Classification_field_model Computer Vision Project

maren.thu@hotmail.com

Updated 3 years ago

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Classes (21)
'
Bubble
Cnidaria
Coscinodiscus?
Echinodermata
Jellyfish?
Other
Other (irregular)
Other (line)
Other (particular matter)
Other (round)
Other line
Polychaeta?
Red stuff
Tripos?
copepod
crustacea
dino?
egg?
fecal pellet
wave?

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Description

Here are a few use cases for this project:

  1. Marine Ecosystem Research: Researchers can use the "Classification_field_model" to analyze plankton populations and their distribution in various water bodies, helping them understand the health of marine ecosystems and the impact of environmental factors on these communities.

  2. Aquaculture Industry: This computer vision model can be applied in the aquaculture industry to monitor the presence and abundance of specific plankton species, informing decisions on feeding strategies and preventing the proliferation of harmful or undesirable species in fish farms.

  3. Environmental Impact Assessment: Agencies and organizations involved in assessing the impact of pollution, climate change, or other environmental stressors on marine environments can use the model to analyze changes in plankton communities over time, providing valuable data to support policy-making and conservation efforts.

  4. Oceanographic Research: Oceanographers can use the "Classification_field_model" to study ocean currents and circulation patterns by tracking the movements of plankton species, which in turn can help build a better understanding of large-scale oceanic processes and their effects on global climate and other natural systems.

  5. Education and Outreach: The model can be utilized in educational settings, such as museums, aquariums, or schools, to showcase the diversity of plankton species and their roles in marine food webs, fostering public awareness and interest in marine biology and the importance of preserving ocean ecosystems.

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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{
                            classification_field_model_dataset,
                            title = { Classification_field_model Dataset },
                            type = { Open Source Dataset },
                            author = { maren.thu@hotmail.com },
                            howpublished = { \url{ https://universe.roboflow.com/maren-thu-hotmail-com/classification_field_model } },
                            url = { https://universe.roboflow.com/maren-thu-hotmail-com/classification_field_model },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { mar },
                            note = { visited on 2024-12-26 },
                            }