HERITAGE SCIENCE AUSTRIA 2.0
LEGION
machine LEarninG-enabled Identification of archaeological Objects in the middle daNube river basin.
Decoding the history of Roman Carnuntum through automated classification of common ware pottery using cutting-edge Machine Learning.
EXPLORE PROJECTProject News
22 May 2026
Workshop: Digital Frontiers
Dominik Hagmann presented "Reflections on AI Applications in Austrian Roman Archaeology" at the Digital Frontiers workshop, highlighting LEGION's Human-in-the-Loop approach, legacy data digitization, and the transparent, ethical use of Generative AI.
11 May 2026
MLA2S Networking Seminar
Dominik Hagmann and Irene Ballester-Campos presented LEGION at the 9th Networking Seminar of the MLA2S platform, highlighting AI-enabled identification of archaeological objects from Carnuntum.
Event Details →
7 April 2026
MAIA General Meeting
Dominik Hagmann hosted the Second General Meeting of the MAIA COST Action in Hainburg, focusing on managing AI in archaeological research through interdisciplinary collaboration.
Full Report →Coming Soon
First Data Release
We are currently preparing the first batch of digitised archaeological drawings for public release.
Fragmented Knowledge & Data Overload
The Manual Bottleneck
Traditional classification of everyday ceramics is too slow for massive, fragmented archaeological datasets. Huge amounts of data remain unassessed.
Untapped Data Points
Tens of thousands of technical 2D find drawings remain unclassified and unintegrated due to the sheer volume of material.
Some finds are more equal than other finds
Funding for mass finds is often restricted. Automated solutions are required to bridge this gap.
AI-Enabled Archaeology
LEGION introduces a Semi-supervised Computer Vision Pipeline leveraging thousands of historical documents for deep material insight.
Hybrid Data Input
Processing over 70,000 2D drawings alongside their comprehensive archaeological metadata.
Human-in-the-Loop (HITL)
eXplainable AI (XAI) ensures results are validated by experts to remain archaeologically robust.
Open Source Integration
Fully open-source solutions hosted on GitHub, ensuring long-term accessibility and transparency for the global research community.
New Socio-Economic Insights & AI Tools
Local Production & Trade
Revealing complex patterns in local production and tracking trade trends across the entire Middle Danube River Basin.
New Typochronology
Establishing a completely new, data-driven typochronology of Roman Common Ware based on large scale analysis.
Free & Open-Source Classification Tool
A user-friendly, open-source tool built for rapid, automated typochronological dating with >90% classification accuracy.
Experts Behind LEGION
The LEGION project is a multi-disciplinary collaboration bridging the gap between archaeological expertise and advanced computational methods.
We are always looking for collaboration and feedback. Reach out to the project lead for inquiries regarding data, methodology, or partnership opportunities.
