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Database Resources

Starfish labeled "Asteroidea" on a monitor, set against a textured underwater background. The mood is scientific and exploratory.

Starfish labeled "Asteroidea" on a monitor, set against a textured underwater background. The mood is scientific and exploratory.

The Art of Annotation: How to design effective guides for computer vision annotation tasks

Curating annotations is key to building supervised computer vision models, but it’s not without challenges.

Portal Resources

May 13

Upload icon with upward arrow in a purple circle over a grid and blue gradient background, conveying a digital or tech theme.

Upload icon with upward arrow in a purple circle over a grid and blue gradient background, conveying a digital or tech theme.

How to upload your ML model to FathomNet Database

The FathomNet Models are hosted on Hugging Face, a platform widely used by the machine learning community for sharing models, datasets, and applications.

Database Resources

Jan 1

Stylized download icon with mountains on a blue circle, set against a white grid and gradient background.

Stylized download icon with mountains on a blue circle, set against a white grid and gradient background.

How to download images and bounding boxes from FathomNet using Python

FathomNet provides fathomnet-py, a Python client-side API to help scientists, researchers, and developers interact with FathomNet Database data.

Database Resources

Jan 1

Close-up of a red jellyfish, Tiburonia granrojo, floating in dark water.

Close-up of a red jellyfish, Tiburonia granrojo, floating in dark water.

How to submit localized image annotations to the FathomNet Database

Follow our step-by-step guide to submit localized image annotations today!

Database Resources

Jan 1

Blue database icon with an upload arrow on a circular background, set against a textured gray and white backdrop.

Blue database icon with an upload arrow on a circular background, set against a textured gray and white backdrop.

No hosting, no problem! How to submit to FathomNet Database using NOAA-NCEI’s data hosting infrastructure

FathomNet Database’s data hosting pipeline through NOAA is live! Now, anyone can upload annotated images to the Database thanks to free hosting on NOAA NCEI.

Database Resources

Jan 1

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