Join our #Kaggle competition to help improve #MachineLearning for #DeepSea images.

This competition is all about out-of-sample detection and could help scientists discover new animals and improve ecosystem management practices.

https://www.kaggle.com/competitions/fathomnet-out-of-sample-detection/overview

#FathomNet

FathomNet Workshop
February 22 - 23, 2023
3:00 - 7:00 pm PST

Join the #FathomNet team for an update on the open-source image database and tools for training, testing, validating, and deploying AI algorithms to understand our ocean and its inhabitants. The workshop timing is also optimized for Pacific and Asian timezone participants.

Please register at http://tinyurl.com/fathomnetws

#FathomNet is a resource to help foster collaboration between the #MachineLearning and the #OceanScience communities.

We're working hard to aggregate expertly curated imaged data sets, sort of like ImageNet, but for the ocean. Our goal is to have amazing data sets that can be used by experts in @MachineLearning to help us, folks who are really good at identifying things in the ocean, but maybe less good at developing novel machine learning models, solve important science problems.

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#FathomNet is a resource to help foster collaboration between the #MachineLearning and the #OceanScience communities.

We're working hard to aggregate expertly curated imaged data sets, sort of like ImageNet, but for the ocean. Our goal is to have amazing data sets that can be used by experts in #MachineLearning to help us, folks who are really good at identifying things in the ocean, but maybe less good at developing novel machine learning models, solve important science problems.

/2

I've been working on a team trying to tackle the problem of how to analyze the deluge of underwater video being collected. Why collect underwater video you ask? The reasons range from trying to answer foundational science questions, fisheries stock assessments, environmental surveys, etc. Specific examples include: How will deep sea mining affect the oceans? How will that offshore wind farm impact local ecosystem?

One tool that we've developed is #FathomNet (https://fathomnet.org)

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I've been working on a team trying to tackle the problem of how to analyze the deluge of underwater video being collected. Why collect underwater video you ask? The reasons range from trying to answer foundational science questions, fisheries stock assessments, environmental surveys, etc. Specific examples include: How will deep sea mining affect the oceans? How will that offshore wind farm impact local ecosystem?

One tool that we've developed is #FathomNet (https://fathomnet.org)

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We're excited to announce the second #FathomNet online workshop, happening next February 22-23 from 1500-1900 PST (UTC-8). Please register at http://tinyurl.com/fathomnetws. We'll be sharing progress, exciting updates, and details on #OceanVisionAI. Looking forward to seeing you there!

#ocean #AI #ArtificialIntelligence #imaging #computervision #bigdata

We're excited to announce the second #FathomNet online workshop, happening next February 22-23 from 1500-1900 PST (UTC-8). Please register at http://tinyurl.com/fathomnetws. We'll be sharing progress, exciting updates, and details on #OceanVisionAI. Looking forward to seeing you there!

#ocean #AI #ArtificialIntelligence #imaging #computervision #bigdata

One of the topics we think a lot about in #MBARI's #BioinspirationLab is how to scale observations of #ocean #life. This extends not only to data analysis pipelines for visual data but also how algorithms can help us achieve true autonomy with our #robotic platforms.

Thanks to #FathomNet (www.fathomnet.org), we now have vehicles that can search for #animals we want to study w/o human input #mltracking. :blobcheer:

Check out a demonstration here: https://youtu.be/HMIELL0xErs.