Git Product home page Git Product logo

mata-karang's Introduction

Mata-Karang

MATA KARANG is a web-based application that can collect data about coral reefs in Indonesian waters and can identify whether coral reef health is affected by bleaching or not. In addition, there are educational features and information about coral reefs such as unique classification of coral reefs, information related to coral reefs affected by bleaching, the number of coral reefs (species, genus, genera and family), methods of collecting and sending photographic data in understanding health and diversity, information related to the level/condition of bleaching (bleching) on coral reefs, and analysis of coral images found on 5 islands in Indonesia ranging from Java, Sumatra, Kalimantan, Sulawesi, and Papua. The MATA KARANG website adopts the concept of Deep Learning, by referring to the latest research in coral reef damage detection using the ResNet-50 model. Additional features such as island-by-island analysis, coral reef information sharing communities, bleaching potential maps and restoration recommendations for damaged locations, are added values that this application carries in supporting the conservation and restoration of coral reef ecosystems in Indonesia.

Through the 'Mata Karang' website as an innovative open source platform with deep learning methods for analyzing and monitoring coral health in Indonesia, we not only encourage the sustainability of coral reefs, but also support the concept of integrated coastal area management. With open access to coral health data and information, stakeholders such as government, researchers, and communities can work together in designing sustainable coastal area management strategies that involve various sectors to maintain marine biodiversity and support sustainable marine resources.

mata-karang's People

Contributors

roniantoniius avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.