactive dialogue between user-machine learning model via explanations
@ Intelligent Systems Lab - Ioannis Mollas
Asset Type
Jupyter Notebook
LioNets on Time Series
LioNets technique applied to the Turbofan Engine Degradation Simulation dataset (time-series data) LioNets on Time Series
Asset Type
Docker container
Fraunhofer uncertainty metrics for classification tasks
Dockerized AI4EU Acumos component for uncertainty estimation for classification networks
Daniele Fadda, CNR
Asset Type
Jupyter Notebook
LORE
LORE (LOcal Rule-based Explanations) is a model-agnostic explanator for tabular data
@ Intelligent Systems Lab - Ioannis Mollas
Asset Type
Jupyter Notebook
LioNets
LioNets: Local Interpretations Of Neural Networks through Penultimate Layer Decoding
Education resources related to #Classification
AI for NDM Challenge
Natural Disaster Management (NDM) is a complex task, requiring a plethora of different methods to facilitate it. Artificial Intelligence (AI) can be instrumental in this cause, by providing quick and reliable solutions to many problems related to NDM, suc...
Using Artificial Intelligence and Aerial Robots for defect detection and segmentation in Industrial Inspection of Viaduct
This short course on Deep Learning and Computer Vision for Industrial Infrastructure Inspection offers a comprehensive overview and in-depth presentation of various computer vision and deep learning challenges encountered during the inspection of industri...
Bayesian Learning Lecture
Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML). Its applications span and revolutionize almost every human activity: -Autonomous Systems (cars, drones, vessels...
Distance-based Classification Lecture
Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML). Its applications span and revolutionize almost every human activity: -Autonomous Systems (cars, drones, vessels...
Introduction to Machine Learning Lecture
Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML). Its applications span and revolutionize almost every human activity: -Autonomous Systems (cars, drones, vessels...