NAUTILOS
Published March 5, 2025 | Version v1
Technical note Open

Guidelines for the annotation of Nephrops norvegicus UWTV videos

Authors/Creators

  • 1. EDMO icon Institute of Information Science and Technologies "Alessandro Faedo" - ISTI
  • 2. EDMO icon Institute for Marine Biological Resources and Biotechnology, Ancona
  • 3. Istituto per le Risorse Biologiche e le Biotecnologie Marine Consiglio Nazionale delle Ricerche Sede Ancona
  • 4. National Research Council
  • 5. ROR icon Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"

Description

This document describes a methodology conceived to create ground truth datasets that may be exploited in the implementation of object detection and classification algorithms tailored on the Nephrops norvegicus. In fact, supervised machine learning algorithms usually require considerable amounts of annotated data to carry out the training stage. The greater the size of the annotated dataset, the stronger the required effort from the annotators.

Files

Guidelines for nephrops tagging_final.pdf

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Additional details

Funding

European Commission
NAUTILOS - New Approach to Underwater Technologies for Innovative, Low-cost Ocean obServation 101000825

Dates

Issued
2025-03-05