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All FathomNet Resources


Utilizing In-House Storage
A more advanced way to work with media is connecting the FathomNet Portal to cloud or remote storage outside of the Portal. While the...
Jun 9, 2025


Sampling into datasets
Portal supports generating datasets in formats popular with the AI community such as YOLO formats for Detection and Classification. This...
Jun 9, 2025


Uploading Large Files
This tutorial focuses on leveraging Python and a custom utility to streamline the process of handling large files for Ocean Exploration and Video Work.
Jun 9, 2025


Analyze Externally Hosted (Linked) Media
Analysis can be run on these medias without uploading and hosting on the portal, and the results exported. If you have your own hosting,...
Jun 9, 2025


Downloading Data & Export Packages
Portal is an ideal location for users wishing to curate, and stage their data for other systems, including the FathomNet database....
Jun 9, 2025


Marking for Export
Assembling an export from the portal starts with marking the items you wish to export. Marked items are either a still image, or a...
Jun 9, 2025


Observation Timeline: Annotations over time
Portal algorithms can follow objects through time and generating annotations for a given object. The Observation Timeline allows for...
Jun 9, 2025


Taxonomic labels
It is important to constrain labels so spelling mistakes, or capitalization differences don't create messy data. To achieve this, Portal...
Jun 9, 2025


Observations Gallery
The observations gallery allows verification and classification to be done upon many observations at once which can speed the process of...
Jun 9, 2025


Importing Related Data From CSV
Formatted sensor data can be imported and synced to media on a frame-by-frame basis. Go to an individual media's Related data tab to...
Jun 9, 2025


Running Algorithms in Portal
The algorithms in portal are listed in more detail in the Algorithm Library. This page aims to give an overview of where to launch...
Jun 9, 2025


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.
May 13, 2025


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.
Jan 1, 2025


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.
Jan 1, 2025


How to submit localized image annotations to the FathomNet Database
Follow our step-by-step guide to submit localized image annotations today!
Jan 1, 2025
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