MIDS Capstone Project Spring 2022

Underwater Object Detection: Crown-of-Thorns Starfish (COTS) Identification

Australia's stunningly beautiful Great Barrier Reef is the world’s largest coral reef and home to 1,500 species of fish, 400 species of corals, 130 species of sharks, rays, and a massive variety of other sea life. In addition to being home to a quarter of the ocean's marine life, the reef also helps generate clean air and protect vulnerable coastlines from erosion, flooding, and storms. 

Unfortunately, the reef is under threat, in part because of the overpopulation of one particular starfish – the coral-eating crown-of-thorns starfish (or COTS for short). While most coral-feeding organisms only cause tissue loss or localized injuries, crown-of-thorns starfish can kill entire coral colonies. Current reef conservation techniques to identify starfish use manual survey methods as snorkel divers are manually towed by a boat. As the population of COTS increases, this method of identification faces clear limitations, including operational scalability, data resolution, reliability, and traceability.

Our goal is to develop an automated solution to identify the presence and position of crown-of-thorns starfish from underwater images in real-time. Used in conjunction with underwater cameras, this technology could drastically improve the efficiency and scale at which reef managers detect and control COTS outbreaks.

Crown-of-Thorns Starfish


Demo of COTS players 3

Demo of COTS players 3

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Last updated:

April 12, 2022