The Coralscapes Dataset:
Semantic Scene Understanding
in Coral Reefs
Use with the datasets package in Python:
from datasets import load_dataset
dataset = load_dataset("EPFL-ECEO/coralscapes")
image = dataset["test"][0]["image"]
label = dataset["test"][0]["label"]
The Transnational Red Sea Center is a scientific research center created in 2019 at the Ecole Polytechnique fédérale in Lausanne (EPFL) with the official support of the Swiss Foreign Ministry. An independent and not-for-profit organization, the Center capitalizes on Switzerland’s neutrality, its longstanding tradition of promoting dialogue and its reputation for scientific excellence in order to bridge science and diplomacy for the future of coral reefs. In the Red Sea and beyond.
@misc{sauder2025coralscapesdatasetsemanticscene,
title={The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs},
author={Jonathan Sauder and Viktor Domazetoski and Guilhem Banc-Prandi and Gabriela Perna and Anders Meibom and Devis Tuia},
year={2025},
eprint={2503.20000},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2503.20000},
}