The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs

The Coralscapes Dataset is designed to advance semantic scene understanding in coral reefs, which are experiencing significant decline primarily due to climate change and other environmental stressors. By leveraging computer vision technology, this dataset aims to automate and improve the efficiency of coral reef monitoring processes. Such automation is intended to make monitoring more scalable, supporting effective conservation and restoration efforts. The initiative reflects a growing trend in applying artificial intelligence tools to environmental challenges, specifically targeting the preservation of vulnerable marine ecosystems. The dataset’s development aligns with broader goals of enhancing data-driven approaches to ecological management. Overall, Coralscapes represents a promising step toward addressing the urgent need for improved coral reef monitoring amid ongoing environmental threats.