EFFRA Innovation Portal

STAR Reference Architecture and Blueprints-Initial version

Project: STAR

Updated at: 29-04-2024

Digital Twins for Security and Safety-Initial version

Project: STAR

Updated at: 29-04-2024

Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing

Project: STAR

Updated at: 29-04-2024

Knowledge graph-based rich and confidentiality preserving ExplainableArtificial Intelligence (XAI)

Project: STAR

Updated at: 29-04-2024

An IIoT Platform For Human-Aware Factory Digital Twins

Project: STAR

Updated at: 29-04-2024

Assessing human-centricity in AI enabled manufacturing systems: a socio-technical evaluation methodology

Project: STAR

Updated at: 29-04-2024

Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Project: STAR

Updated at: 29-04-2024

Active Learning for Automated Visual Inspection of Manufactured Products

Project: STAR

Updated at: 29-04-2024

Human-Centric Industrial Augmented Reality: Requirements and Design Guidelines for Usability

Project: STAR

Updated at: 29-04-2024

Visual Quality Control via eXplainable AI and the Case of Human in the AI Loop

Project: STAR

Updated at: 29-04-2024

Dissemination and Communication Activities-Final version

Project: STAR

Updated at: 29-04-2024

Report on Integration and Collaboration with AI4EU-Final version

Project: STAR

Updated at: 29-04-2024

Integrated STAR Platform-Initial version

Project: STAR

Updated at: 29-04-2024

Market Platform and VDIH Services Specification

Project: STAR

Updated at: 29-04-2024

Simulating crowd behaviour combining both microscopic and macroscopic rules

Project: STAR

Updated at: 29-04-2024

Active learning and novel model calibration measurements for automated visual inspection in manufacturing

Project: STAR

Updated at: 29-04-2024

Extending factory digital Twins through human characterisation in Asset Administration Shell

Project: STAR

Updated at: 29-04-2024

Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.

Project: STAR

Updated at: 29-04-2024

Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques

Project: STAR

Updated at: 29-04-2024

Safety and Security Certification Programme for AI Services in Manufacturing-Initial version

Project: STAR

Updated at: 29-04-2024

On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects

Project: STAR

Updated at: 29-04-2024

XAI-KG: knowledge graph to support XAI and decision-making in manufacturing

Project: STAR

Updated at: 29-04-2024

A Perfect Match: Deep Learning Towards Enhanced Data Trustworthiness in Crowd-Sensing Systems

Project: STAR

Updated at: 29-04-2024

Visual Scene Analysis for Safety Zones Detection-Initial version

Project: STAR

Updated at: 29-04-2024

Workers' Training Platform-Initial version

Project: STAR

Updated at: 29-04-2024

Reference Scenarios and Use Cases for AI in Manufacturing

Project: STAR

Updated at: 29-04-2024

Enriching Artificial Intelligence Explanations with Knowledge Fragments

Project: STAR

Updated at: 29-04-2024

Highlighting Embeddings’ Features Relevance Attribution on Activation Maps

Project: STAR

Updated at: 29-04-2024

Anticipating human presence for safer worker - robot shared workspaces

Project: STAR

Updated at: 29-04-2024

Predicting Operators’ Fatigue in a Human in the Artificial Intelligence Loop for Defect Detection in Manufacturing

Project: STAR

Updated at: 29-04-2024

Resources

Selected filters:

STAR Reference Architecture and Blueprints-Initial version

Digital Twins for Security and Safety-Initial version

Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing

Knowledge graph-based rich and confidentiality preserving ExplainableArtificial Intelligence (XAI)

An IIoT Platform For Human-Aware Factory Digital Twins

Assessing human-centricity in AI enabled manufacturing systems: a socio-technical evaluation methodology

Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Active Learning for Automated Visual Inspection of Manufactured Products

Human-Centric Industrial Augmented Reality: Requirements and Design Guidelines for Usability

Visual Quality Control via eXplainable AI and the Case of Human in the AI Loop

Dissemination and Communication Activities-Final version

Report on Integration and Collaboration with AI4EU-Final version

Integrated STAR Platform-Initial version

Market Platform and VDIH Services Specification

Simulating crowd behaviour combining both microscopic and macroscopic rules

Active learning and novel model calibration measurements for automated visual inspection in manufacturing

Extending factory digital Twins through human characterisation in Asset Administration Shell

Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.

Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques

Safety and Security Certification Programme for AI Services in Manufacturing-Initial version

On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects

XAI-KG: knowledge graph to support XAI and decision-making in manufacturing

A Perfect Match: Deep Learning Towards Enhanced Data Trustworthiness in Crowd-Sensing Systems

Visual Scene Analysis for Safety Zones Detection-Initial version

Workers' Training Platform-Initial version

Reference Scenarios and Use Cases for AI in Manufacturing

Enriching Artificial Intelligence Explanations with Knowledge Fragments

Highlighting Embeddings’ Features Relevance Attribution on Activation Maps

Anticipating human presence for safer worker - robot shared workspaces

Predicting Operators’ Fatigue in a Human in the Artificial Intelligence Loop for Defect Detection in Manufacturing