Results

What We Have Achieved

Track our project deliverables, conference proceedings, and scientific publications –
the formal outputs of the InnovAIte Slovakia consortium across all eight Work Packages.

Deliverables
Proceedings
Articles

Deliverables

Project Deliverables

Formal outputs organized by Work Package. Documents marked as Available and Ongoing can be downloaded directly.

Work packages
WP1
Project management
WP2
Communication & dissemination
WP3
Cross-domain AI  
WP4
AI-driven buildings
WP5
AI-driven video
WP6
AI-driven software
WP7
AI-driven insurance
WP8
AI-infused prototypes

Work Package 1

Project Management

D1.1
Project Management Board (PMB) meetings
RESTRICTED Gratex · M2, per M3 · Meeting records
D1.2
Scientific Board (SB) meetings
RESTRICTED Gratex · M8, per M3 · Meeting records
D1.3
Data Management Plan and implementation report
RESTRICTED Gratex · M6, M30 · Document, report
D1.4
Plan for Knowledge Sharing and Ensuring Excellence
UPCOMING Gratex · M24, M30 · Document, report
D1.5
Action Plan for International Networking
AVAILABLE Gratex · M12, M30 · Document, report

Work Package 2

Communication & Dissemination

D2.1
Internal Communication Plan and Dissemination Strategy
RESTRICTED Gratex · M4 · Document, report
D2.2
Project website established with news published
AVAILABLE Gratex · M4 · innovaite.sk
D2.3
Expert conferences and project presentations
ONGOING CVTI · M9–M30 · Conference reports, recordings
D2.4
E-newsletters
ONGOING CVTI · M5–M30 · Newsletter archive
D2.5
Press releases
AVAILABLE CVTI · M3 · Report delivery
D2.6
Summary Articles
ONGOING CVTI · M9–M30 · Articles delivery
D2.7
Project Sustainability and Technology Transfer Plans
RESTRICTED Gratex · M24 · Strategic plan
D2.8
Promotional materials
ONGOING CVTI · M9–M30 · Materials created and distributed

Work Package 3

Cross-Domain AI Research Initiative

D3.1
Ethical AI Guidelines
UPCOMING Gratex, IT4I@VSB · M16 · Document, report
D3.2
Bias Mitigation Toolkit
UPCOMING UK BA, IT4I@VSB · M24 · Report
D3.3
Explainability Handbook
UPCOMING IT4I@VSB, Asseco · M30 · Publication
D3.4
Industry-Ready AI Models
UPCOMING IT4I@VSB, Gratex · M30 · Report
D3.5
Ethical Interaction Design Guidelines
UPCOMING IT4I@VSB, Asseco · M30 · Publication

Work Package 4

Sustainable Energy Strategy with AI

D4.1
First requirements and implementation plan
AVAILABLE SvF STU BA · M8 · Report, publication
D4.2
Second year research and development report
UPCOMING IT4I@VSB · M16 · Report, publication
D4.3
Validation of researched methodology solutions
UPCOMING SvF STU BA · M24 · Report, data assessment
D4.4
Final report
UPCOMING SvF STU BA · M24 · Real-world review and validation

Work Package 5

AI-Video Driven Building and Road Safety

D5.1
Tools and methods for synthetic data generation
AVAILABLE IT4I@VSB · M8 · Report, data
D5.2
Frameworks for synthetic data generation
UPCOMING IT4I@VSB · M24 · Software, report, data
D5.3
Algorithms, tools and methods for increasing traffic safety
UPCOMING CANEX · M24 · Report
D5.4
Multi-source processing model for efficient AI evaluation
UPCOMING CVTI · M24 · Journal publication
D5.5
Device Selection Report
AVAILABLE Optima Ideas · M8 · Report
D5.6
Safety Algorithm Suite and Data Protection Protocol
UPCOMING Optima Ideas · M24 · Technical documentation, codebase
D5.7
Anomaly Detection and Prediction Tool for Time Series
UPCOMING Asseco CE · M24 · Technical documentation, codebase

Work Package 6

Automating Software Development with AI

D6.1
Formalized approach for processing software analysis artifacts
UPCOMING Asseco CE · M24 · Document, codebase
D6.2
Software tools for producing and modifying software models
UPCOMING Asseco CE · M24 · Technical documentation, codebase
D6.3
Report on submitting sensitive source code and data to AI models
UPCOMING Gratex · M24 · Report
D6.4
Tools for software system maintenance
UPCOMING Gratex· M24 · Technical documentation, codebase
D6.5
Algorithms for AI-based software test and test data generation
UPCOMING Gratex · M24 · Technical documentation, codebase

