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@OceanEcoWatch

OceanEcoWatch

Leveraging satellite imagery to detect floating marine debris

Closing the marine pollution data gap

We are dedicated to leveraging satellite imagery to detect floating marine debris in coastal areas.

By 2050 there will be more plastic in the ocean than fish measured by weight!

Our mission is to support clean-up operations, research, and development by identifying and mapping marine debris, providing critical insights to combat this pressing challenge and foster a more sustainable relationship with our oceans.

Collaborate

Curious about coastal pollution insights? We can provide you with a detailed analysis of any coastal region in the world from 2014 to the present. Whether you're seeking detailed analyses, have unique insights to share, are interested in contributing data, or are looking to explore partnership opportunities, we're happy to connect! Contact us via contact@oceanecowatch.org

Our Software

Our solution comprises three open-source subsystems:

Plastic Detection Service

The plastic detection service forms the core of our project and enables the detection of floating plastic. To do this, we use satellite images, which are then analyzed by an AI model. Our method for identifying plastic is based on existing models that have been published in scientific publications.

Checkout our cloud-based pipeline for detecting marine debris.

Checkout our deployed models: plastic detection model, mados

Making Data Available

Our backend system is designed for scalable, seamless integration between maps and the database, enabling efficient storage and retrieval of geolocated plastic debris information.

Checkout our backend application.

Visualize It

Our frontend simplifies data understanding by visually mapping localized plastic, making it easier to grasp the problem at a glance.

Checkout our frontend application.

Software Architecture

Prototype Fund

We are thrilled to announce that our project is part of prototype fund round 15. Prototype Fund supports us for the next six months. This funding will be used to refine our detection model and to develop an interactive map for visualizing marine debris.

Pinned Loading

  1. PlasticDetectionModel PlasticDetectionModel Public

    Python 8 2

  2. OceanEcoMapServer OceanEcoMapServer Public

    Python 2 1

  3. PlasticDetectionService PlasticDetectionService Public

    Python 1 1

  4. OceanEcoWatchMap OceanEcoWatchMap Public

    Ocean Eco Watch Frontend

    TypeScript 2 1

Repositories

Showing 8 of 8 repositories
  • .github Public
    OceanEcoWatch/.github’s past year of commit activity
    0 MIT 0 0 0 Updated Sep 11, 2024
  • OceanEcoWatch/PlasticDetectionService’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Sep 10, 2024
  • OceanEcoWatchMap Public

    Ocean Eco Watch Frontend

    OceanEcoWatch/OceanEcoWatchMap’s past year of commit activity
    TypeScript 2 MIT 1 0 1 Updated Aug 18, 2024
  • OceanEcoWatch/OceanEcoMapServer’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Aug 2, 2024
  • OceanEcoWatch/PlasticDetectionModel’s past year of commit activity
    Python 8 MIT 2 0 0 Updated Jul 30, 2024
  • mados Public Forked from gkakogeorgiou/mados

    [ISPRS Journal of Photogrammetry and Remote Sensing] Detecting Marine Pollutants and Sea Surface Features with Deep Learning in Sentinel-2 Imagery

    OceanEcoWatch/mados’s past year of commit activity
    Python 0 MIT 6 0 0 Updated Jul 25, 2024
  • OceanEcoWatch/satlaspretrain_models’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 15 0 0 Updated Apr 22, 2024
  • hydro-foundation-model-plastic Public Forked from isaaccorley/hydro-foundation-model

    Hydro -- A Foundation Model for Water in Satellite Imagery finetuned for detecting plastic

    OceanEcoWatch/hydro-foundation-model-plastic’s past year of commit activity
    Jupyter Notebook 0 MIT 3 0 0 Updated Apr 9, 2024

People

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