Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study

Elnaz Azmi, Khadijeh Alibabaei, Valentin Kozlov, Tjerk Krijger, Gabriele Accarino, Sakina-Dorothée Ayata, Amanda Calatrava, Marco Mariano De Carlo, Wout Decrop, Donatello Elia, Sandro Luigi Fiore, Marco Francescangeli, Jean-Olivier Irisson, Rune Lagaisse, Martin Laviale, Antoine Lebeaud, Carolin Leluschko, Enoc Martínez, Germán Moltó, Igor Ruiz Atake, Antonio Augusto Sepp Neves, Damian Smyth, Jesús Soriano-González, Muhammad Arabi Tayyab, Vanessa Tosello, Álvaro López García, Dick Schaap, and Gergely Sipos. Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study. Ecological Informatics, 91:103306, 11 2025.

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@article{Azmi2025bpf,
   author = {Elnaz Azmi and Khadijeh Alibabaei and Valentin Kozlov and Tjerk Krijger and Gabriele Accarino and Sakina-Dorothée Ayata and Amanda Calatrava and Marco Mariano De Carlo and Wout Decrop and Donatello Elia and Sandro Luigi Fiore and Marco Francescangeli and Jean-Olivier Irisson and Rune Lagaisse and Martin Laviale and Antoine Lebeaud and Carolin Leluschko and Enoc Martínez and Germán Moltó and Igor Ruiz Atake and Antonio Augusto Sepp Neves and Damian Smyth and Jesús Soriano-González and Muhammad Arabi Tayyab and Vanessa Tosello and Álvaro López García and Dick Schaap and Gergely Sipos},
   doi = {10.1016/j.ecoinf.2025.103306},
   issn = {15749541},
   journal = {Ecological Informatics},
   month = {11},
   pages = {103306},
   title = {Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study},
   volume = {91},
   url = {https://linkinghub.elsevier.com/retrieve/pii/S1574954125003152},
   year = {2025}
}