Brendan Ciecko, Cuseum, United States
Published paper: Examining the Impact of Artificial Intelligence in Museums
Artificial Intelligence. It’s a concept that holds lots of promise, generates endless buzz, and is starting to make its way into everyday life. In 2015, artificial intelligence went mainstream, and undoubtedly, in 2016, we will begin to see an increase in experimentation within the cultural space.
In this presentation, we’ll explore some of AI’s most powerful uses related to machine learning and its impact on galleries, libraries, archives, and museums in the areas of collections, ticketing, and attendance data.
We’ll also examine machine vision; a computer’s ability to understand what it is seeing. Machine vision can be used to inspect and analyze images. Imagine being able to classify all of your visual objects with the flip of a switch (actually, a few lines of code).
We’ll explore real examples of machine learning on the following topics:
-Identifying subject matter
-Exacting color composition
-Recognizing similarity and patterns
Machine learning and vision are very powerful tools and are more accessible than ever before. In the hands of museums, these technologies will inevitably lead to interesting discoveries, rich data, and new paths into your collection.
The research that we've conducted and covered has been widely distributed, and recognized by Microsoft's Research division (internally amongst Microsoft teams, and externally distributed to 328K followers)