Marine biologists have too many images and not enough time to hand-annotate them all. This new project wants to help.
, “the data in FathomNet are being used to inform the design of the OVAI [Ocean Vision AI] Portal, our interface for ocean professionals to select concepts of interest, acquire relevant training data from FathomNet, and tune machine learning models. OVAI’s ultimate goal is to democratize access to ocean imagery and the infrastructure needed to analyze it.”
Ocean Vision AI will also have a video-game component that serves to engage the public in the project. The video game the team is developing “will educate players while generating new annotations” that can improve the accuracy of the AI models. Although the game is still in prototype testing, a sneak peek of it can be seen in a video posted by NSF toHere’s what the current timeline for the project looks like. By next summer, the team will expect the first version of FathomNet to be active, with a preliminary set of data.
“The ocean plays a vital role in the health of our planet, yet we have only observed a tiny fraction of it,” Katija said in a
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