Published February 5, 2022 | Version v2
Dataset Open

DeepFish dataset

Description

Image bank of fish trays collected in the Campello fish market by artisanal fishing belonging to the DeepFish project.

JSON files are prepared to be used with the program "Django Labeller", but it can be converted to any format, f.e. "COCO". Indeed, the file "data_fish.json" contains the previous information with the images filtered in this COCO format.

Each JSON file is composed by an object containing the name of the image and the labels appearing in it. Inside each label we will have:

  • Type of label. It can be a size (total, diameter of the eye...), tray or fish specie.
  • Class of the label. It means the concrete specie, measurement or tray depending on the type of label.
  • Semantic segmentation represented by one or multiple regions in case of occlusions. Represented by an array of coordinates in the image (x and y).
  • Object_id: Identifier of the label, unique in the entire dataset.
  • Father_object_id: In case this is not the main object (The label with the segmentation of the specie). It will point to the id of that main specie which it belongs. It means, if this is the total size, it will point to the fish sized like that.

Notes

This project is developed with the collaboration of the Biodiversity Foundation of the Ministry for Ecological Transition and the Demographic Challenge of Spain, through the Pleamar Program, co-financed by the FEMP.

Files

08_04_21-B.1.jpg

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