fish_segmentation Computer Vision Project

AI

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Classes (142)
Auxis rochei EXTRA
Auxis rochei stade A
Auxis rochei stade B
Balistes capriscus EXTRA
Balistes capriscus stade A
Balistes capriscus stade B
Belone belone EXTRA
Belone belone stade A
Belone belone stade B
Boops boops stade A
Boops boops stade B
Boops boops stade C
Coryphaena hippurus EXTRA
Coryphaena hippurus stade A
Coryphaena hippurus stade B
Dentex dentex EXTRA
Dentex dentex stade A
Dentex dentex stade B
Dentex gibbosus EXTRA
Dentex gibbosus stade A
Dicentrarchus labrax EXTRA
Dicentrarchus labrax stade A
Dicentrarchus labrax stade B
Dicentrarchus labrax stade C
Diplodus annularis EXTRA
Diplodus annularis stade A
Diplodus annularis stade C
Epinephelus aeneus EXTRA
Epinephelus aeneus stade A
Epinephelus marginatus EXTRA
Epinephelus marginatus stade A
Euthynnus alletteratus EXTRA
Euthynnus alletteratus stade A
Euthynnus alletteratus stade B
Gilt-Head Bream class A
Hourse Mackerel
Lithognathus mormyrus EXTRA
Lithognathus mormyrus stade A
Lithognathus mormyrus stade B
Liza aurata EXTRA
Liza aurata stade A
Liza aurata stade B
Loligo vulgaris EXTRA
Loligo vulgaris stade A
Loligo vulgaris stade B
Lophius piscatorius EXTRA
Lophius piscatorius stade A
Lophius piscatorius stade B
Merlangius merlangus EXTRA
Merlangius merlangus stade A
Merlangius merlangus stade B
Merlangius merlangus stade C
Mullus barbatus stade A
Mullus barbatus stade B
Mullus barbatus stade C
Mullus surmuletus EXTRA
Mullus surmuletus stade A
Mullus surmuletus stade B
Mullus surmuletus stade C
Mustelus mustelus EXTRA
Mustelus mustelus stade A
Mustelus mustelus stade B
Mustelus mustelus stade C
Octopus vulgaris EXTRA
Octopus vulgaris stade A
Octopus vulgaris stade B
Orcynopsis unicolor EXTRA
Orcynopsis unicolor stade A
Orcynopsis unicolor stade B
Pagellus bogaravo EXTRA
Pagellus bogaravo stade A
Pagellus erythrinus EXTRA
Pagellus erythrinus stade A
Pagellus erythrinus stade B
Pagellus erythrinus stade C
Pagrus auriga EXTRA
Pagrus auriga stade A
Pagrus auriga stade B
Pagrus pagrus EXTRA
Pagrus pagrus stade A
Pagrus pagrus stade B
Penaeus kerathurus EXTRA
Penaeus kerathurus stade A
Penaeus kerathurus stade B
Pomatomus saltatrix EXTRA
Pomatomus saltatrix stade A
Red Mullet
Red pogry class A
Red pogry class B
Sardina pilchardus EXTRA
Sardina pilchardus stade A
Sardina pilchardus stade B
Sardina pilchardus stade C
Sardinella aurita EXTRA
Sardinella aurita stade A
Sardinella aurita stade B
Sardinella aurita stade C
Sarpa salpa EXTRA
Sarpa salpa stade A
Sarpa salpa stade B
Sarpa salpa stade C
Scomber japonicus EXTRA
Scomber japonicus stade A
Scomber japonicus stade B
Scomber scombrus EXTRA
Scomber scombrus stade A
Scomber scombrus stade B
Scorpaena scrofa EXTRA
Scorpaena scrofa stade A
Scorpaena scrofa stade B
Sea Bass
Sepia officinalis EXTRA
Sepia officinalis stade A
Sepia officinalis stade B
Seriola dumerilli EXTRA
Seriola dumerilli stade A
Seriola dumerilli stade B
Serranus scriba EXTRA
Serranus scriba stade A
Shrimp
Solea solea EXTRA
Solea solea stade B
Sparus aurata EXTRA
Sparus aurata stade A
Sparus aurata stade B
Sparus aurata stade C
Sphyraena barracuda EXTRA
Sphyraena barracuda stade A
Sphyraena barracuda stade B
Striped Red Mullet
Striped Red Mullet class B
Trachinus draco EXTRA
Trachinus draco stade A
Trachurus trachurus EXTRA
Trachurus trachurus stade A
Trachurus trachurus stade B
Trachurus trachurus stade C
Zeus faber EXTRA
Zeus faber stade A
Zeus faber stade B
solea solea stade A
sparus aurata class S
Description

Here are a few use cases for this project:

  1. Aquaculture Monitoring: The "fish_segmentation" model can help in monitoring the various species of fish in an aquaculture setting, classifying them accordingly, and aiding the assessment of population diversity and fish health in different ponds or tanks.

  2. Commercial Fishing: The model can be used onboard commercial fishing vessels to identify and sort different species of fish in real-time, helping to ensure compliance with fishing regulations and reduce the bycatch of non-target species.

  3. Biodiversity Studies: Researchers can use this model to catalog different species of marine life, aiding in the monitoring of different fish populations and contributing to studies on marine biodiversity.

  4. Environmental Impact Assessment: The model can be used in studies investigating the impact of environmental changes or human activities on local fish populations. By identifying different species, it can assist in tracking changes in population diversity over a period of time.

  5. Fish Market Regulation: Authorities can use the model to enforce regulations in fish markets, identifying mislabeled or illegally sold species.

Supervision

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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_segmentation_dataset,
                            title = { fish_segmentation Dataset },
                            type = { Open Source Dataset },
                            author = { AI },
                            howpublished = { \url{ https://universe.roboflow.com/ai-0s9dh/fish_segmentation } },
                            url = { https://universe.roboflow.com/ai-0s9dh/fish_segmentation },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { nov },
                            note = { visited on 2024-12-22 },
                            }
                        
                    

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