Ocean Learning

Follow the instructions

PUT YOUR
SWIMING SUIT ON

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PUT YOUR
MASK ON

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GO TO
THE BEACH

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Now jump into the underwater world

What would you prefer to witness ?

Left is nicer isn't it ?

What if technology could help us saving the planet

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Machine learning

Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.
ml5.js aims to make machine learning approachable for a broad audience of artists, creative coders, and students. The library provides access to machine learning algorithms and models in the browser, building on top of TensorFlow.js with no other external dependencies. Here the code you need to insert into the head part of your html webpage.
Image Classication with MobileNet is a pretrained model which can predict what is the content of an image

Create a specific database for coral

Now we need to teach MobileNet to assess a coral by giving as much images as possible knowing if it's a healthy coral, Stressed Coral, Very stressed coral or a Bleached Coral.

Healthy Coral

Stressed coral

Very stressed coral

Bleached Coral

You can now predict the state of a coral

MobileNet is 79.28% this is a Stressed Coral

MobileNet is 91.54% this is a Bleached Coral

MobileNet learned how to do a prediction of the state of corals and the more picture it will receive the more precize it will be. Indeed this tool could help us to save coral reefs around the world because this intelligence can make the difference between colors that human eyes can not see.