4K Drone Survey of Lakes and Water Bodies

Raw 4K drone footage captures aquatic environments. The dataset is hosted on Kaggle, but details on the number of videos, collection dates, and the author are unknown. The content consists of unprocessed aerial video recordings.

Use Cases

• Training object detection models for water body segmentation (inferred from domain, verify after download)
• Developing video-based change detection for aquatic ecosystems (inferred from domain, verify after download)
• Creating synthetic data or background footage for simulation (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a major platform for data science resources.
• Footage is recorded in 4K resolution, suggesting high visual detail.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, file formats, and license information are unknown.
• The last update date and collection time range are unverified.

Provenance

Source

Kaggle

Collection Method

Drone survey