VIII Cultural Heritage Seminar | Cultural Heritage. Goverment of Catalonia.

VIII Cultural Heritage Seminar

Days of cultural heritage

2024
VIII Cultural Heritage Seminar
Artificial intelligence applied to cultural heritage

October 17, 2024 | Auditorium of La Pedrera

Artificial Intelligence applied to Cultural Heritage 


We live in a world that is increasingly surrounded by new tools designed to make our work easier. ICTs can be found in our daily lives and artificial intelligence (AI) is a reality. Whether we are aware of it or not, AI is already part of our present and is the order of the day in all academic disciplines and professional fields. The culture and management of cultural heritage is not inherent to this reality. Everyone is talking about AI, and we have already timidly started to experiment with it. Have we ever asked ourselves: how can we use AI tools in the field of cultural heritage?
 
Many publications, studies and experiences around this phenomenon have appeared in a short period of time. AI is a tool that is growing exponentially and whose limits we do not yet know. It can help us to improve conservation techniques and diagnosis, increase the identification of objects and categories, monitor databases, contextualise heritage elements, create artistic works for different uses, obtain tools to increase accessibility and resources for a variety of audiences, or create new experiences for visitors.
 
Do we really know what we can do with AI in our facilities? The VIII Cultural Heritage Seminar will provide us with an understanding of what artificial intelligence is and its potential, while helping us to learn about various experiences today at national and international levels regarding the possible uses of AI in the culture and management of cultural heritage in Catalonia.

 

Program of the day


8.45 – 9.15 h | Registration
 
9.15 – 9.30 h | Institutional welcome
Marta Lacambra, General Director of La Pedrera, and Quim Borràs, General Director of Cultural Heritage at the Department of Culture.
 
9.30 – 10.15 h | Cultural heritage and AI: how not to lose focus at a time of accelerated change
Karma Peiró, journalist specialising in Information and Communication Technologies
 
This talk will examine what artificial intelligence is and what is not, as well as the transformative potential it can imply for cultural heritage. Over a very short period of time, this technology has shown us not only its friendliest side, but also its darkest. The session will serve to reflect critically on what are the best choices to make when attempting to apply AI, as well as the challenges it poses to us in the coming years.
                                            
10.15 – 10.20 h | Question time
 
10.20 – 10.50 h Coffee Break (Sala Gaudí)
 
10.50 – 11.20 h | Artificial intelligence in interpreting historical archival sources: avoiding misinformation when algorithms use reliable data
Josep Lladós Canet, Director of the Computer Vision Centre
 
The digital twin industry is based on generating virtual replicas of physical entities. It has been used in the Regional Archives Network of Catalonia to recreate documentary heritage. Thanks to reliable data stored in regional archives, the use of artificial intelligence allows these replicas to be created, avoiding the generation of unreliable or unverified knowledge. In collaboration with the Regional Archives Network, the Computer Vision Centre is working on new technological tools to bring documentary heritage closer to the public, making it more accessible and attractive.
                                            
11.20 – 11.25 h | Question time
           
11.25 – 11.55 h | Transforming a cultural institution into a space for civic innovation
Airí Dordàs Perpinyà, designer specialized in communication and social innovation, and Axel Gasulla Roglà, General Manager at Domestic Data Streamers.
 
Technology is becoming increasingly present in the cultural world. At Domestic Data Streamers, we have integrated technology and data in many different formats. Artificial intelligence presents us with new challenges and opportunities that can help us to transform cultural spaces and museums into places where conversations are generated. In this way, not only are the ideas of the creators taken into account, but visitors are also given a voice and their opinions become an important part of cultural heritage.

11.55 – 12.00 h | Question time
 
12.00 – 12.30 h | Artificial intelligence and cultural heritage: current applications and future perspectives
Hèctor A. Orengo, ICREA Research Professor at the Barcelona Supercomputing Centre
 
The past seven years have seen an exponential increase in studies dedicated to the application of methods from the field of artificial intelligence, especially so-called machine and deep learning, to identify, study and protect cultural heritage.
This presentation will explain how these types of algorithms work, examining the advantages and problems of their application to cultural heritage through practical examples.

 
12.30 - 12.35 h | Question time
 
12.35 – 13.05 h | Impossible ideas, feasible projects
Pep Casals, co-founder of Nubilum & Coeli Platform

How can we turn a priori impossible ideas into real projects? This presentation uses a set of practical cases to explore the strategies to meet the needs and increase the efficiency of teams in the heritage sector, highlighting how the implementation of artificial intelligence (AI) tools facilitates these successes and emphasising the application of professional judgement.
 
13.05 – 13.10 h | Question time
 
13.10 – 15.00 h | LUNCH BREAK (free time)
 
15.00 – 15.20 h | Through the mirror: an analysis of the heritage content created by GenAI
Xavier Rubio Campillo, Ramón y Cajal researcher at the Universitat de Barcelona and Director of the DIDPATRI (Didactics and Heritage) research group

Generative AI (GenAI) applications related to cultural heritage are becoming increasingly popular. Consulting information on historical facts, personalised itineraries for museum visits or the visual recreation of the past are just some of their current applications, but what heritage is reflected by these tools and how can we analyse the biases they generate? The preliminary results of a study to assess the dynamics of GenAI use in the context of cultural heritage will be presented in this talk.

 
15.20 – 15.40 h | Use of generative AI in public administrations: audio guides
J. Ignasi Bonet, innovation facilitator at CTTI

Generative AI has recently reached the whole of society. Initial tests have raised great expectations. Given that the results are apparently spectacular, an inevitable question arises: how can I use these tools? But they need to be tested before they can be used in public services.
One notable test that has been carried out is that of the automatic generation of audio guides. The aim is to evaluate the feasibility of an automatic solution that generates versions by language or audience, as well as generating the narration, in order to streamline the creation of audio guides at an affordable cost.

15.40 – 16.00 h | Small data, big models and the rewards of reasoning
Maria Cristina Marinescu, Professor at IQS and researcher at the National Supercomputing Center.
 
Areas that do not have a lot of data by AI standards, as is the case with cultural heritage, have generally been left out of the main guidelines for applied research. With the advent of large language models, a powerful tool for text generation has become available to everyone, such as for image descriptions. Do these models make other efforts to provide high quality metadata for cultural heritage images obsolete, or are there tasks where they can still be improved? What alternatives can complement the statistical approach on which these models are based for small data domains? We will illustrate our view in this regard through the lessons learned during our European project: Saint George on a Bike.
 
16.00 – 16.20 h | Didactic iconography in history and generative AI
Francesc Xavier Hernàndez, Professor of Social Science Teaching at the Universitat de Barcelona
 
Iconography is a key resource for approaching past in a comprehensive manner. The use of Computed-Generated Imagery (CGI) has made it possible to obtain images of high quality and at reasonable cost (3D, matte painting...). Generative AI now offers interesting additions to provide views of the past.
                                            
16.20 – 16.30 h | Question time
 
16.30 | Conclusion
Jordi Medina, Head of the Mediation Area of the Catalan Cultural Heritage Agency.


 

The speakers of this edition

Journalist specialising in Information and Communication Technologies
ICREA Research Professor at the Barcelona Supercomputing Centre
Co-founder of Nubilum & Coeli Platform
Ramón y Cajal researcher at the Universitat de Barcelona and Director of the DIDPATRI (Didactics and Heritage) research group
Dinamizador de innovación en el CTTI
Professor at IQS and researcher in the field of Semantic Technologies and Artificial Intelligence at the National Supercomputing Centre