Separate species of freshwater fish Project

Object Detection

Separate species of freshwater fish Project Computer Vision Project

school

Updated 2 years ago

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Classes (7)
Anabas
Clarias
Common Silver Carp
Nile Tilapia
Red Tilapia Fish
Siriped Catfish
Spotted Featherback
Description

Here are a few use cases for this project:

  1. Ecological Research: Researchers can use the "Separate species of freshwater fish Project" to study fish populations and biodiversity in various freshwater habitats, such as lakes, rivers, and ponds. The model can help them efficiently identify the fish species in their samples, enabling accurate data collection and analysis for ecological research and conservation efforts.

  2. Fishery Management: Fisheries can utilize this computer vision model to monitor and manage fish stocks in their aquaculture operations. By accurately identifying fish species present in their tanks or ponds, they can better balance populations, optimize feeding schedules, and implement selective breeding programs to improve the overall health of their fish stocks.

  3. Invasive Species Control: Local or national authorities can use the model to identify invasive fish species that may pose threats to native fish populations and local ecosystems. By accurately differentiating between invasive and native fish species, appropriate steps can be taken to control their spread and protect the local environment.

  4. Recreational Fishing: Anglers can leverage the "Separate species of freshwater fish Project" model to identify the fish species they catch, improving their knowledge of local fish populations and helping them adhere to local fishing regulations. The model can be integrated into fish identification apps, providing instant fish species recognition using smartphone cameras.

  5. Fish Market Monitoring: Food regulatory agencies and quality control personnel can use the computer vision model to inspect fish at seafood markets and grocery stores, ensuring proper classification and labeling of fish products. This can prevent consumer deception and ensure the market offers a variety of fish species, promoting sustainable fishing practices.

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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{
                            separate-species-of-freshwater-fish-project_dataset,
                            title = { Separate species of freshwater fish Project Dataset },
                            type = { Open Source Dataset },
                            author = { school },
                            howpublished = { \url{ https://universe.roboflow.com/school-f86ev/separate-species-of-freshwater-fish-project } },
                            url = { https://universe.roboflow.com/school-f86ev/separate-species-of-freshwater-fish-project },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-11-21 },
                            }