AI-based System for Cultural Heritage Objects Identification from Real Photos
Jan Fesl, Jiri Jelinek, Kateřina Horníčková, Zuzana Nevarilova, Michal Konopa, Marie Feslova · 2022 12th International Conference on Advanced Computer Information Technologies (ACIT) · 2022
Identification a specific object that is only partially depicted in digital photography is a non-trivial task that is currently being solved by several different commercial services. These services work for unidentified photographs, depicting different types of objects (e.g. people, animals, buildings, etc.), with a very different level of reliability. To identify specific architectural monuments from the field of cultural heritage, our team created a unique dataset and designed a multi-step identification scheme using advanced machine learning methods. Based on the initial verification, it can be stated that our solution shows the ability of specific object identification.