Orange-OpenSource/marine-detect
Object detection models for identifying species in marine environments.
This project offers AI models to automatically identify and count specific marine species like fish, invertebrates, sharks, turtles, and rays in underwater photos and videos. It takes raw footage from underwater cameras and outputs detections of 17 'bio-indicating' species crucial for assessing coral ecosystem health in the Indo-Pacific region. Marine biologists, conservationists, and environmental researchers can use this to streamline marine monitoring efforts.
No commits in the last 6 months.
Use this if you need to rapidly identify and quantify key marine species from underwater imagery, particularly in the Malaysia/Indo-Pacific coral regions, to monitor ecosystem health without extensive manual review.
Not ideal if your primary interest is in species outside the defined list of 17 bio-indicators or if your marine environment is significantly different from the Indo-Pacific.
Stars
38
Forks
13
Language
Python
License
AGPL-3.0
Category
Last pushed
May 06, 2025
Commits (30d)
0
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