1 code implementation • 3 Mar 2022 • S. Kyathanahally, T. Hardeman, M. Reyes, E. Merz, T. Bulas, P. Brun, F. Pomati, M. Baity-Jesi
On all the datasets, we achieve a new SOTA, with a reduction of the error with respect to the previous SOTA ranging from 29. 35% to 100. 00%, and often achieving performances very close to perfect classification.
1 code implementation • 11 Aug 2021 • S. P. Kyathanahally, T. Hardeman, E. Merz, T. Kozakiewicz, M. Reyes, P. Isles, F. Pomati, M. Baity-Jesi
Our annotated data, code and classification models are freely available online.
no code implementations • 14 Apr 2021 • E. Merz, T. Kozakiewicz, M. Reyes, C. Ebi, P. Isles, M. Baity-Jesi, P. Roberts, J. S. Jaffe, S. Dennis, T. Hardeman, N. Stevens, T. Lorimer, F. Pomati
We present an approach for automated in-situ monitoring of phytoplankton and zooplankton communities based on a dual magnification dark-field imaging microscope/camera.