Annotated video sequences across the category of rip currents for beach safety monitoring, as presented in the CVPR 2025 paper. This version 1.8.4 dataset provides a benchmark for video instance segmentation (VIS) specifically targeting coastal hazards.
Use Cases
- Train video instance segmentation models to delineate rip current boundaries using frame-by-frame instance masks
- Benchmark temporal tracking consistency for non-rigid coastal phenomena using the provided video sequences
- Develop real-time beach monitoring alerts by processing video streams for rip current instance detection
Strengths
- Introduced in the CVPR 2025 paper 'RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety'
- Dataset version 1.8.4 provides video instance segmentation (VIS) annotations for coastal environments
- Focuses specifically on the identification and tracking of rip currents for beach safety applications