no code implementations • 11 Aug 2023 • Jan Krupiński, Maciej Wielgosz, Szymon Mazurek, Krystian Strzałka, Paweł Russek, Jakub Caputa, Daria Łukasik, Jakub Grzeszczyk, Michał Karwatowski, Rafał Fraczek, Ernest Jamro, Marcin Pietroń, Sebastian Koryciak, Agnieszka Dąbrowska-Boruch, Kazimierz Wiatr
The research sheds light on the significance of CNN-based IQA in computer-aided cytology diagnosis for animals, enhancing the accuracy of disease classification.
no code implementations • 21 Jul 2023 • Krystian Strzałka, Szymon Mazurek, Maciej Wielgosz, Paweł Russek, Jakub Caputa, Daria Łukasik, Jan Krupiński, Jakub Grzeszczyk, Michał Karwatowski, Rafał Frączek, Ernest Jamro, Marcin Pietroń, Sebastian Koryciak, Agnieszka Dąbrowska-Boruch, Kazimierz Wiatr
This paper explores the innovative use of simulation environments to enhance data acquisition and diagnostics in veterinary medicine, focusing specifically on gait analysis in dogs.
no code implementations • 20 Jun 2023 • Jakub Caputa, Maciej Wielgosz, Daria Łukasik, Paweł Russek, Jakub Grzeszczyk, Michał Karwatowski, Szymon Mazurek, Rafał Frączek, Anna Śmiech, Ernest Jamro, Sebastian Koryciak, Agnieszka Dąbrowska-Boruch, Marcin Pietroń, Kazimierz Wiatr
The primary objective of this research was to enhance the quality of semantic segmentation in cytology images by incorporating super-resolution (SR) architectures.
no code implementations • 7 May 2023 • Jakub Grzeszczyk, Michał Karwatowski, Daria Łukasik, Maciej Wielgosz, Paweł Russek, Szymon Mazurek, Jakub Caputa, Rafał Frączek, Anna Śmiech, Ernest Jamro, Sebastian Koryciak, Agnieszka Dąbrowska-Boruch, Marcin Pietroń, Kazimierz Wiatr
This paper shows the machine learning system which performs instance segmentation of cytological images in veterinary medicine.