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of 6
pro vyhledávání: '"Eoin M. Grua"'
Autor:
Cathaoir Agnew, Eoin M. Grua, Pepijn Van de Ven, Patrick Denny, Ciarán Eising, Anthony Scanlan
Publikováno v:
Intelligent Systems with Applications, Vol 24, Iss , Pp 200454- (2024)
Annotating datasets for fully supervised instance segmentation tasks can be arduous and time-consuming, requiring a significant effort and cost investment. Producing bounding box annotations instead constitutes a significant reduction in this investm
Externí odkaz:
https://doaj.org/article/2dce2a4e8cb947569cc6144352c8d208
Autor:
Cathaoir Agnew, Anthony Scanlan, Patrick Denny, Eoin M. Grua, Pepijn van de Ven, Ciaran Eising
Publikováno v:
IEEE Access, Vol 12, Pp 140958-140977 (2024)
Deep learning-based computer vision models are typically data-hungry, resulting in the rise of dataset sizes. The consensus for computer vision datasets is that larger datasets lead to better model performance. However, the quality of the datasets is
Externí odkaz:
https://doaj.org/article/f006d2cd7dea40b48b555a36e94d9a40
Autor:
Dishant Mewada, Cathaoir Agnew, Eoin M. Grua, Ciaran Eising, Patrick Denny, Mark Heffernan, Ken Tierney, Pepijn van de Ven, Anthony Scanlan
Publikováno v:
IEEE Access, Vol 12, Pp 129434-129446 (2024)
As the global production of waste continues to rise, there is a growing demand for more effective waste management strategies to handle this expanding problem. Recycling rates in the United States for recyclable materials are below 35%, resulting in
Externí odkaz:
https://doaj.org/article/564aedf946a640a69d340fdc8acf1809
Autor:
Cathaoir Agnew, Ciaran Eising, Patrick Denny, Anthony Scanlan, Pepijn Van De Ven, Eoin M. Grua
Publikováno v:
IEEE Access, Vol 11, Pp 25174-25188 (2023)
Fully-supervised object detection and instance segmentation models have accomplished notable results on large-scale computer vision benchmark datasets. However, fully-supervised machine learning algorithms’ performances are immensely dependent on t
Externí odkaz:
https://doaj.org/article/b05e183833064c7fa1c4cf8c82ca442a
Autor:
Cathaoir Agnew, Dishant Mewada, Eoin M. Grua, Ciarán Eising, Patrick Denny, Mark Heffernan, Ken Tierney, Pepijn Van de Ven, Anthony Scanlan
Publikováno v:
Intelligent Systems with Applications, Vol 18, Iss , Pp 200229- (2023)
As the amount of waste being produced globally is increasing, there is a need for more efficient waste management solutions to accommodate this expansion. The first step in waste management is the collection of bins or containers. Each bin truck in a
Externí odkaz:
https://doaj.org/article/395d6a2254794171bc7ade326164105e
Autor:
Darragh Glavin, Eoin M. Grua, Carina A. Nakamura, Marcia Scazufca, Edinilza Ribeiro dos Santos, Gloria H.Y. Wong, William Hollingworth, Tim J. Peters, Ricardo Araya, Pepijn Van de Ven
BACKGROUND Anhedonia and depressed mood are considered the cardinal symptoms of major depressive disorder. These are the first two items of the Patient Health Questionnaire-9 (PHQ-9) and make up the ultra-brief PHQ-2 questionnaire used for pre-screen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7b4607e203b5f0d230986012295c7975
https://doi.org/10.2196/preprints.48444
https://doi.org/10.2196/preprints.48444
