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FathomNet is an open-source, expert annotated image database that can be used to train, test, and validate state-of-the-art artificial intelligence algorithms to help us understand our ocean and its inhabitants.

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kbarnard  updated a model about 2 months ago
FathomNet/2025-MBARI-Benthic-Supercategory-Object-Detector
kbarnard  updated a model about 2 months ago
FathomNet/2025-MBARI-Midwater-Supercategory-Object-Detector
kbarnard  updated a model about 2 months ago
FathomNet/trash-detector
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FathomNet 's collections 2

FathomNet Baseline Models
The FathomNet baseline models are object detectors intended for a broad range of use cases, maintained and re-trained periodically by FathomNet.
MBARI
Models trained by the Monterey Bay Aquarium Research Institute, including data from FathomNet and the MBARI Video Annotation and Reference System.
FathomNet Baseline Models
The FathomNet baseline models are object detectors intended for a broad range of use cases, maintained and re-trained periodically by FathomNet.
MBARI
Models trained by the Monterey Bay Aquarium Research Institute, including data from FathomNet and the MBARI Video Annotation and Reference System.