Wydział Fizyki Technicznej, Informatyki i Matematyki Stosowanej / Faculty of Technical Physics, Information Technology and Applied Mathematics / W7
Stały URI zbioruhttp://hdl.handle.net/11652/7
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Pozycja Towards Ontology-Driven Verification of Car Claims Settlement(Wydawnictwo Politechniki Łódzkiej, 2023) Pancerz, Krzysztof; Wolski, JacekIn the paper, we outline an intelligent tool enabling the users to automatize the process of verification of the car claims settlement. Two data sources power the tool. The first one is the source of car images in which damaged elements are recognized. The second one is the source of PDF files in which cost estimates are extracted. The designed ontology of car repair, described in the paper, is used both in the pre-processing step and in recognition of a typical situations.Pozycja Geometric Transformations Embedded into Convolutional Neural Networks(Wydawnictwo Politechniki Łódzkiej, 2016) Tarasiuk, Paweł; Pryczek, MichałThis paper presents a novel extension to convolutional neural networks. While CNNs are known for invariance to object translation, changes to the other parameters could make the image recognition tasks diffcult – that includes rotations and scaling. Some improvement in this area could be achieved with embedded geometric transformations used inside the CNNs. In order to provide a practical solution, which allows fast propagation and learning of the modified networks, “fast geometric transformations” are introduced.