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Seminar: Deep Learning Techniques for Fish Identification in Underwater Images
June 22, 2021 @ 11:30 am - 12:30 pm
El 22 de Junio a las 11.30 tendrá lugar un seminario de José Luis Lisani sobre las técnicas del aprendizaje profundo para identificar peces desde las cámaras submarinas instaladas por el IMEDEA. El seminario se llevará a cabo en castellano o catalán.
Ponente: José Luis Lisani.
Título: Deep Learning Techniques for Fish Identification in Underwater Images
Abstract: The knowledge of fishery resources is necessary to plan ecologically sustainable and profitable fishing strategies.
The analysis of these resources includes the monitoring and control of fish populations and the analysis of their fluctuations.
Currently such monitoring is done from underwater images and implies the identification and manual counting of the species in each of the images by specialized personnel. The large amount of existing data requires spending a lot of time and effort.
In this talk we shall present some machine learning techniques, based on convolutional neural networks, that may help to automate this task.
Link: https://uibuniversitat.zoom.us/j/93787870307?pwd=SW92UEMwbVZwQnJyeWtBN0M0YlIvQT09