Work Package 7

AI-Driven Insurance Operations

D7.1
Ethical guidelines with data collection plan and synthetic data strategy
UPCOMING Asseco CE · M18 · Guidelines
D7.2
Comprehensive dataset with cleaned data
UPCOMING Asseco CE · M18 · Dataset
D7.3
Trained models with evaluation metrics
UPCOMING Asseco CE · M24 · Code
D7.4
Deployed models and testing protocol
UPCOMING Asseco CE · M24 · Protocol
D7.5
Continuous monitoring protocol and update mechanism
UPCOMING Asseco CE · M24 · Protocol

Work Package 8

AI-Infused Prototypes and Tangible Advancements

D8.1
Commercialization Potential Report
UPCOMING Gratex · M25 · Report
D8.2
Startup Ownership Agreement
UPCOMING Gratex · M25 · Report
D8.3
Customization and Optimization Support Framework
UPCOMING Asseco CE · M25 · Report
D8.4
WP4: Prototype of System Design
UPCOMING IT4I@VSB · M25 · Documentation
D8.5
WP5: Integrated Prototype System Design
UPCOMING Optima Ideas · M25 · Design documentation, architectural diagrams
D8.6
WP5: Functional Prototype System
UPCOMING Optima Ideas · M25 · Prototype SW/HW
D8.7
WP5: Generation of synthetic data
UPCOMING IT4I@VSB · M25 · Software, data, documentation
D8.8
WP6: Tools for software system development and maintenance
UPCOMING Gratex · M25 · SW documentation
D8.9
WP7: Trained models
UPCOMING Asseco · M25 · Prototype SW

Proceedings

Insights That Move Ideas Forward

Conference proceedings collecting insights, speakers and outcomes from each InnovAIte event.

2nd InnovAIte Conference Proceedings

Proceedings of the 2nd InnovAIte Conference titled "AI Synergy: Connecting Research, Industry, and Regional Innovation
Learn more
>>

Kick-off conference Proceedings

Download the official proceedings from the InnovAIte Slovakia Kick-off Conference, featuring key insights, topics, and outcomes from the event.
Download
>>

Articles

Research Paper Highlights

Peer-reviewed scientific output produced by the InnovAIte Slovakia consortium.

Synthetic-to-real deep learning for identity card segmentation and line-based geometric rectification

AUTHORS: Svobodova, Strakos, Riha, Postava, Fördös, Silber
Learn more
>>

Dynamic sparkle rendering: photorealistic real-time visualization of glittering surfaces in interactive scenarios

AUTHORS: Ďurikovič, Kica, Mihálik 
Learn more
>>

Building Information Modeling: A Case Study of the Natural History Museum in Bratislava

AUTHORS:  Erdélyi, Funtík, Honti, Marčiš
Learn more
>>

Review of Public Property Insurance Systems and the Use of AI in Selected EU Countries

AUTHORS: Krajčo, Jakubčinova, Zinnikus
Learn more
>>

Customer perception of AI-supported communication in insurance: a Rapid Review

AUTHORS: Jašková, Kráľová
Learn more
>>

Decentralized Privacy-Preserving Federated Learning of Computer Vision Models on Edge Devices

AUTHORS: Harenčák, Gajdošech, Madaras
Learn more
>>

Detecting 3D Line Segments for 6DoF Pose Estimation with Limited Data

AUTHORS: Mok, Gajdošech, Mesároš, Madaras, Kocur
Learn more
>>

Billboard in Focus: Estimating Driver Gaze Duration from a Single Image

AUTHORS: Pizarroso, Berger Haladová, Černeková, Kocur
Learn more
>>

Image Stitching Methods for Enhanced Multicamera Computer Vision

AUTHORS: Cymbalak, Vápeník, Korének
Learn more
>>

Legal, Economic and Ethical Limits and Challenges of Artificial Intelligence in Human Resource Management

AUTHORS: Bobíková, Břečka, Babič
Learn more
>>

Efficient and Explainable 3D CNNs for Alzheimer's MRI Diagnosis

AUTHORS: Ropjak, Cernekova
Learn more
>>

Are Minimal Radial Distortion Solvers Really Necessary for Relative Pose Estimation?

AUTHORS: Kocur, Tzamos, Ding, et al.
Learn more
>>

RePoseD - Efficient Relative Pose Estimation With Known Depth Information

AUTHORS: Ding, Kocur, Vavra, et al.
Learn more
>>

Efficient vision-based vehicle speed estimation

AUTHORS: Macko, Gajdošech, Kocur
Learn more
>>

Practical solutions to the relative pose of three calibrated cameras

AUTHORS: Tzamos, Kocur, Ding, et al.
Learn more
>>

Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition

AUTHORS: Suppa, Zahradník
Learn more
>>

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