A collection for models from competitors of the 2025 FathomNet Kaggle Competition: https://www.kaggle.com/competitions/fathomnet-2025
AI & ML interests
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.
Recent Activity
Models trained by the Monterey Bay Aquarium Research Institute, including data from FathomNet and the MBARI Video Annotation and Reference System.
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MBARI Monterey Bay Benthic
💻8Analyze images to identify marine species and objects
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FathomNet/MBARI-benthic-supercategory-detector
Object Detection • Updated • 4 • 2 -
MBARI Benthic Supercategory Object Detector
🚀4Detect marine benthic categories in your images
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FathomNet/MBARI-midwater-detector
Object Detection • Updated • 8 • 1
A collection for models from competitors of the 2025 FathomNet Kaggle Competition: https://www.kaggle.com/competitions/fathomnet-2025
The FathomNet baseline models are object detectors intended for a broad range of use cases, maintained and re-trained periodically by FathomNet.
Models trained by the Monterey Bay Aquarium Research Institute, including data from FathomNet and the MBARI Video Annotation and Reference System.
-
MBARI Monterey Bay Benthic
💻8Analyze images to identify marine species and objects
-
FathomNet/MBARI-benthic-supercategory-detector
Object Detection • Updated • 4 • 2 -
MBARI Benthic Supercategory Object Detector
🚀4Detect marine benthic categories in your images
-
FathomNet/MBARI-midwater-detector
Object Detection • Updated • 8 • 1