Research

Fish Detection

Object Detection

Fish Detection Computer Vision Project

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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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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 2024-02-25 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Fish Detection project in your project.

Source

Research

Last Updated

9 months ago

Project Type

Object Detection

Subject

fish

Classes

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

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Downloads: 12

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License

CC BY 4.0