Fish Detection Computer Vision Project

Research

Updated 2 years ago

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Classes (9)
Gilt-Head Bream
Red sea bream
Striped Red Mullet
black sea sprat
house mackerel
red mullet
sea bass
shrimp
trout

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Description

Here are a few use cases for this project:

  1. Fisheries Management: The Fish Detection model could be employed in fisheries to automate the identification and sorting of different fish species. This would not only streamline operations but also help control the overfishing of certain species.

  2. Aquaculture Monitoring System: The model can be used in aquafarm surveillance, which tracks and monitors the fish species in the pens. The system can raise alerts when unusual or unintended species are detected.

  3. Environmental Studies and Marine Research: The Fish Detection model can be deployed in marine ecosystems by researchers or environmental conservationists to study fish population dynamics, which includes species segmentation, count, and migrations.

  4. Commercial Fishing: The model can be integrated into commercial fishing operations to facilitate real-time detection and classification of fish during a trip. This could help fishermen to comply with regional fishing quotas and avoid catching non-target species.

  5. Food Industry Quality Control: In seafood restaurants, fish markets, or food processing industries, the model can be used to ensure that the correct species of fish is being marketed or prepared, thus enhancing consumer trust and quality assurance.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            fish-detection-7efl0_dataset,
                            title = { Fish Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Research },
                            howpublished = { \url{ https://universe.roboflow.com/research-vpani/fish-detection-7efl0 } },
                            url = { https://universe.roboflow.com/research-vpani/fish-detection-7efl0 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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