11 open datasets 2023–2027
RESOURCES 01
Datasets
Open datasets and benchmarks for coral reefs and marine life, from pixel-level coral labels to species captions and video question answering.
- Coral AI · 4
- Marine AI · 7
- Images & video
- Benchmarks
RESOURCES
Open datasets and tools
for a living ocean.
Datasets, benchmarks and software from our marine AI research, free for the community to explore and build on. Each project page has the paper, download links and citation.
Everything at a glance
Web app
CoralSCOP-LAT
Upload reef photos to segment, label and measure every coral in the browser.
Open app
Web app
Benthic
Complex Vision Reef structural complexity from a single top-down photo, in seconds.
Open app
Dataset · ICRS 2026
Dense-CoralNet
Large-scale coral reef imagery with dense semantic labels.
Project page
Dataset · IEEE JOE 2024
HKCoral
Coral images from Hong Kong waters, labelled by growth form.
Project page
Benchmark · WACV 2027
MarineLife-16K
Marine videos with fine-grained attributes, captions and Q&A.
Project page
Benchmark · WACV 2026
MarineEval
Tests how well vision-language models handle marine tasks.
Project page
Model & data · ECCV 2024
MarineInst
Instance masks and captions, trained on MarineInst20M.
Project page
Browse by category
Tool spotlight CoralSCOP-LAT
RESOURCES 02
Tools
Software built on our models, ready for biologists and survey teams.
- CoralSCOP-LAT
- BenthicComplexVision
- MarineInst
- Web app
8 facilities Field equipment & test sites
RESOURCES 03
Facilities
Underwater robots, a surface vessel and underwater positioning, plus in-house seawater tanks and an aquarium for field work and lab testing.
- Field equipment · 4
- Test sites · 4
- ROV & USV
- Seawater tanks