marine debris Computer Vision Project

debris

Updated a year ago

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Classes (11)
Aluminium Can
Bottle Cap
Chips Bag
Juice Box
Plastic Plastic Bag Plastic Bottle Plastic Cup
Plastic Packaging
Undefined Trash
Wood
Description

Here are a few use cases for this project:

  1. Ocean Cleanup Initiatives: The "marine debris" model can be utilized by ocean cleanup programs to accurately detect and classify different types of marine trash. This assists in devising efficient strategies for targeting specific types of waste.

  2. Environmental Research: Scientists can use this model to study pollution levels in different marine ecosystems. By identifying and quantifying the types of waste, they can track pollution sources and assess their environmental impact.

  3. Robotic Waste Collection: Autonomous underwater vehicles (AUVs) or drones could use this model to identify and collect marine debris, with the capability to recognize and sort the trash by its class.

  4. Public Beach Maintenance: Authorities can use this model to monitor the accumulation of trash on public beaches, enabling more effective cleanup strategies while improving environmental conservation.

  5. Eco-Education: The model could be applied in educational applications to raise awareness about marine pollution. Users could analyze pictures from beaches or the sea to identify and learn about the different types of waste they might find.

Supervision

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Cite This Project

LICENSE
MIT

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

                        @misc{
                            marine-debris-pvakv_dataset,
                            title = { marine debris Dataset },
                            type = { Open Source Dataset },
                            author = { debris },
                            howpublished = { \url{ https://universe.roboflow.com/debris-qtddn/marine-debris-pvakv } },
                            url = { https://universe.roboflow.com/debris-qtddn/marine-debris-pvakv },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { sep },
                            note = { visited on 2024-12-03 },
                            }