Underwater Datasets from Trondheim Fjord and Marine Cybernetics Lab Pool

Underwater imagery and sensor data collected by the Norwegian University of Science and Technology Applied Robotics Lab. The dataset repository was migrated to Hugging Face on April 28, 2025, with new data from the Trondheim Fjord and a laboratory pool. The collection likely supports research in marine robotics and autonomous underwater vehicle perception.

Use Cases

• Training object detection models for underwater environments based on the described imagery.
• Developing navigation algorithms for autonomous underwater vehicles using sensor data from the Trondheim Fjord.
• Benchmarking visual SLAM (Simultaneous Localization and Mapping) systems in controlled pool settings.
• Analyzing environmental features in fjord ecosystems based on the collected underwater data.

Strengths

• Data is sourced from controlled laboratory pool environments and a real-world fjord, providing varied conditions.
• The dataset is actively maintained, with a repository migration and new data uploads noted in April 2025.
• Produced by a recognized academic robotics lab (NTNU ARL), suggesting research-grade curation.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and total dataset size are unknown, which may limit suitability assessment.
• The specific license is not stated, which could restrict commercial use.

Provenance

Source

Norwegian University of Science and Technology Applied Robotics Lab (NTNU ARL).

Collection Method

Collected in the Trondheim Fjord and at the Marine Cybernetics Lab Pool.

Freshness

Last updated 2025-04-28 15:26:34.

Geography

Trondheim Fjord, Norway; Marine Cybernetics Lab Pool.