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FathomNetCLEF2026 @ LifeCLEF & CVPR-FGVC Positive-Unlabeled Object Detection in Marine Images

We have a major problem. Many of the annotated images in the #FathomNetDatabase have sparse coverage–only 1 or some of the animals are labeled. We’re asking the #ComputerVision community for help to develop better object detectors.

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This competition is held jointly as part of #LifeCLEF2026 and #FGVC13 Workshop at #CVPR2026.

#Kaggle #DataScience #AI #ComputerVision #MachineLearning #FathomNetCLEF #CVPR #LifeCLEF #FathomNetDatabase

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Open Data Opens New Opportunities | FathomNet

Annotated images from the #FathomNetDatabase were used to train and evaluate the new Segment Anything Model 3 (SAM 3), adding complex underwater scenes to the broad training dataset and expanding the variety of environments the model can recognize.

💻🐟 Learn more: www.fathomnet.org/news/open-da...

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FathomNet Newsletter | Summer 2025

This summer, we celebrated the completion of our third and biggest Kaggle competition and successfully connected #FathomVerse with the #FathomNetDatabase. Read our latest newsletter for more updates from our team!

🔗 https://bit.ly/3KyupW1

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