EFFRA Innovation Portal

Report on Pre-Normative and Standardization Activities

Project: STAR

Updated at: 29-04-2024

Digital Twins for Security and Safety-Initial version

Project: STAR

Updated at: 29-04-2024

An IIoT Platform For Human-Aware Factory Digital Twins

Project: STAR

Updated at: 29-04-2024

Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version

Project: STAR

Updated at: 29-04-2024

STAR Reference Architecture and Blueprints-Initial version

Project: STAR

Updated at: 29-04-2024

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

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

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

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

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

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

Active Learning for Automated Visual Inspection of Manufactured Products

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

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

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

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

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

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

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

Simulating crowd behaviour combining both microscopic and macroscopic rules

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

Visual Scene Analysis for Safety Zones Detection-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

Workers' Training Platform-Initial version

Project: STAR

Updated at: 29-04-2024

Anticipating human presence for safer worker - robot shared workspaces

Project: STAR

Updated at: 29-04-2024

Resources

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Report on Pre-Normative and Standardization Activities

Digital Twins for Security and Safety-Initial version

An IIoT Platform For Human-Aware Factory Digital Twins

Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version

STAR Reference Architecture and Blueprints-Initial version

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

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

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

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

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

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

Active Learning for Automated Visual Inspection of Manufactured Products

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

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

Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques

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

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

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

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

Extending factory digital Twins through human characterisation in Asset Administration Shell

Simulating crowd behaviour combining both microscopic and macroscopic rules

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

Visual Scene Analysis for Safety Zones Detection-Initial version

Reference Scenarios and Use Cases for AI in Manufacturing

Enriching Artificial Intelligence Explanations with Knowledge Fragments

Workers' Training Platform-Initial version

Anticipating human presence for safer worker - robot shared workspaces