Collection of AI Ready datasets intended for training and evaluating models for marine ecosystem research.
AI & ML interests
None defined yet.
Recent Activity
Organization Card
NOAA-NMFS-OSI | Optics Strategic Initiative (OSI) Group
The Optics Strategic Initiative (OSI) envisions fostering a transformative shift in the National Marine Fisheries Service's (NMFS) approach to optical data collection and processing, reshaping the landscape of resource management and environmental stewardship. We aim to catalyze the transition from traditional ship-based and aerial surveys to platform-agnostic, scalable automated systems, thereby enriching the value and applicability of optics. In a world grappling with climate change and resource scarcity, the OSI stands at the forefront of NOAA's commitment to a resilient Blue Economy and a Climate Ready Nation.
Resources
- NMFS-OSI Model Zoo: Access a range of AI models designed for fisheries science.
- NMFS-OSI AI-Ready DataHub: Explore ecosystem datasets curated for AI/ML research.
Disclaimer
This repository is a scientific product and is not official communication of the National Oceanic and Atmospheric Administration, or the United States Department of Commerce. All NOAA project content is provided on an ‘as is’ basis and the user assumes responsibility for its use. Any claims against the Department of Commerce or Department of Commerce bureaus stemming from the use of this project will be governed by all applicable Federal law. Any reference to specific commercial products, processes, or services by service mark, trademark, manufacturer, or otherwise, does not constitute or imply their endorsement, recommendation or favoring by the Department of Commerce. The Department of Commerce seal and logo, or the seal and logo of a DOC bureau, shall not be used in any manner to imply endorsement of any commercial product or activity by DOC or the United States Government.
License
Collection of pre-trained & custom models for object detection, image segmentation, classification and more
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NMFS-OSI/yolo11-segment-fish-grayscale
Image Segmentation • Updated • 6 • 1 -
NMFS-OSI/yolo11x-sea-urchin-detector
Object Detection • Updated • 6 -
NMFS-OSI/noaa-esd-coral-bleaching-vit-classifier-v1
Image Classification • 0.1B • Updated • 71 -
NMFS-OSI/yolo11n-cls-noaa-esd-coral-bleaching
Image Classification • Updated • 38
Collection of AI Ready datasets intended for training and evaluating models for marine ecosystem research.
Collection of pre-trained & custom models for object detection, image segmentation, classification and more
-
NMFS-OSI/yolo11-segment-fish-grayscale
Image Segmentation • Updated • 6 • 1 -
NMFS-OSI/yolo11x-sea-urchin-detector
Object Detection • Updated • 6 -
NMFS-OSI/noaa-esd-coral-bleaching-vit-classifier-v1
Image Classification • 0.1B • Updated • 71 -
NMFS-OSI/yolo11n-cls-noaa-esd-coral-bleaching
Image Classification • Updated • 38
models
4
NMFS-OSI/noaa-esd-coral-bleaching-vit-classifier-v1
Image Classification
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0.1B
•
Updated
•
71
NMFS-OSI/yolo11n-cls-noaa-esd-coral-bleaching
Image Classification
•
Updated
•
38
NMFS-OSI/yolo11x-sea-urchin-detector
Object Detection
•
Updated
•
6
NMFS-OSI/yolo11-segment-fish-grayscale
Image Segmentation
•
Updated
•
6
•
1