Community Coral Reef Image Classification Data with MERMAID Annotations

Community-sourced repository of coral reef image classification training data. The dataset includes continually updated confirmed annotations from the MERMAID organization. It is hosted on AWS Open Data and available in S3 file formats.

Use Cases

• Train image classification models for coral reef health assessment based on annotated imagery.
• Develop object detection models for marine species identification based on community-sourced annotations.
• Benchmark conservation monitoring algorithms based on continually updated training data.

Strengths

• Includes continually updated annotations, suggesting ongoing data maintenance.
• Annotations are confirmed, which may indicate a quality control process.
• Community-sourced nature may provide diverse perspectives and coverage.

Limitations

• Row count, size, and column-level documentation are unknown, which limits suitability assessment.
• Last update date is unknown; freshness unverified.
• Data may reflect geographic or source bias inherent to community-sourced collection methods.

Provenance

Source

MERMAID organization.

Collection Method

Community-sourced collection with confirmed annotations.

Time Range

null

Freshness

Last updated date is unknown.

Geography

Global (inferred from platform tags).